• āļĢāđ‰āļēāļ™āļ™āļĩāđ‰āļĄāļĩāļ­āļ°āđ„āļĢāļ”āļĩāļ™āļ° āļ–āļķāļ‡āđ„āļ”āđ‰āđ„āļ›āļ‹āđ‰āļģāđ† āđ„āļ—āļĒāļĢāļļāđˆāļ‡āđ€āļĢāļ·āļ­āļ‡ āđ€āļĒāđ‡āļ™āļ•āļēāđ‚āļŸāđ€āļˆāļĢāļīāļāļœāļĨ ep.4 #āļĻāļĢāļĩāļ™āļ„āļĢāļīāļ™āļ—āļĢāđŒ #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļ­āļĢāđˆāļ­āļĒāđ„āļĄāđˆāļ­āļ§āļĒ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļĢāđ‰āļēāļ™āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #eating #noodles #food #thaifood #thailand #streetfood #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļŠāđ€āļ•āđ‡āļāļĢāļēāļ„āļēāļŠāļšāļēāļĒāđ† āļŦāļĨāļēāļāļŦāļĨāļēāļĒāđ€āļĄāļ™āļđ āļĢāļŠāļŠāļēāļ•āļīāļ”āļĩ āļŠāđ€āļ•āđ‡āļāļŠāļąāļ§āļĢāđŒ EP.4 āļŠāļēāļĒāļĨāļ§āļ” #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #eating #food #foodie #delicious #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļ‚āđ‰āļēāļ§āļŦāļĄāļđāđāļ”āļ‡āļŦāļĄāļđāļāļĢāļ­āļš āļ„āļĢāļąāļ§āļ›āđ‰āļēāđāļāđ‰āļ§āđāļĒāļāļāļēāļĢāđ„āļŸāļŸāđ‰āļē Ep.2 #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #eating #food #foodie #delicious #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    āļ‚āđ‰āļēāļ§āļŦāļĄāļđāđāļ”āļ‡āļŦāļĄāļđāļāļĢāļ­āļš āļ„āļĢāļąāļ§āļ›āđ‰āļēāđāļāđ‰āļ§āđāļĒāļāļāļēāļĢāđ„āļŸāļŸāđ‰āļē Ep.2 #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #eating #food #foodie #delicious #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļāļēāļĢāļąāļ™āļ•āļĩāļĄāļīāļŠāļĨāļīāļ™ 2 āļ›āļĩāļ‹āđ‰āļ­āļ™ 2023-24 āļˆāļ°āļ–āđˆāļēāļĒāļ­āļ§āļĒāļ—āļģāđ„āļĄāļāļąāļ™āđ€āļĒāļ­āļ°āđāļĒāļ° āđ€āļŠāļĩāļĒāđ€āļ§āļĨāļēāļāļīāļ™āđ€āļ™āđŠāļ­āļ° #āļ„āļĢāļąāļ§āļšāļļāļāđ€āļĨāļīāļĻāļšāļēāļ‡āļ›āļđ #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #eating #food #foodie #delicious #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    âœĻāļāļēāļĢāļąāļ™āļ•āļĩāļĄāļīāļŠāļĨāļīāļ™ 2 āļ›āļĩāļ‹āđ‰āļ­āļ™ 2023-24 āļˆāļ°āļ–āđˆāļēāļĒāļ­āļ§āļĒāļ—āļģāđ„āļĄāļāļąāļ™āđ€āļĒāļ­āļ°āđāļĒāļ° āđ€āļŠāļĩāļĒāđ€āļ§āļĨāļēāļāļīāļ™āđ€āļ™āđŠāļ­āļ°ðŸĪĢ #āļ„āļĢāļąāļ§āļšāļļāļāđ€āļĨāļīāļĻāļšāļēāļ‡āļ›āļđ #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #eating #food #foodie #delicious #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļ§āļēāļŠāļ™āļēāļ‚āđ‰āļēāļ§āļ‚āļēāļŦāļĄāļđāļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āļŦāļĄāļđāđ‚āļšāļĢāļēāļ“ #āļĻāļĢāļĩāļ™āļ„āļĢāļīāļ™āļ—āļĢāđŒ #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āđ€āļŪāļĩāļĒāđāļ”āļ‡(āđ€āļˆāđ‰āļžāļđāļ™) āļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āđ€āļ›āđ‡āļ” #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āđ€āļĢāļ·āļ­āļ­āļĒāļļāļ˜āļĒāļēāļ§āļąāļ™āļ”āļĩ āļĻāļĢāļĩāđ€āļžāđ‡āļ(āđ€āļˆāđ‰āļēāđ€āļāđˆāļē) #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    āļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āđ€āļĢāļ·āļ­āļ­āļĒāļļāļ˜āļĒāļēāļ§āļąāļ™āļ”āļĩ āļĻāļĢāļĩāđ€āļžāđ‡āļ(āđ€āļˆāđ‰āļēāđ€āļāđˆāļē) #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļ™āļīāļ™āļđāļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āļŦāļĄāļđāļ•āļļāđ‹āļ™āđ€āļ™āļ·āđ‰āļ­āļ•āļļāđ‹āļ™āđ€āļĄāļ™āļđāđ€āļ”āđ‡āļ”āļāļ°āđ€āļžāļĢāļēāđ€āļ­āđ‡āļ™āđāļāđ‰āļ§āļ§āļąāļ§ #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    🍜āļ™āļīāļ™āļđāļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āļŦāļĄāļđāļ•āļļāđ‹āļ™āđ€āļ™āļ·āđ‰āļ­āļ•āļļāđ‹āļ™âœĻāđ€āļĄāļ™āļđāđ€āļ”āđ‡āļ”āļāļ°āđ€āļžāļĢāļēāđ€āļ­āđ‡āļ™āđāļāđ‰āļ§āļ§āļąāļ§ðŸĨ° #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļœāļąāļ”āļ‹āļĩāļ­āļīāđŠāļ§āđ€āļˆāđ‰āđ‚āļ­āļœāļąāļ”āđ„āļ—āļŦāđˆāļ­āđ„āļ‚āđˆāļŦāļ­āļĒāļ—āļ­āļ” Ep.2 #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    âœĻāļœāļąāļ”āļ‹āļĩāļ­āļīāđŠāļ§ðŸĨ°āđ€āļˆāđ‰āđ‚āļ­āļœāļąāļ”āđ„āļ—āļŦāđˆāļ­āđ„āļ‚āđˆāļŦāļ­āļĒāļ—āļ­āļ” Ep.2 #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ‚āļ­āļ‡āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļžāļīāļāļąāļ”āļ‚āļ­āļ‡āļ­āļĢāđˆāļ­āļĒ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ­āļēāļŦāļēāļĢ #āļāļīāļ™ #āļŦāļīāļ§ #eating #foodie #delicious #food #streetfood #thaifood #thailand #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āļĨāļđāļāļŠāļīāđ‰āļ™āļ›āļĨāļēāļ•āļĨāļēāļ”āļ™āđ‰āļ­āļĒ Ep.2 āļĄāļēāļĨāļ­āļ‡āļŠāļīāļĄāļ•āđ‰āļĄāļĒāļģ #āļĨāļēāļ‹āļēāļĨ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #food #streetfood #thaifood #eating #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    āļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āļĨāļđāļāļŠāļīāđ‰āļ™āļ›āļĨāļēāļ•āļĨāļēāļ”āļ™āđ‰āļ­āļĒ Ep.2 āļĄāļēāļĨāļ­āļ‡āļŠāļīāļĄāļ•āđ‰āļĄāļĒāļģ #āļĨāļēāļ‹āļēāļĨ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #food #streetfood #thaifood #eating #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āđ‚āļ­āđˆāļ‡ āļ„āļĨāļ­āļ‡7 #āļ˜āļąāļāļšāļļāļĢāļĩ #āļ›āļ—āļļāļĄāļ˜āļēāļ™āļĩ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #food #streetfood #thaifood #eating #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    āļāđ‹āļ§āļĒāđ€āļ•āļĩāđ‹āļĒāļ§āđ‚āļ­āđˆāļ‡ āļ„āļĨāļ­āļ‡7 #āļ˜āļąāļāļšāļļāļĢāļĩ #āļ›āļ—āļļāļĄāļ˜āļēāļ™āļĩ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #food #streetfood #thaifood #eating #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļ‚āļ™āļĄāļˆāļĩāļ™āļŦāļ™āđ‰āļēāļŦāļĄāđ‰āļ­ āļ–āļ™āļ™āļ—āđ‰āļēāļĒāļšāđ‰āļēāļ™ āļœāļąāļāļŦāļĨāļēāļāļŦāļĨāļēāļĒāļ­āļĒāđˆāļēāļ‡āđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āđƒāļ„āļĢ #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #thaifood #food #streetfood #eating #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
    āļ‚āļ™āļĄāļˆāļĩāļ™āļŦāļ™āđ‰āļēāļŦāļĄāđ‰āļ­ āļ–āļ™āļ™āļ—āđ‰āļēāļĒāļšāđ‰āļēāļ™ āļœāļąāļāļŦāļĨāļēāļāļŦāļĨāļēāļĒāļ­āļĒāđˆāļēāļ‡āđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āđƒāļ„āļĢðŸĨ° #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #thaifood #food #streetfood #eating #āļāļīāļ™āļ‡āđˆāļēāļĒāļĢāļīāļĄāļ—āļēāļ‡ #thaitimes #kaiaminute
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  • āļĢāđ‰āļēāļ™āđ‚āļˆāđŠāļāļ—āđ‰āļēāļĒāļšāđ‰āļēāļ™(āđ€āļˆāđ‰āļēāđ€āļāđˆāļē) Ep.4 #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #eating #food #thaifood #thaitimes #kaiaminute
    āļĢāđ‰āļēāļ™āđ‚āļˆāđŠāļāļ—āđ‰āļēāļĒāļšāđ‰āļēāļ™(āđ€āļˆāđ‰āļēāđ€āļāđˆāļē) Ep.4 #āļŠāļĄāļļāļ—āļĢāļ›āļĢāļēāļāļēāļĢ #āļāļīāļ™āļ­āļ°āđ„āļĢāļ”āļĩ #āļ­āļĢāđˆāļ­āļĒāļšāļ­āļāļ•āđˆāļ­ #āļĢāđ‰āļēāļ™āļ”āļĩāļšāļ­āļāļ•āđˆāļ­ #āļ•āđ‰āļ­āļ‡āļĨāļ­āļ‡ #āļ­āļĢāđˆāļ­āļĒ #āļāļīāļ™ #āļ­āļēāļŦāļēāļĢ #delicious #foodie #eating #food #thaifood #thaitimes #kaiaminute
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  • Highlight Words In Action : September 2025

    acrimony noun: sharpness, harshness, or bitterness of nature, speech, disposition, etc.

    From the headlines: European trade ministers gathered on July 14 to discuss the new U.S. tariffs, aiming to ease the acrimony between the EU and the Trump administration. While they planned potential countermeasures against the 30 percent tariffs, which they deemed “unacceptable,” they were united in favor of pursuing a negotiated agreement with the U.S. to maintain stable trade ties.

    adamant
    adjective: utterly unyielding in attitude or opinion in spite of all appeals, urgings, etc.

    From the headlines: Mars, the maker of M&M’s, Skittles, and other popular candies, remains adamant that it will only stop using synthetic dyes in its candy if legally required. While other food companies have announced plans to phase out artificial colors in items like Lucky Charms, Jell-O, and Kool-Aid, some candy manufacturers are holding firm. They argue that natural alternatives cost more and don’t deliver the same vibrant colors.

    aerial
    adjective: existing, living, growing, or operating in the air

    From the headlines: On June 29, Russia launched its largest aerial assault of the war in Ukraine, firing more missiles than in any previous attack since the beginning of the war in 2022. The strikes hit multiple Ukrainian cities, injuring at least a dozen people and damaging key infrastructure.

    autonomous
    adjective: existing as an independent entity

    From the headlines: Robots competed in a fully autonomous soccer tournament in Beijing, with four teams of three humanoid robots each operating solely under AI control. Although the idea was innovative, the robots had trouble with basic actions like kicking and staying balanced. Tsinghua University’s THU Robotics team clinched the championship by scoring five goals in the final round.

    bioluminescent
    adjective: pertaining to the production of light by living organisms

    From the headlines: A new research project will try to interpret the meaning of fireflies’ blinking. Scientists in Colorado enlisted the help of citizen observers to record videos of the bioluminescent insects at dusk. Researchers will eventually make a 3D map of where the glowing lights flash over time. While they know firefly blinks follow a deliberate pattern and are used to attract a mate, experts believe there is more to learn.

    bodega
    noun: a small, independent or family-owned grocery store, usually located in a densely populated urban environment

    From the headlines: A recent crime spree in New York City has targeted bodega ATMs. Thefts of cash machines have increased over the past five years, and New York’s small corner stores have been hit particularly hard. Three people are suspected of stealing almost $600,000 over six months by breaking into independent convenience stores, removing their ATMs, and driving away with them in stolen cars.

    contretemps
    noun: an inopportune occurrence; an embarrassing mischance

    From the headlines: After a contretemps between the Quebec Board of the French Language and Montreal’s transit agency, new rules grudgingly allow the use of the word “go” when cheering sports teams. The Board had objected to a Montreal Canadiens ad campaign that read “Go! Canadiens Go!” Tasked with preserving the province’s French heritage, the Board had been insisting on replacing the signs with “Allez! Canadiens Allez!”

    decorum
    noun: dignified propriety of behavior, speech, dress, etc.

    From the headlines: La Scala has introduced a new dress code requiring attendees to “choose clothing in keeping with the decorum of the theatre.” The renowned Milan opera house is codifying its long-standing policy discouraging attire like flip-flops, shorts, and tank tops. Guests are now expected to dress with elegance, honoring both the opera house’s refined ambiance and its storied cultural legacy.

    driftwood
    noun: pieces of trees that are floating on a body of water or have been washed ashore

    From the headlines: In rural Alaska, residents of some villages and small towns are continuing a long tradition by using driftwood for fuel and as energy-efficient siding for their homes. The pieces of wood, worn smooth by ocean waves or currents in rivers and streams, have been used this way by Indigenous Alaskans for thousands of years. Communities save money and protect the environment by reusing old trees or boards found floating in the water instead of buying lumber and logs.

    eavesdrop
    verb: to listen secretly to a private conversation

    From the headlines: Ecologists have found that long-billed curlews and other grassland nesters routinely eavesdrop on prairie dogs to dodge predators. Sharing a habitat where hawks, eagles, foxes, and other Great Plains animals lurk, the birds capitalize on the rodents’ warning calls. After eavesdropping on these distinctive calls, the curlews and other birds crouch or camouflage themselves until the threat has passed.

    emulate
    verb: to imitate with effort to equal or surpass

    From the headlines: Inspired by Paris’s recent success, cities across the globe are preparing to emulate its efforts to restore polluted urban rivers for public use. After a hundred-year swimming ban, Parisians can now take a dip in the once-contaminated Seine, thanks to more than a billion dollars spent on upgrades like sewer improvements and rainwater storage. Cities such as Berlin, Boston, New York, and London are developing similar plans to clean their waterways and make them safe for swimming once again.

    estuary
    noun: the part of the mouth or lower course of a river in which the river’s current meets the sea’s tide

    From the headlines: Florida Governor Ron DeSantis signed a bill that will ban oil drilling on the Apalachicola River. The river’s estuary is home to many endangered plants and animals, including the world’s largest stand of tupelo trees. The inlet is also the most important site in the state’s oyster industry. Environmentalists and fishermen supported the bill and pushed DeSantis to sign it.

    Fun fact: A Latin word meaning “boiling of the sea” is the root of estuary.

    gentrification
    noun: the buying and renovation of property in urban neighborhoods in a way that often displaces low-income families and small businesses

    From the headlines: Protesters in Mexico City say they’re angry about gentrification caused by large numbers of foreigners moving there since 2020. Locals say they have seen formerly affordable housing prices skyrocket as the numbers of short-term rentals and expats increase. Airbnb listings in the city have exploded to over 20,000, and Americans have arrived in particularly large numbers to buy and renovate houses. In the process, they say these factors have driven up costs for everyone, including local residents.

    hedonism
    noun: the doctrine that pleasure or happiness is the highest good

    From the headlines: Researchers say there are six traits that make someone seem “cool” to others, including extroversion, power, and embracing hedonism. An American Psychological Association study surveyed 6,000 people in 12 countries and found a sharp division between people seen as “good” versus “cool.” Being hedonistic, for example, didn’t make someone seem “good,” but focusing on one’s own happiness and pleasure was strongly associated with appearing “cool.”

    kayak
    verb: to travel by a traditional Inuit or Yupik canoe with a skin cover on a light framework, or by a small boat resembling this

    From the headlines: Several dozen Native American teens who spent a month kayaking the length of the Klamath River reached their destination. The group paddled their long, narrow boats about 300 miles, from Oregon to California, to celebrate the removal of four dams. The waterway holds a deep significance to Native American tribes, and many of the teens learned to kayak specifically to participate in the long paddle.

    larceny
    noun: the wrongful taking of someone’s property or goods

    From the headlines: Atlanta police have identified a suspect in the theft of hard drives holding unreleased Beyoncé songs. Setlists and plans for concert footage were also stolen when the alleged thief broke into a vehicle rented by the singer’s team. The larceny occurred during a stop on her Cowboy Carter tour.

    linchpin
    noun: something that holds the various elements of a complicated structure together

    From the headlines: The Department of Defense will stop supplying meteorologists with satellite data, which experts describe as a linchpin of storm modeling. Forecasts for hurricanes rely heavily on this military satellite feed to track storm paths and determine when people should evacuate.

    matcha
    noun: finely ground tea leaf powder used to make tea or as a flavoring, or the tea made from it

    From the headlines: The worldwide demand for matcha is causing severe shortages and higher prices. The bright green, grassy-flavored, powdered tea has a long history in Japan, but its popularity in other countries has exploded in recent years. Drinks and baked goods made with matcha have become wildly popular, causing Japanese tea growers to struggle to keep up with the demand.

    meteorite
    noun: a mass of stone or metal that has reached the earth from outer space

    From the headlines: On July 16, a bidder paid $4.3 million to own a chunk of Mars. The rare Martian meteorite, which weighs about 54 pounds, is the largest meteor fragment ever found on Earth that’s known to come from the red planet. Out of approximately 77,000 confirmed meteorites, only 400 were originally part of Mars. This one, named NWA 16788, was found in the Sahara Desert after its 140-million-mile journey through space.

    monastery
    noun: a residence occupied by a community of persons, especially monks, living in seclusion under religious vows

    From the headlines: Tens of thousands of books are being removed from a medieval Hungarian monastery to save them from a beetle infestation. The Pannonhalma Archabbey contains Hungary’s oldest library and some of the country’s most ancient and valuable books and written records. The monastery was founded 1,000 years ago by Benedictines, and about fifty monks live there today, practicing religious contemplation and solitude.

    nuptials
    noun: a marriage ceremony, or a social event accompanying one

    From the headlines: Protesters took to the streets in Venice as Amazon founder Jeff Bezos and Lauren Sanchez held their nuptials on a Venetian island, complete with 200 guests and three days of extravagant celebrations. Locals expressed outrage, saying the event placed additional strain on a city already struggling with overtourism and environmental fragility.

    offering
    noun: something presented to a deity as a symbol of devotion

    From the headlines: Archaeologists discovered about 2,000 pottery offerings on the Greek island of Kythnos. Historians said the clay figures, which represent children, women, and animals, had been left by devoted worshippers over the centuries. Two ancient temples once stood on the site, as well as a pit where the objects given as gifts to the gods were eventually thrown away to make room for new offerings.

    parody
    noun: a humorous or satirical imitation of a serious piece of writing or art

    From the headlines: Weird Al Yankovic, famed for his clever musical parodies, performed to a sold-out crowd at Madison Square Garden in New York, marking his first show at the iconic 20,000-seat venue. Over his forty-year career, Yankovic has become the most recognizable figure in the parody genre, with hits such as “Like a Surgeon,” a spoof of Madonna’s “Like a Virgin,” and “I Love Rocky Road,” a playful take on “I Love Rock ‘n Roll.”

    perennial
    adjective: arising repeatedly or always existing

    From the headlines: Joey Chestnut, the perennial champion of the Nathan’s Famous Hot Dog Eating Contest, reclaimed his crown this year after missing last year’s competition. He was sidelined in 2024 due to a sponsorship deal with a vegan meat brand, but prior to that, Chestnut had claimed victory in 16 of the past 17 contests. He still holds the world record for devouring 76 hot dogs and buns in just 10 minutes in 2021.

    philanthropist
    noun: someone who makes charitable donations

    From the headlines: Warren Buffett said he would donate $6 billion to five charitable foundations. The businessman and philanthropist, whose net worth is approximately $145 billion, has previously given more than $50 billion to the aforementioned foundations. While Buffet’s children will decide how to give away the rest of his fortune after his death, he said that more than 99 percent of it will have to be used philanthropically.

    plunder
    verb: to take wrongfully, as by pillage, robbery, or fraud

    From the headlines: Experts assumed that a Stradivarius violin plundered after World War II had been lost or destroyed; now it appears to have resurfaced. The 316-year-old instrument was stolen from a Berlin bank safe during the chaos at the end of the war, and the family who owned it searched for decades before giving up. An image of the looted violin, which is valued at millions of dollars, was discovered among photos of Stradivarius instruments from a 2018 Tokyo exhibition.

    risotto
    noun: a dish of rice cooked with broth and flavored with grated cheese and other ingredients

    From the headlines: The short-grain Italian rice that’s used to make risotto is under threat from an unusual culprit: flamingos. Flocks of the birds are settling into northern Italian rice paddies instead of their usual nesting grounds. By stirring the shallow water and rooting for mollusks, the flamingos are destroying many valuable rice crops.

    skittish
    adjective: easily frightened or extremely cautious

    From the headlines: Economists report that despite a low unemployment rate, employers are increasingly skittish about hiring, leaving many recent college graduates struggling to find jobs. Numerous tech companies, consulting firms, and federal agencies are cutting back or freezing hiring, while other industries are hesitant to increase payroll expenses. Furthermore, fewer workers are quitting, limiting job openings even more.

    synthetic
    adjective: pertaining to compounds formed through a chemical process by human agency, as opposed to those of natural origin

    From the headlines: The J.M. Smucker Company has announced it will phase out synthetic dyes from its jams and other offerings. While many of its products are already made without artificial colors, some, including sugar-free jams and Hostess snacks like Twinkies and Snoballs, still rely on them. The company intends to use naturally sourced dyes by 2027.

    tandem
    adverb: one following or behind the other

    From the headlines: Researchers were surprised by video evidence of animals that are normally at odds traveling in tandem. A night-vision camera recorded an ocelot traveling peacefully behind an opossum — a surprise, since ocelots usually prey on opossums. Later footage showed the opossum trailing the ocelot as it prowled. Other researchers have since reported at least three additional examples of such behavior.

    ÂĐ 2025, Aakkhra, All rights reserved.
    Highlight Words In Action : September 2025 acrimony noun: sharpness, harshness, or bitterness of nature, speech, disposition, etc. From the headlines: European trade ministers gathered on July 14 to discuss the new U.S. tariffs, aiming to ease the acrimony between the EU and the Trump administration. While they planned potential countermeasures against the 30 percent tariffs, which they deemed “unacceptable,” they were united in favor of pursuing a negotiated agreement with the U.S. to maintain stable trade ties. adamant adjective: utterly unyielding in attitude or opinion in spite of all appeals, urgings, etc. From the headlines: Mars, the maker of M&M’s, Skittles, and other popular candies, remains adamant that it will only stop using synthetic dyes in its candy if legally required. While other food companies have announced plans to phase out artificial colors in items like Lucky Charms, Jell-O, and Kool-Aid, some candy manufacturers are holding firm. They argue that natural alternatives cost more and don’t deliver the same vibrant colors. aerial adjective: existing, living, growing, or operating in the air From the headlines: On June 29, Russia launched its largest aerial assault of the war in Ukraine, firing more missiles than in any previous attack since the beginning of the war in 2022. The strikes hit multiple Ukrainian cities, injuring at least a dozen people and damaging key infrastructure. autonomous adjective: existing as an independent entity From the headlines: Robots competed in a fully autonomous soccer tournament in Beijing, with four teams of three humanoid robots each operating solely under AI control. Although the idea was innovative, the robots had trouble with basic actions like kicking and staying balanced. Tsinghua University’s THU Robotics team clinched the championship by scoring five goals in the final round. bioluminescent adjective: pertaining to the production of light by living organisms From the headlines: A new research project will try to interpret the meaning of fireflies’ blinking. Scientists in Colorado enlisted the help of citizen observers to record videos of the bioluminescent insects at dusk. Researchers will eventually make a 3D map of where the glowing lights flash over time. While they know firefly blinks follow a deliberate pattern and are used to attract a mate, experts believe there is more to learn. bodega noun: a small, independent or family-owned grocery store, usually located in a densely populated urban environment From the headlines: A recent crime spree in New York City has targeted bodega ATMs. Thefts of cash machines have increased over the past five years, and New York’s small corner stores have been hit particularly hard. Three people are suspected of stealing almost $600,000 over six months by breaking into independent convenience stores, removing their ATMs, and driving away with them in stolen cars. contretemps noun: an inopportune occurrence; an embarrassing mischance From the headlines: After a contretemps between the Quebec Board of the French Language and Montreal’s transit agency, new rules grudgingly allow the use of the word “go” when cheering sports teams. The Board had objected to a Montreal Canadiens ad campaign that read “Go! Canadiens Go!” Tasked with preserving the province’s French heritage, the Board had been insisting on replacing the signs with “Allez! Canadiens Allez!” decorum noun: dignified propriety of behavior, speech, dress, etc. From the headlines: La Scala has introduced a new dress code requiring attendees to “choose clothing in keeping with the decorum of the theatre.” The renowned Milan opera house is codifying its long-standing policy discouraging attire like flip-flops, shorts, and tank tops. Guests are now expected to dress with elegance, honoring both the opera house’s refined ambiance and its storied cultural legacy. driftwood noun: pieces of trees that are floating on a body of water or have been washed ashore From the headlines: In rural Alaska, residents of some villages and small towns are continuing a long tradition by using driftwood for fuel and as energy-efficient siding for their homes. The pieces of wood, worn smooth by ocean waves or currents in rivers and streams, have been used this way by Indigenous Alaskans for thousands of years. Communities save money and protect the environment by reusing old trees or boards found floating in the water instead of buying lumber and logs. eavesdrop verb: to listen secretly to a private conversation From the headlines: Ecologists have found that long-billed curlews and other grassland nesters routinely eavesdrop on prairie dogs to dodge predators. Sharing a habitat where hawks, eagles, foxes, and other Great Plains animals lurk, the birds capitalize on the rodents’ warning calls. After eavesdropping on these distinctive calls, the curlews and other birds crouch or camouflage themselves until the threat has passed. emulate verb: to imitate with effort to equal or surpass From the headlines: Inspired by Paris’s recent success, cities across the globe are preparing to emulate its efforts to restore polluted urban rivers for public use. After a hundred-year swimming ban, Parisians can now take a dip in the once-contaminated Seine, thanks to more than a billion dollars spent on upgrades like sewer improvements and rainwater storage. Cities such as Berlin, Boston, New York, and London are developing similar plans to clean their waterways and make them safe for swimming once again. estuary noun: the part of the mouth or lower course of a river in which the river’s current meets the sea’s tide From the headlines: Florida Governor Ron DeSantis signed a bill that will ban oil drilling on the Apalachicola River. The river’s estuary is home to many endangered plants and animals, including the world’s largest stand of tupelo trees. The inlet is also the most important site in the state’s oyster industry. Environmentalists and fishermen supported the bill and pushed DeSantis to sign it. Fun fact: A Latin word meaning “boiling of the sea” is the root of estuary. gentrification noun: the buying and renovation of property in urban neighborhoods in a way that often displaces low-income families and small businesses From the headlines: Protesters in Mexico City say they’re angry about gentrification caused by large numbers of foreigners moving there since 2020. Locals say they have seen formerly affordable housing prices skyrocket as the numbers of short-term rentals and expats increase. Airbnb listings in the city have exploded to over 20,000, and Americans have arrived in particularly large numbers to buy and renovate houses. In the process, they say these factors have driven up costs for everyone, including local residents. hedonism noun: the doctrine that pleasure or happiness is the highest good From the headlines: Researchers say there are six traits that make someone seem “cool” to others, including extroversion, power, and embracing hedonism. An American Psychological Association study surveyed 6,000 people in 12 countries and found a sharp division between people seen as “good” versus “cool.” Being hedonistic, for example, didn’t make someone seem “good,” but focusing on one’s own happiness and pleasure was strongly associated with appearing “cool.” kayak verb: to travel by a traditional Inuit or Yupik canoe with a skin cover on a light framework, or by a small boat resembling this From the headlines: Several dozen Native American teens who spent a month kayaking the length of the Klamath River reached their destination. The group paddled their long, narrow boats about 300 miles, from Oregon to California, to celebrate the removal of four dams. The waterway holds a deep significance to Native American tribes, and many of the teens learned to kayak specifically to participate in the long paddle. larceny noun: the wrongful taking of someone’s property or goods From the headlines: Atlanta police have identified a suspect in the theft of hard drives holding unreleased Beyoncé songs. Setlists and plans for concert footage were also stolen when the alleged thief broke into a vehicle rented by the singer’s team. The larceny occurred during a stop on her Cowboy Carter tour. linchpin noun: something that holds the various elements of a complicated structure together From the headlines: The Department of Defense will stop supplying meteorologists with satellite data, which experts describe as a linchpin of storm modeling. Forecasts for hurricanes rely heavily on this military satellite feed to track storm paths and determine when people should evacuate. matcha noun: finely ground tea leaf powder used to make tea or as a flavoring, or the tea made from it From the headlines: The worldwide demand for matcha is causing severe shortages and higher prices. The bright green, grassy-flavored, powdered tea has a long history in Japan, but its popularity in other countries has exploded in recent years. Drinks and baked goods made with matcha have become wildly popular, causing Japanese tea growers to struggle to keep up with the demand. meteorite noun: a mass of stone or metal that has reached the earth from outer space From the headlines: On July 16, a bidder paid $4.3 million to own a chunk of Mars. The rare Martian meteorite, which weighs about 54 pounds, is the largest meteor fragment ever found on Earth that’s known to come from the red planet. Out of approximately 77,000 confirmed meteorites, only 400 were originally part of Mars. This one, named NWA 16788, was found in the Sahara Desert after its 140-million-mile journey through space. monastery noun: a residence occupied by a community of persons, especially monks, living in seclusion under religious vows From the headlines: Tens of thousands of books are being removed from a medieval Hungarian monastery to save them from a beetle infestation. The Pannonhalma Archabbey contains Hungary’s oldest library and some of the country’s most ancient and valuable books and written records. The monastery was founded 1,000 years ago by Benedictines, and about fifty monks live there today, practicing religious contemplation and solitude. nuptials noun: a marriage ceremony, or a social event accompanying one From the headlines: Protesters took to the streets in Venice as Amazon founder Jeff Bezos and Lauren Sanchez held their nuptials on a Venetian island, complete with 200 guests and three days of extravagant celebrations. Locals expressed outrage, saying the event placed additional strain on a city already struggling with overtourism and environmental fragility. offering noun: something presented to a deity as a symbol of devotion From the headlines: Archaeologists discovered about 2,000 pottery offerings on the Greek island of Kythnos. Historians said the clay figures, which represent children, women, and animals, had been left by devoted worshippers over the centuries. Two ancient temples once stood on the site, as well as a pit where the objects given as gifts to the gods were eventually thrown away to make room for new offerings. parody noun: a humorous or satirical imitation of a serious piece of writing or art From the headlines: Weird Al Yankovic, famed for his clever musical parodies, performed to a sold-out crowd at Madison Square Garden in New York, marking his first show at the iconic 20,000-seat venue. Over his forty-year career, Yankovic has become the most recognizable figure in the parody genre, with hits such as “Like a Surgeon,” a spoof of Madonna’s “Like a Virgin,” and “I Love Rocky Road,” a playful take on “I Love Rock ‘n Roll.” perennial adjective: arising repeatedly or always existing From the headlines: Joey Chestnut, the perennial champion of the Nathan’s Famous Hot Dog Eating Contest, reclaimed his crown this year after missing last year’s competition. He was sidelined in 2024 due to a sponsorship deal with a vegan meat brand, but prior to that, Chestnut had claimed victory in 16 of the past 17 contests. He still holds the world record for devouring 76 hot dogs and buns in just 10 minutes in 2021. philanthropist noun: someone who makes charitable donations From the headlines: Warren Buffett said he would donate $6 billion to five charitable foundations. The businessman and philanthropist, whose net worth is approximately $145 billion, has previously given more than $50 billion to the aforementioned foundations. While Buffet’s children will decide how to give away the rest of his fortune after his death, he said that more than 99 percent of it will have to be used philanthropically. plunder verb: to take wrongfully, as by pillage, robbery, or fraud From the headlines: Experts assumed that a Stradivarius violin plundered after World War II had been lost or destroyed; now it appears to have resurfaced. The 316-year-old instrument was stolen from a Berlin bank safe during the chaos at the end of the war, and the family who owned it searched for decades before giving up. An image of the looted violin, which is valued at millions of dollars, was discovered among photos of Stradivarius instruments from a 2018 Tokyo exhibition. risotto noun: a dish of rice cooked with broth and flavored with grated cheese and other ingredients From the headlines: The short-grain Italian rice that’s used to make risotto is under threat from an unusual culprit: flamingos. Flocks of the birds are settling into northern Italian rice paddies instead of their usual nesting grounds. By stirring the shallow water and rooting for mollusks, the flamingos are destroying many valuable rice crops. skittish adjective: easily frightened or extremely cautious From the headlines: Economists report that despite a low unemployment rate, employers are increasingly skittish about hiring, leaving many recent college graduates struggling to find jobs. Numerous tech companies, consulting firms, and federal agencies are cutting back or freezing hiring, while other industries are hesitant to increase payroll expenses. Furthermore, fewer workers are quitting, limiting job openings even more. synthetic adjective: pertaining to compounds formed through a chemical process by human agency, as opposed to those of natural origin From the headlines: The J.M. Smucker Company has announced it will phase out synthetic dyes from its jams and other offerings. While many of its products are already made without artificial colors, some, including sugar-free jams and Hostess snacks like Twinkies and Snoballs, still rely on them. The company intends to use naturally sourced dyes by 2027. tandem adverb: one following or behind the other From the headlines: Researchers were surprised by video evidence of animals that are normally at odds traveling in tandem. A night-vision camera recorded an ocelot traveling peacefully behind an opossum — a surprise, since ocelots usually prey on opossums. Later footage showed the opossum trailing the ocelot as it prowled. Other researchers have since reported at least three additional examples of such behavior. © 2025, Aakkhra, All rights reserved.
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    Meta āđ€āļ›āļīāļ”āļ•āļąāļ§āļŸāļĩāđ€āļˆāļ­āļĢāđŒāđƒāļŦāļĄāđˆāđƒāļ™āđāļ­āļ› Meta AI āđāļĨāļ°āđ€āļ§āđ‡āļšāđ„āļ‹āļ•āđŒ meta.ai āļŠāļ·āđˆāļ­āļ§āđˆāļē “Vibes” āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļŸāļĩāļ”āļ§āļīāļ”āļĩāđ‚āļ­āļŠāļąāđ‰āļ™āļ—āļĩāđˆāļŠāļĢāđ‰āļēāļ‡āļ”āđ‰āļ§āļĒ AI āļ—āļąāđ‰āļ‡āļŦāļĄāļ” āđ‚āļ”āļĒāļœāļđāđ‰āđƒāļŠāđ‰āļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļāļ‚āđ‰āļ­āļ„āļ§āļēāļĄ (prompt), āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļĄāļĩāļ­āļĒāļđāđˆ, āđ€āļžāļīāđˆāļĄāļ āļēāļž āđ€āļŠāļĩāļĒāļ‡ āđāļĨāļ°āļ›āļĢāļąāļšāļŠāđ„āļ•āļĨāđŒāđ„āļ”āđ‰āļ•āļēāļĄāđƒāļˆ āļāđˆāļ­āļ™āđāļŠāļĢāđŒāđ„āļ›āļĒāļąāļ‡ Instagram Reels āļŦāļĢāļ·āļ­ Facebook Stories āđ„āļ”āđ‰āļ—āļąāļ™āļ—āļĩ

    Vibes āļ–āļđāļāļ­āļ­āļāđāļšāļšāļĄāļēāđ€āļžāļ·āđˆāļ­āđƒāļŦāđ‰āļœāļđāđ‰āđƒāļŠāđ‰āļ—āļĩāđˆāđ„āļĄāđˆāļĄāļĩāļ—āļąāļāļĐāļ°āļ”āđ‰āļēāļ™āļāļēāļĢāļ•āļąāļ”āļ•āđˆāļ­āļŦāļĢāļ·āļ­āļāļēāļĢāļ–āđˆāļēāļĒāļ—āļģāļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļ”āļđāļ”āļĩāđ„āļ”āđ‰āļ‡āđˆāļēāļĒ āđ† āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļ›āļĢāļēāļāļāļ•āļąāļ§āđƒāļ™āļ„āļĨāļīāļ›āđ€āļ­āļ‡āđ€āļĨāļĒ āļˆāļļāļ”āđ€āļ”āđˆāļ™āļ„āļ·āļ­āļāļēāļĢāļĢāļ§āļĄāđ€āļ„āļĢāļ·āđˆāļ­āļ‡āļĄāļ·āļ­āļŠāļĢāđ‰āļēāļ‡āļ āļēāļž AI, āļŠāļ•āļīāļāđ€āļāļ­āļĢāđŒ, āđāļĨāļ°āđ‚āļĄāđ€āļ”āļĨāļ§āļīāļ”āļĩāđ‚āļ­āļ‚āļ­āļ‡ Meta āđ„āļ§āđ‰āđƒāļ™āļ—āļĩāđˆāđ€āļ”āļĩāļĒāļ§ āļ—āļģāđƒāļŦāđ‰āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ„āļ­āļ™āđ€āļ—āļ™āļ•āđŒāļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āđ€āļĢāļ·āđˆāļ­āļ‡āļŠāļ™āļļāļāđāļĨāļ°āđ€āļ‚āđ‰āļēāļ–āļķāļ‡āđ„āļ”āđ‰

    āļŸāļĩāļ” Vibes āļˆāļ°āđ€āļĢāļĩāļĒāļ™āļĢāļđāđ‰āļˆāļēāļāļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ‚āļ­āļ‡āļœāļđāđ‰āđƒāļŠāđ‰āđāļĨāļ°āļ›āļĢāļąāļšāđ€āļ™āļ·āđ‰āļ­āļŦāļēāđƒāļŦāđ‰āļ•āļĢāļ‡āļāļąāļšāļ„āļ§āļēāļĄāļŠāļ™āđƒāļˆāļĄāļēāļāļ‚āļķāđ‰āļ™āđ€āļĢāļ·āđˆāļ­āļĒ āđ† āļžāļĢāđ‰āļ­āļĄāđ€āļ›āļīāļ”āđƒāļŦāđ‰āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļāļœāļđāđ‰āđƒāļŠāđ‰āļ„āļ™āļ­āļ·āđˆāļ™āđ„āļ”āđ‰āļ—āļąāļ™āļ—āļĩāļœāđˆāļēāļ™āļ›āļļāđˆāļĄ “Remix” āļšāļ™ Instagram āļŦāļĢāļ·āļ­āđƒāļ™āđāļ­āļ› Meta AI āđ‚āļ”āļĒ Meta āļĒāļąāļ‡āļĢāđˆāļ§āļĄāļĄāļ·āļ­āļāļąāļšāļĻāļīāļĨāļ›āļīāļ™āđāļĨāļ°āļ™āļąāļāļŠāļĢāđ‰āļēāļ‡āļŠāļĢāļĢāļ„āđŒāđ€āļžāļ·āđˆāļ­āļžāļąāļ’āļ™āļēāđ‚āļĄāđ€āļ”āļĨāđƒāļŦāđ‰āļĄāļĩāļ„āļļāļ“āļ āļēāļžāļŠāļđāļ‡āļ‚āļķāđ‰āļ™āđƒāļ™āļ­āļ™āļēāļ„āļ•

    āđāļĄāđ‰āļˆāļ°āđ€āļ›āđ‡āļ™āļāļēāļĢāđ€āļ›āļīāļ”āđ‚āļ­āļāļēāļŠāđƒāļŦāđ‰āļ„āļ™āļ—āļąāđˆāļ§āđ„āļ›āđ€āļ‚āđ‰āļēāļ–āļķāļ‡āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļ”āđ‰āļ§āļĒ AI āđ„āļ”āđ‰āļ‡āđˆāļēāļĒāļ‚āļķāđ‰āļ™ āđāļ•āđˆāļāđ‡āļĄāļĩāļ‚āđ‰āļ­āļāļąāļ‡āļ§āļĨāļ§āđˆāļēāļ­āļēāļˆāļ—āļģāđƒāļŦāđ‰āđāļžāļĨāļ•āļŸāļ­āļĢāđŒāļĄāđ€āļ•āđ‡āļĄāđ„āļ›āļ”āđ‰āļ§āļĒ “AI slop” āļŦāļĢāļ·āļ­āļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļ”āļđāđāļ›āļĨāļ āđ„āļĄāđˆāļŠāļĄāļˆāļĢāļīāļ‡ āđāļĨāļ°āļ‚āļēāļ”āļ„āļļāļ“āļ āļēāļž āļ‹āļķāđˆāļ‡āļ­āļēāļˆāļŠāđˆāļ‡āļœāļĨāļ•āđˆāļ­āļ„āļ§āļēāļĄāļ™āļīāļĒāļĄāļ‚āļ­āļ‡ Reels āđāļĨāļ° Stories āđƒāļ™āļĢāļ°āļĒāļ°āļĒāļēāļ§

    āļ‚āđ‰āļ­āļĄāļđāļĨāļŠāļģāļ„āļąāļāļˆāļēāļāļ‚āđˆāļēāļ§
    Meta āđ€āļ›āļīāļ”āļ•āļąāļ§ Vibes āļŸāļĩāļ”āļ§āļīāļ”āļĩāđ‚āļ­āļŠāļąāđ‰āļ™āļ—āļĩāđˆāļŠāļĢāđ‰āļēāļ‡āļ”āđ‰āļ§āļĒ AI āļ—āļąāđ‰āļ‡āļŦāļĄāļ”āđƒāļ™āđāļ­āļ› Meta AI āđāļĨāļ°āđ€āļ§āđ‡āļšāđ„āļ‹āļ•āđŒ meta.ai
    āļœāļđāđ‰āđƒāļŠāđ‰āļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļāļ‚āđ‰āļ­āļ„āļ§āļēāļĄ āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļĄāļĩāļ­āļĒāļđāđˆ āđāļĨāļ°āļ›āļĢāļąāļšāđāļ•āđˆāļ‡āļ āļēāļž āđ€āļŠāļĩāļĒāļ‡ āļŠāđ„āļ•āļĨāđŒāđ„āļ”āđ‰
    āļ§āļīāļ”āļĩāđ‚āļ­āļŠāļēāļĄāļēāļĢāļ–āđāļŠāļĢāđŒāđ„āļ›āļĒāļąāļ‡ Instagram Reels āđāļĨāļ° Facebook Stories āđ„āļ”āđ‰āđ‚āļ”āļĒāļ•āļĢāļ‡
    Vibes āļĢāļ§āļĄāđ€āļ„āļĢāļ·āđˆāļ­āļ‡āļĄāļ·āļ­āļŠāļĢāđ‰āļēāļ‡āļ āļēāļž AI, āļŠāļ•āļīāļāđ€āļāļ­āļĢāđŒ āđāļĨāļ°āđ‚āļĄāđ€āļ”āļĨāļ§āļīāļ”āļĩāđ‚āļ­āđ„āļ§āđ‰āđƒāļ™āļ—āļĩāđˆāđ€āļ”āļĩāļĒāļ§
    āļŸāļĩāļ”āļˆāļ°āļ›āļĢāļąāļšāđ€āļ™āļ·āđ‰āļ­āļŦāļēāđƒāļŦāđ‰āļ•āļĢāļ‡āļāļąāļšāļ„āļ§āļēāļĄāļŠāļ™āđƒāļˆāļ‚āļ­āļ‡āļœāļđāđ‰āđƒāļŠāđ‰āđ‚āļ”āļĒāļ­āļīāļ‡āļˆāļēāļāļžāļĪāļ•āļīāļāļĢāļĢāļĄāļāļēāļĢāđƒāļŠāđ‰āļ‡āļēāļ™
    āļœāļđāđ‰āđƒāļŠāđ‰āļŠāļēāļĄāļēāļĢāļ–āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļ Instagram āđ„āļ”āđ‰āļœāđˆāļēāļ™āļ›āļļāđˆāļĄ “Remix” āļ—āļĩāđˆāđ€āļŠāļ·āđˆāļ­āļĄāļāļąāļšāđāļ­āļ› Meta AI
    Meta āļĢāđˆāļ§āļĄāļĄāļ·āļ­āļāļąāļšāļĻāļīāļĨāļ›āļīāļ™āđāļĨāļ°āļ™āļąāļāļŠāļĢāđ‰āļēāļ‡āļŠāļĢāļĢāļ„āđŒāđ€āļžāļ·āđˆāļ­āļžāļąāļ’āļ™āļēāđ‚āļĄāđ€āļ”āļĨāđƒāļŦāđ‰āļĄāļĩāļ„āļļāļ“āļ āļēāļžāļŠāļđāļ‡āļ‚āļķāđ‰āļ™
    Vibes āđ€āļ›āđ‡āļ™āļŠāđˆāļ§āļ™āļŦāļ™āļķāđˆāļ‡āļ‚āļ­āļ‡āļāļēāļĢāļ›āļĢāļąāļšāđ‚āļ„āļĢāļ‡āļŠāļĢāđ‰āļēāļ‡āļšāļĢāļīāļĐāļąāļ—āđ€āļžāļ·āđˆāļ­āļœāļĨāļąāļāļ”āļąāļ™ AI āđ„āļ›āļŠāļđāđˆāļ—āļļāļāļœāļĨāļīāļ•āļ āļąāļ“āļ‘āđŒāļ‚āļ­āļ‡ Meta

    āļ‚āđ‰āļ­āļĄāļđāļĨāđ€āļŠāļĢāļīāļĄāļˆāļēāļāļ āļēāļĒāļ™āļ­āļ
    āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļ”āđ‰āļ§āļĒ AI āļŠāđˆāļ§āļĒāļĨāļ”āļ•āđ‰āļ™āļ—āļļāļ™āđāļĨāļ°āđ€āļ§āļĨāļēāđƒāļ™āļāļēāļĢāļœāļĨāļīāļ•āļ„āļ­āļ™āđ€āļ—āļ™āļ•āđŒ
    āļœāļđāđ‰āđƒāļŠāđ‰āļ—āļĩāđˆāļ‚āļēāļ”āļ­āļļāļ›āļāļĢāļ“āđŒāļŦāļĢāļ·āļ­āļ„āļ§āļēāļĄāļĄāļąāđˆāļ™āđƒāļˆāļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āđ„āļ”āđ‰āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļ–āđˆāļēāļĒāđ€āļ­āļ‡
    āļāļēāļĢāđƒāļŠāđ‰ prompt āđƒāļ™āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āđ€āļ›āļīāļ”āđ‚āļ­āļāļēāļŠāđƒāļŦāđ‰āđ€āļāļīāļ”āļ„āļ§āļēāļĄāļ„āļīāļ”āļŠāļĢāđ‰āļēāļ‡āļŠāļĢāļĢāļ„āđŒāđāļšāļšāđƒāļŦāļĄāđˆ
    Meta āđ€āļ„āļĒāļ—āļ”āļĨāļ­āļ‡āļŸāļĩāđ€āļˆāļ­āļĢāđŒ AI chatbot persona āđāļ•āđˆāđ„āļĄāđˆāļ›āļĢāļ°āļŠāļšāļ„āļ§āļēāļĄāļŠāļģāđ€āļĢāđ‡āļˆāđ€āļ—āđˆāļē Vibes
    āļāļēāļĢāļĢāļ§āļĄ Vibes āđ€āļ‚āđ‰āļēāļāļąāļš Instagram āđāļĨāļ° Facebook āļ­āļēāļˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļ§āļīāļ˜āļĩāļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ„āļ­āļ™āđ€āļ—āļ™āļ•āđŒāđƒāļ™āļ­āļ™āļēāļ„āļ•

    https://www.techradar.com/ai-platforms-assistants/meta-launches-vibes-a-new-way-of-creating-and-remixing-ai-videos
    🎎 “Meta āđ€āļ›āļīāļ”āļ•āļąāļ§ Vibes — āļ›āļāļīāļ§āļąāļ•āļīāļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļŠāļąāđ‰āļ™āļ”āđ‰āļ§āļĒ AI āļ—āļĩāđˆāļ„āļļāļ“āđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļ–āđˆāļēāļĒāđ€āļ­āļ‡āļ­āļĩāļāļ•āđˆāļ­āđ„āļ›” Meta āđ€āļ›āļīāļ”āļ•āļąāļ§āļŸāļĩāđ€āļˆāļ­āļĢāđŒāđƒāļŦāļĄāđˆāđƒāļ™āđāļ­āļ› Meta AI āđāļĨāļ°āđ€āļ§āđ‡āļšāđ„āļ‹āļ•āđŒ meta.ai āļŠāļ·āđˆāļ­āļ§āđˆāļē “Vibes” āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļŸāļĩāļ”āļ§āļīāļ”āļĩāđ‚āļ­āļŠāļąāđ‰āļ™āļ—āļĩāđˆāļŠāļĢāđ‰āļēāļ‡āļ”āđ‰āļ§āļĒ AI āļ—āļąāđ‰āļ‡āļŦāļĄāļ” āđ‚āļ”āļĒāļœāļđāđ‰āđƒāļŠāđ‰āļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļāļ‚āđ‰āļ­āļ„āļ§āļēāļĄ (prompt), āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļĄāļĩāļ­āļĒāļđāđˆ, āđ€āļžāļīāđˆāļĄāļ āļēāļž āđ€āļŠāļĩāļĒāļ‡ āđāļĨāļ°āļ›āļĢāļąāļšāļŠāđ„āļ•āļĨāđŒāđ„āļ”āđ‰āļ•āļēāļĄāđƒāļˆ āļāđˆāļ­āļ™āđāļŠāļĢāđŒāđ„āļ›āļĒāļąāļ‡ Instagram Reels āļŦāļĢāļ·āļ­ Facebook Stories āđ„āļ”āđ‰āļ—āļąāļ™āļ—āļĩ Vibes āļ–āļđāļāļ­āļ­āļāđāļšāļšāļĄāļēāđ€āļžāļ·āđˆāļ­āđƒāļŦāđ‰āļœāļđāđ‰āđƒāļŠāđ‰āļ—āļĩāđˆāđ„āļĄāđˆāļĄāļĩāļ—āļąāļāļĐāļ°āļ”āđ‰āļēāļ™āļāļēāļĢāļ•āļąāļ”āļ•āđˆāļ­āļŦāļĢāļ·āļ­āļāļēāļĢāļ–āđˆāļēāļĒāļ—āļģāļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļ”āļđāļ”āļĩāđ„āļ”āđ‰āļ‡āđˆāļēāļĒ āđ† āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļ›āļĢāļēāļāļāļ•āļąāļ§āđƒāļ™āļ„āļĨāļīāļ›āđ€āļ­āļ‡āđ€āļĨāļĒ āļˆāļļāļ”āđ€āļ”āđˆāļ™āļ„āļ·āļ­āļāļēāļĢāļĢāļ§āļĄāđ€āļ„āļĢāļ·āđˆāļ­āļ‡āļĄāļ·āļ­āļŠāļĢāđ‰āļēāļ‡āļ āļēāļž AI, āļŠāļ•āļīāļāđ€āļāļ­āļĢāđŒ, āđāļĨāļ°āđ‚āļĄāđ€āļ”āļĨāļ§āļīāļ”āļĩāđ‚āļ­āļ‚āļ­āļ‡ Meta āđ„āļ§āđ‰āđƒāļ™āļ—āļĩāđˆāđ€āļ”āļĩāļĒāļ§ āļ—āļģāđƒāļŦāđ‰āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ„āļ­āļ™āđ€āļ—āļ™āļ•āđŒāļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āđ€āļĢāļ·āđˆāļ­āļ‡āļŠāļ™āļļāļāđāļĨāļ°āđ€āļ‚āđ‰āļēāļ–āļķāļ‡āđ„āļ”āđ‰ āļŸāļĩāļ” Vibes āļˆāļ°āđ€āļĢāļĩāļĒāļ™āļĢāļđāđ‰āļˆāļēāļāļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ‚āļ­āļ‡āļœāļđāđ‰āđƒāļŠāđ‰āđāļĨāļ°āļ›āļĢāļąāļšāđ€āļ™āļ·āđ‰āļ­āļŦāļēāđƒāļŦāđ‰āļ•āļĢāļ‡āļāļąāļšāļ„āļ§āļēāļĄāļŠāļ™āđƒāļˆāļĄāļēāļāļ‚āļķāđ‰āļ™āđ€āļĢāļ·āđˆāļ­āļĒ āđ† āļžāļĢāđ‰āļ­āļĄāđ€āļ›āļīāļ”āđƒāļŦāđ‰āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļāļœāļđāđ‰āđƒāļŠāđ‰āļ„āļ™āļ­āļ·āđˆāļ™āđ„āļ”āđ‰āļ—āļąāļ™āļ—āļĩāļœāđˆāļēāļ™āļ›āļļāđˆāļĄ “Remix” āļšāļ™ Instagram āļŦāļĢāļ·āļ­āđƒāļ™āđāļ­āļ› Meta AI āđ‚āļ”āļĒ Meta āļĒāļąāļ‡āļĢāđˆāļ§āļĄāļĄāļ·āļ­āļāļąāļšāļĻāļīāļĨāļ›āļīāļ™āđāļĨāļ°āļ™āļąāļāļŠāļĢāđ‰āļēāļ‡āļŠāļĢāļĢāļ„āđŒāđ€āļžāļ·āđˆāļ­āļžāļąāļ’āļ™āļēāđ‚āļĄāđ€āļ”āļĨāđƒāļŦāđ‰āļĄāļĩāļ„āļļāļ“āļ āļēāļžāļŠāļđāļ‡āļ‚āļķāđ‰āļ™āđƒāļ™āļ­āļ™āļēāļ„āļ• āđāļĄāđ‰āļˆāļ°āđ€āļ›āđ‡āļ™āļāļēāļĢāđ€āļ›āļīāļ”āđ‚āļ­āļāļēāļŠāđƒāļŦāđ‰āļ„āļ™āļ—āļąāđˆāļ§āđ„āļ›āđ€āļ‚āđ‰āļēāļ–āļķāļ‡āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļ”āđ‰āļ§āļĒ AI āđ„āļ”āđ‰āļ‡āđˆāļēāļĒāļ‚āļķāđ‰āļ™ āđāļ•āđˆāļāđ‡āļĄāļĩāļ‚āđ‰āļ­āļāļąāļ‡āļ§āļĨāļ§āđˆāļēāļ­āļēāļˆāļ—āļģāđƒāļŦāđ‰āđāļžāļĨāļ•āļŸāļ­āļĢāđŒāļĄāđ€āļ•āđ‡āļĄāđ„āļ›āļ”āđ‰āļ§āļĒ “AI slop” āļŦāļĢāļ·āļ­āļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļ”āļđāđāļ›āļĨāļ āđ„āļĄāđˆāļŠāļĄāļˆāļĢāļīāļ‡ āđāļĨāļ°āļ‚āļēāļ”āļ„āļļāļ“āļ āļēāļž āļ‹āļķāđˆāļ‡āļ­āļēāļˆāļŠāđˆāļ‡āļœāļĨāļ•āđˆāļ­āļ„āļ§āļēāļĄāļ™āļīāļĒāļĄāļ‚āļ­āļ‡ Reels āđāļĨāļ° Stories āđƒāļ™āļĢāļ°āļĒāļ°āļĒāļēāļ§ âœ… āļ‚āđ‰āļ­āļĄāļđāļĨāļŠāļģāļ„āļąāļāļˆāļēāļāļ‚āđˆāļēāļ§ âžĄïļ Meta āđ€āļ›āļīāļ”āļ•āļąāļ§ Vibes āļŸāļĩāļ”āļ§āļīāļ”āļĩāđ‚āļ­āļŠāļąāđ‰āļ™āļ—āļĩāđˆāļŠāļĢāđ‰āļēāļ‡āļ”āđ‰āļ§āļĒ AI āļ—āļąāđ‰āļ‡āļŦāļĄāļ”āđƒāļ™āđāļ­āļ› Meta AI āđāļĨāļ°āđ€āļ§āđ‡āļšāđ„āļ‹āļ•āđŒ meta.ai ➡ïļ āļœāļđāđ‰āđƒāļŠāđ‰āļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļāļ‚āđ‰āļ­āļ„āļ§āļēāļĄ āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļ—āļĩāđˆāļĄāļĩāļ­āļĒāļđāđˆ āđāļĨāļ°āļ›āļĢāļąāļšāđāļ•āđˆāļ‡āļ āļēāļž āđ€āļŠāļĩāļĒāļ‡ āļŠāđ„āļ•āļĨāđŒāđ„āļ”āđ‰ ➡ïļ āļ§āļīāļ”āļĩāđ‚āļ­āļŠāļēāļĄāļēāļĢāļ–āđāļŠāļĢāđŒāđ„āļ›āļĒāļąāļ‡ Instagram Reels āđāļĨāļ° Facebook Stories āđ„āļ”āđ‰āđ‚āļ”āļĒāļ•āļĢāļ‡ âžĄïļ Vibes āļĢāļ§āļĄāđ€āļ„āļĢāļ·āđˆāļ­āļ‡āļĄāļ·āļ­āļŠāļĢāđ‰āļēāļ‡āļ āļēāļž AI, āļŠāļ•āļīāļāđ€āļāļ­āļĢāđŒ āđāļĨāļ°āđ‚āļĄāđ€āļ”āļĨāļ§āļīāļ”āļĩāđ‚āļ­āđ„āļ§āđ‰āđƒāļ™āļ—āļĩāđˆāđ€āļ”āļĩāļĒāļ§ âžĄïļ āļŸāļĩāļ”āļˆāļ°āļ›āļĢāļąāļšāđ€āļ™āļ·āđ‰āļ­āļŦāļēāđƒāļŦāđ‰āļ•āļĢāļ‡āļāļąāļšāļ„āļ§āļēāļĄāļŠāļ™āđƒāļˆāļ‚āļ­āļ‡āļœāļđāđ‰āđƒāļŠāđ‰āđ‚āļ”āļĒāļ­āļīāļ‡āļˆāļēāļāļžāļĪāļ•āļīāļāļĢāļĢāļĄāļāļēāļĢāđƒāļŠāđ‰āļ‡āļēāļ™ âžĄïļ āļœāļđāđ‰āđƒāļŠāđ‰āļŠāļēāļĄāļēāļĢāļ–āļĢāļĩāļĄāļīāļāļ‹āđŒāļ§āļīāļ”āļĩāđ‚āļ­āļˆāļēāļ Instagram āđ„āļ”āđ‰āļœāđˆāļēāļ™āļ›āļļāđˆāļĄ “Remix” āļ—āļĩāđˆāđ€āļŠāļ·āđˆāļ­āļĄāļāļąāļšāđāļ­āļ› Meta AI ➡ïļ Meta āļĢāđˆāļ§āļĄāļĄāļ·āļ­āļāļąāļšāļĻāļīāļĨāļ›āļīāļ™āđāļĨāļ°āļ™āļąāļāļŠāļĢāđ‰āļēāļ‡āļŠāļĢāļĢāļ„āđŒāđ€āļžāļ·āđˆāļ­āļžāļąāļ’āļ™āļēāđ‚āļĄāđ€āļ”āļĨāđƒāļŦāđ‰āļĄāļĩāļ„āļļāļ“āļ āļēāļžāļŠāļđāļ‡āļ‚āļķāđ‰āļ™ âžĄïļ Vibes āđ€āļ›āđ‡āļ™āļŠāđˆāļ§āļ™āļŦāļ™āļķāđˆāļ‡āļ‚āļ­āļ‡āļāļēāļĢāļ›āļĢāļąāļšāđ‚āļ„āļĢāļ‡āļŠāļĢāđ‰āļēāļ‡āļšāļĢāļīāļĐāļąāļ—āđ€āļžāļ·āđˆāļ­āļœāļĨāļąāļāļ”āļąāļ™ AI āđ„āļ›āļŠāļđāđˆāļ—āļļāļāļœāļĨāļīāļ•āļ āļąāļ“āļ‘āđŒāļ‚āļ­āļ‡ Meta ✅ āļ‚āđ‰āļ­āļĄāļđāļĨāđ€āļŠāļĢāļīāļĄāļˆāļēāļāļ āļēāļĒāļ™āļ­āļ âžĄïļ āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āļ”āđ‰āļ§āļĒ AI āļŠāđˆāļ§āļĒāļĨāļ”āļ•āđ‰āļ™āļ—āļļāļ™āđāļĨāļ°āđ€āļ§āļĨāļēāđƒāļ™āļāļēāļĢāļœāļĨāļīāļ•āļ„āļ­āļ™āđ€āļ—āļ™āļ•āđŒ ➡ïļ āļœāļđāđ‰āđƒāļŠāđ‰āļ—āļĩāđˆāļ‚āļēāļ”āļ­āļļāļ›āļāļĢāļ“āđŒāļŦāļĢāļ·āļ­āļ„āļ§āļēāļĄāļĄāļąāđˆāļ™āđƒāļˆāļŠāļēāļĄāļēāļĢāļ–āļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āđ„āļ”āđ‰āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļ–āđˆāļēāļĒāđ€āļ­āļ‡ âžĄïļ āļāļēāļĢāđƒāļŠāđ‰ prompt āđƒāļ™āļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ§āļīāļ”āļĩāđ‚āļ­āđ€āļ›āļīāļ”āđ‚āļ­āļāļēāļŠāđƒāļŦāđ‰āđ€āļāļīāļ”āļ„āļ§āļēāļĄāļ„āļīāļ”āļŠāļĢāđ‰āļēāļ‡āļŠāļĢāļĢāļ„āđŒāđāļšāļšāđƒāļŦāļĄāđˆ ➡ïļ Meta āđ€āļ„āļĒāļ—āļ”āļĨāļ­āļ‡āļŸāļĩāđ€āļˆāļ­āļĢāđŒ AI chatbot persona āđāļ•āđˆāđ„āļĄāđˆāļ›āļĢāļ°āļŠāļšāļ„āļ§āļēāļĄāļŠāļģāđ€āļĢāđ‡āļˆāđ€āļ—āđˆāļē Vibes ➡ïļ āļāļēāļĢāļĢāļ§āļĄ Vibes āđ€āļ‚āđ‰āļēāļāļąāļš Instagram āđāļĨāļ° Facebook āļ­āļēāļˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļ§āļīāļ˜āļĩāļāļēāļĢāļŠāļĢāđ‰āļēāļ‡āļ„āļ­āļ™āđ€āļ—āļ™āļ•āđŒāđƒāļ™āļ­āļ™āļēāļ„āļ• https://www.techradar.com/ai-platforms-assistants/meta-launches-vibes-a-new-way-of-creating-and-remixing-ai-videos
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  • Kolkata Fatafat is one of the most well-known lottery-style games in West Bengal, enjoyed by a huge number of people who eagerly participate every day. The game is exciting because it offers quick results and the chance to win with just a little bit of luck. Many players follow the results regularly, checking updates to see if their predictions match. https://ffkolkata.net/ Over the years, it has grown into more than just a lottery—it has become a part of daily conversation for many people across Kolkata and beyond. The thrill of guessing numbers and waiting for the outcome adds to its popularity. However, it is also important to remember that Kolkata Fatafat is a game of chance. While it can bring moments of joy and winnings, players should approach it responsibly, without over-dependence. Treating it as a form of entertainment ensures the experience remains enjoyable and balanced.
    Kolkata Fatafat is one of the most well-known lottery-style games in West Bengal, enjoyed by a huge number of people who eagerly participate every day. The game is exciting because it offers quick results and the chance to win with just a little bit of luck. Many players follow the results regularly, checking updates to see if their predictions match. https://ffkolkata.net/ Over the years, it has grown into more than just a lottery—it has become a part of daily conversation for many people across Kolkata and beyond. The thrill of guessing numbers and waiting for the outcome adds to its popularity. However, it is also important to remember that Kolkata Fatafat is a game of chance. While it can bring moments of joy and winnings, players should approach it responsibly, without over-dependence. Treating it as a form of entertainment ensures the experience remains enjoyable and balanced.
    FFKOLKATA.NET
    Kolkata Fatafat
    See LIVE Kolkata Fatafat (āĶ•āĶēāĶ•āĶūāĶĪāĶū āĶŦā͟āĶūāĶŦā͟) today result and āĪ•āĨ‹āĪēāĪ•āĪūāĪĪāĪū āĪŦāΟāĪūāĪŦāΟ Ghosh Babu Free Tips with Kolkata FF 220 Patti list chart
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  • “Thinking Machines āđāļāđ‰āļ›āļąāļāļŦāļē LLM āļ•āļ­āļšāđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™ — āđ€āļœāļĒāļ•āđ‰āļ™āđ€āļŦāļ•āļļāļˆāļēāļ batch-size āđ„āļĄāđˆāļ„āļ‡āļ—āļĩāđˆ āđ„āļĄāđˆāđƒāļŠāđˆāđāļ„āđˆāđ€āļĢāļ·āđˆāļ­āļ‡ floating point”

    āļŦāļĨāļēāļĒāļ„āļ™āļ­āļēāļˆāđ€āļ„āļĒāļŠāļ‡āļŠāļąāļĒāļ§āđˆāļē āļ—āļģāđ„āļĄāđ€āļ§āļĨāļēāđƒāļŠāđ‰āđ‚āļĄāđ€āļ”āļĨāļ āļēāļĐāļēāļ­āļĒāđˆāļēāļ‡ ChatGPT āļ–āļēāļĄāļ„āļģāļ–āļēāļĄāđ€āļ”āļīāļĄāļ‹āđ‰āļģ āđ† āđāļĨāđ‰āļ§āđ„āļ”āđ‰āļ„āļģāļ•āļ­āļšāđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™ āļ—āļąāđ‰āļ‡āļ—āļĩāđˆāļ•āļąāđ‰āļ‡āļ„āđˆāļē temperature āđ€āļ›āđ‡āļ™ 0 āļ‹āļķāđˆāļ‡āļ„āļ§āļĢāļˆāļ°āđ„āļ”āđ‰āļ„āļģāļ•āļ­āļšāļ—āļĩāđˆ “āđāļ™āđˆāļ™āļ­āļ™” āļ—āļļāļāļ„āļĢāļąāđ‰āļ‡ āļĨāđˆāļēāļŠāļļāļ”āļ—āļĩāļĄāļ§āļīāļˆāļąāļĒāļˆāļēāļ Thinking Machines Lab āđ„āļ”āđ‰āļ­āļ­āļāļšāļ—āļ„āļ§āļēāļĄāđ€āļˆāļēāļ°āļĨāļķāļāļ–āļķāļ‡āļŠāļēāđ€āļŦāļ•āļļāļ‚āļ­āļ‡āļ„āļ§āļēāļĄāđ„āļĄāđˆāđāļ™āđˆāļ™āļ­āļ™ (nondeterminism) āđƒāļ™āļāļēāļĢāļ—āļģ inference āļ‚āļ­āļ‡ LLM āđāļĨāļ°āđ€āļŠāļ™āļ­āđāļ™āļ§āļ—āļēāļ‡āđāļāđ‰āđ„āļ‚āļ—āļĩāđˆāļ­āļēāļˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļĄāļēāļ•āļĢāļāļēāļ™āļ‚āļ­āļ‡āļ§āļ‡āļāļēāļĢ AI āđ„āļ›āļ•āļĨāļ­āļ”āļāļēāļĨ.

    āļšāļ—āļ„āļ§āļēāļĄāļ™āļĩāđ‰āļŠāļĩāđ‰āļ§āđˆāļē āļŠāļēāđ€āļŦāļ•āļļāļ—āļĩāđˆāđāļ—āđ‰āļˆāļĢāļīāļ‡āđ„āļĄāđˆāđƒāļŠāđˆāđāļ„āđˆāđ€āļĢāļ·āđˆāļ­āļ‡ “floating-point non-associativity” āļŦāļĢāļ·āļ­āļāļēāļĢāļ„āļģāļ™āļ§āļ“āđāļšāļšāļ‚āļ™āļēāļ™āļšāļ™ GPU āļ—āļĩāđˆāļ—āļģāđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ›āļ•āļēāļĄāļĨāļģāļ”āļąāļšāļāļēāļĢāļĢāļ§āļĄāļ„āđˆāļē āđāļ•āđˆāđ€āļāļīāļ”āļˆāļēāļāļŠāļīāđˆāļ‡āļ—āļĩāđˆāđ€āļĢāļĩāļĒāļāļ§āđˆāļē “batch-size variance” — āļāļĨāđˆāļēāļ§āļ„āļ·āļ­ āļœāļĨāļĨāļąāļžāļ˜āđŒāļ‚āļ­āļ‡āđāļ•āđˆāļĨāļ°āļ„āļģāļ‚āļ­ (request) āļ‚āļķāđ‰āļ™āļ­āļĒāļđāđˆāļāļąāļšāļ§āđˆāļēāļĄāļĩāļ„āļģāļ‚āļ­āļ­āļ·āđˆāļ™ āđ† āđ€āļ‚āđ‰āļēāļĄāļēāļžāļĢāđ‰āļ­āļĄāļāļąāļ™āļĄāļēāļāđāļ„āđˆāđ„āļŦāļ™ āļ‹āļķāđˆāļ‡āļŠāđˆāļ‡āļœāļĨāđƒāļŦāđ‰ batch-size āļ—āļĩāđˆāđƒāļŠāđ‰āđƒāļ™ kernel āđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ› āđāļĨāļ°āļ—āļģāđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļ•āļēāļĄ

    āđ€āļžāļ·āđˆāļ­āđāļāđ‰āļ›āļąāļāļŦāļēāļ™āļĩāđ‰ āļ—āļĩāļĄāļ‡āļēāļ™āđ„āļ”āđ‰āļžāļąāļ’āļ™āļē kernel āđāļšāļšāđƒāļŦāļĄāđˆāļ—āļĩāđˆāđ€āļĢāļĩāļĒāļāļ§āđˆāļē “batch-invariant kernels” āļ‹āļķāđˆāļ‡āļ—āļģāđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāļ‚āļ­āļ‡āđāļ•āđˆāļĨāļ°āļ„āļģāļ‚āļ­āđ„āļĄāđˆāļ‚āļķāđ‰āļ™āļ­āļĒāļđāđˆāļāļąāļš batch-size āļ—āļĩāđˆāđƒāļŠāđ‰āđƒāļ™āļĢāļ°āļšāļš āđ‚āļ”āļĒāļ›āļĢāļąāļšāļ›āļĢāļļāļ‡āļāļēāļĢāļ„āļģāļ™āļ§āļ“āđƒāļ™ RMSNorm, matrix multiplication āđāļĨāļ° attention āđƒāļŦāđ‰āļĄāļĩāļĨāļģāļ”āļąāļšāļāļēāļĢāļĢāļ§āļĄāļ„āđˆāļēāļ—āļĩāđˆāļ„āļ‡āļ—āļĩāđˆāđ„āļĄāđˆāļ§āđˆāļēāļˆāļ°āļĄāļĩāļ„āļģāļ‚āļ­āļĄāļēāļāļŦāļĢāļ·āļ­āļ™āđ‰āļ­āļĒ

    āļœāļĨāļāļēāļĢāļ—āļ”āļĨāļ­āļ‡āđāļŠāļ”āļ‡āđƒāļŦāđ‰āđ€āļŦāđ‡āļ™āļ§āđˆāļē āđ€āļĄāļ·āđˆāļ­āđƒāļŠāđ‰ batch-invariant kernels āđāļĨāđ‰āļ§ āđ‚āļĄāđ€āļ”āļĨāļŠāļēāļĄāļēāļĢāļ–āđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāļ—āļĩāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™āļ—āļļāļāļ„āļĢāļąāđ‰āļ‡āđāļĄāđ‰āļˆāļ°āļĄāļĩāļ„āļģāļ‚āļ­āļŦāļĨāļēāļĒāļŠāļļāļ”āđ€āļ‚āđ‰āļēāļĄāļēāļžāļĢāđ‰āļ­āļĄāļāļąāļ™ āđāļĨāļ°āļĒāļąāļ‡āļŠāļēāļĄāļēāļĢāļ–āļ™āļģāđ„āļ›āđƒāļŠāđ‰āđƒāļ™āļ‡āļēāļ™ reinforcement learning āđāļšāļš on-policy āđ„āļ”āđ‰āļ­āļĒāđˆāļēāļ‡āđāļ—āđ‰āļˆāļĢāļīāļ‡ āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļŠāļīāđˆāļ‡āļ—āļĩāđˆāđ„āļĄāđˆāđ€āļ„āļĒāļ—āļģāđ„āļ”āđ‰āļĄāļēāļāđˆāļ­āļ™

    āļŠāļēāđ€āļŦāļ•āļļāļ‚āļ­āļ‡āļ„āļ§āļēāļĄāđ„āļĄāđˆāđāļ™āđˆāļ™āļ­āļ™āđƒāļ™āļāļēāļĢāļ—āļģ inference āļ‚āļ­āļ‡ LLM
    āđ„āļĄāđˆāđ„āļ”āđ‰āđ€āļāļīāļ”āļˆāļēāļ floating-point āļŦāļĢāļ·āļ­ atomic add āđ‚āļ”āļĒāļ•āļĢāļ‡
    āđ€āļāļīāļ”āļˆāļēāļ batch-size āļ—āļĩāđˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ›āļ•āļēāļĄāļˆāļģāļ™āļ§āļ™āļ„āļģāļ‚āļ­āļ—āļĩāđˆāđ€āļ‚āđ‰āļēāļĄāļēāļžāļĢāđ‰āļ­āļĄāļāļąāļ™
    āļ—āļģāđƒāļŦāđ‰āļĨāļģāļ”āļąāļšāļāļēāļĢāļ„āļģāļ™āļ§āļ“āđƒāļ™ kernel āđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ› āđāļĨāļ°āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļ•āļēāļĄ
    āļŠāđˆāļ‡āļœāļĨāđƒāļŦāđ‰āđāļĄāđ‰āļˆāļ°āļ•āļąāđ‰āļ‡ temperature = 0 āļāđ‡āļĒāļąāļ‡āđ„āļ”āđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™

    āđāļ™āļ§āļ—āļēāļ‡āđāļāđ‰āđ„āļ‚āđ‚āļ”āļĒ Thinking Machines
    āļžāļąāļ’āļ™āļē batch-invariant kernels āļŠāļģāļŦāļĢāļąāļš RMSNorm, matmul āđāļĨāļ° attention
    āđƒāļŠāđ‰ data-parallel strategy āđ€āļžāļ·āđˆāļ­āđƒāļŦāđ‰āļĨāļģāļ”āļąāļšāļāļēāļĢāļĢāļ§āļĄāļ„āđˆāļēāļ„āļ‡āļ—āļĩāđˆ
    āļ›āļĢāļąāļš attention kernel āđƒāļŦāđ‰āļĨāļ”āļ„āđˆāļēāļˆāļēāļ KV cache āđāļĨāļ° current KV āļ­āļĒāđˆāļēāļ‡āļŠāļĄāđˆāļģāđ€āļŠāļĄāļ­
    āđƒāļŠāđ‰ fixed-size split āđāļ—āļ™ fixed-number split āđ€āļžāļ·āđˆāļ­āļĢāļąāļāļĐāļēāļĨāļģāļ”āļąāļšāļāļēāļĢāļ„āļģāļ™āļ§āļ“

    āļœāļĨāļĨāļąāļžāļ˜āđŒāļˆāļēāļāļāļēāļĢāļ—āļ”āļĨāļ­āļ‡
    āđ€āļĄāļ·āđˆāļ­āđƒāļŠāđ‰ batch-invariant kernels āđāļĨāđ‰āļ§ āđ„āļ”āđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™āļ—āļļāļāļ„āļĢāļąāđ‰āļ‡
    āļŠāļēāļĄāļēāļĢāļ–āđƒāļŠāđ‰āđƒāļ™ RL āđāļšāļš on-policy āđ„āļ”āđ‰āļˆāļĢāļīāļ‡ āđ‚āļ”āļĒāđ„āļĄāđˆāļĄāļĩ KL divergence
    āļĨāļ”āļ„āļ§āļēāļĄāļˆāļģāđ€āļ›āđ‡āļ™āđƒāļ™āļāļēāļĢāđƒāļŠāđ‰ importance weighting āđƒāļ™ RL
    āđāļĄāđ‰āļˆāļ°āļŠāđ‰āļēāļāļ§āđˆāļē kernel āļ›āļāļ•āļī ~20% āđāļ•āđˆāļĒāļąāļ‡āļ­āļĒāļđāđˆāđƒāļ™āļĢāļ°āļ”āļąāļšāļ—āļĩāđˆāđƒāļŠāđ‰āļ‡āļēāļ™āđ„āļ”āđ‰āļˆāļĢāļīāļ‡

    āļ‚āđ‰āļ­āļĄāļđāļĨāđ€āļŠāļĢāļīāļĄāļˆāļēāļāļ āļēāļĒāļ™āļ­āļ
    Thinking Machines āļāđˆāļ­āļ•āļąāđ‰āļ‡āđ‚āļ”āļĒāļ­āļ”āļĩāļ• CTO āļ‚āļ­āļ‡ OpenAI āđāļĨāļ°āļĄāļĩāļĄāļđāļĨāļ„āđˆāļēāļāļ§āđˆāļē $12 āļžāļąāļ™āļĨāđ‰āļēāļ™
    āđ‚āļ„āļĢāļ‡āļāļēāļĢāļ™āļĩāđ‰āđƒāļŠāđ‰āđ‚āļĄāđ€āļ”āļĨ Qwen3-8B āđāļĨāļ° Qwen3-235B āđƒāļ™āļāļēāļĢāļ—āļ”āļĨāļ­āļ‡
    batch-invariant ops āļ–āļđāļāđ€āļœāļĒāđāļžāļĢāđˆāļœāđˆāļēāļ™ PyTorch library āđāļĨāļ° vLLM integration
    āđāļ™āļ§āļ„āļīāļ”āļ™āļĩāđ‰āļ­āļēāļˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļĄāļēāļ•āļĢāļāļēāļ™āļ‚āļ­āļ‡āļāļēāļĢ deploy LLM āđƒāļ™āļĢāļ°āļ”āļąāļš production

    https://thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/
    🧠 “Thinking Machines āđāļāđ‰āļ›āļąāļāļŦāļē LLM āļ•āļ­āļšāđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™ — āđ€āļœāļĒāļ•āđ‰āļ™āđ€āļŦāļ•āļļāļˆāļēāļ batch-size āđ„āļĄāđˆāļ„āļ‡āļ—āļĩāđˆ āđ„āļĄāđˆāđƒāļŠāđˆāđāļ„āđˆāđ€āļĢāļ·āđˆāļ­āļ‡ floating point” āļŦāļĨāļēāļĒāļ„āļ™āļ­āļēāļˆāđ€āļ„āļĒāļŠāļ‡āļŠāļąāļĒāļ§āđˆāļē āļ—āļģāđ„āļĄāđ€āļ§āļĨāļēāđƒāļŠāđ‰āđ‚āļĄāđ€āļ”āļĨāļ āļēāļĐāļēāļ­āļĒāđˆāļēāļ‡ ChatGPT āļ–āļēāļĄāļ„āļģāļ–āļēāļĄāđ€āļ”āļīāļĄāļ‹āđ‰āļģ āđ† āđāļĨāđ‰āļ§āđ„āļ”āđ‰āļ„āļģāļ•āļ­āļšāđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™ āļ—āļąāđ‰āļ‡āļ—āļĩāđˆāļ•āļąāđ‰āļ‡āļ„āđˆāļē temperature āđ€āļ›āđ‡āļ™ 0 āļ‹āļķāđˆāļ‡āļ„āļ§āļĢāļˆāļ°āđ„āļ”āđ‰āļ„āļģāļ•āļ­āļšāļ—āļĩāđˆ “āđāļ™āđˆāļ™āļ­āļ™” āļ—āļļāļāļ„āļĢāļąāđ‰āļ‡ āļĨāđˆāļēāļŠāļļāļ”āļ—āļĩāļĄāļ§āļīāļˆāļąāļĒāļˆāļēāļ Thinking Machines Lab āđ„āļ”āđ‰āļ­āļ­āļāļšāļ—āļ„āļ§āļēāļĄāđ€āļˆāļēāļ°āļĨāļķāļāļ–āļķāļ‡āļŠāļēāđ€āļŦāļ•āļļāļ‚āļ­āļ‡āļ„āļ§āļēāļĄāđ„āļĄāđˆāđāļ™āđˆāļ™āļ­āļ™ (nondeterminism) āđƒāļ™āļāļēāļĢāļ—āļģ inference āļ‚āļ­āļ‡ LLM āđāļĨāļ°āđ€āļŠāļ™āļ­āđāļ™āļ§āļ—āļēāļ‡āđāļāđ‰āđ„āļ‚āļ—āļĩāđˆāļ­āļēāļˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļĄāļēāļ•āļĢāļāļēāļ™āļ‚āļ­āļ‡āļ§āļ‡āļāļēāļĢ AI āđ„āļ›āļ•āļĨāļ­āļ”āļāļēāļĨ. āļšāļ—āļ„āļ§āļēāļĄāļ™āļĩāđ‰āļŠāļĩāđ‰āļ§āđˆāļē āļŠāļēāđ€āļŦāļ•āļļāļ—āļĩāđˆāđāļ—āđ‰āļˆāļĢāļīāļ‡āđ„āļĄāđˆāđƒāļŠāđˆāđāļ„āđˆāđ€āļĢāļ·āđˆāļ­āļ‡ “floating-point non-associativity” āļŦāļĢāļ·āļ­āļāļēāļĢāļ„āļģāļ™āļ§āļ“āđāļšāļšāļ‚āļ™āļēāļ™āļšāļ™ GPU āļ—āļĩāđˆāļ—āļģāđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ›āļ•āļēāļĄāļĨāļģāļ”āļąāļšāļāļēāļĢāļĢāļ§āļĄāļ„āđˆāļē āđāļ•āđˆāđ€āļāļīāļ”āļˆāļēāļāļŠāļīāđˆāļ‡āļ—āļĩāđˆāđ€āļĢāļĩāļĒāļāļ§āđˆāļē “batch-size variance” — āļāļĨāđˆāļēāļ§āļ„āļ·āļ­ āļœāļĨāļĨāļąāļžāļ˜āđŒāļ‚āļ­āļ‡āđāļ•āđˆāļĨāļ°āļ„āļģāļ‚āļ­ (request) āļ‚āļķāđ‰āļ™āļ­āļĒāļđāđˆāļāļąāļšāļ§āđˆāļēāļĄāļĩāļ„āļģāļ‚āļ­āļ­āļ·āđˆāļ™ āđ† āđ€āļ‚āđ‰āļēāļĄāļēāļžāļĢāđ‰āļ­āļĄāļāļąāļ™āļĄāļēāļāđāļ„āđˆāđ„āļŦāļ™ āļ‹āļķāđˆāļ‡āļŠāđˆāļ‡āļœāļĨāđƒāļŦāđ‰ batch-size āļ—āļĩāđˆāđƒāļŠāđ‰āđƒāļ™ kernel āđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ› āđāļĨāļ°āļ—āļģāđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļ•āļēāļĄ āđ€āļžāļ·āđˆāļ­āđāļāđ‰āļ›āļąāļāļŦāļēāļ™āļĩāđ‰ āļ—āļĩāļĄāļ‡āļēāļ™āđ„āļ”āđ‰āļžāļąāļ’āļ™āļē kernel āđāļšāļšāđƒāļŦāļĄāđˆāļ—āļĩāđˆāđ€āļĢāļĩāļĒāļāļ§āđˆāļē “batch-invariant kernels” āļ‹āļķāđˆāļ‡āļ—āļģāđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāļ‚āļ­āļ‡āđāļ•āđˆāļĨāļ°āļ„āļģāļ‚āļ­āđ„āļĄāđˆāļ‚āļķāđ‰āļ™āļ­āļĒāļđāđˆāļāļąāļš batch-size āļ—āļĩāđˆāđƒāļŠāđ‰āđƒāļ™āļĢāļ°āļšāļš āđ‚āļ”āļĒāļ›āļĢāļąāļšāļ›āļĢāļļāļ‡āļāļēāļĢāļ„āļģāļ™āļ§āļ“āđƒāļ™ RMSNorm, matrix multiplication āđāļĨāļ° attention āđƒāļŦāđ‰āļĄāļĩāļĨāļģāļ”āļąāļšāļāļēāļĢāļĢāļ§āļĄāļ„āđˆāļēāļ—āļĩāđˆāļ„āļ‡āļ—āļĩāđˆāđ„āļĄāđˆāļ§āđˆāļēāļˆāļ°āļĄāļĩāļ„āļģāļ‚āļ­āļĄāļēāļāļŦāļĢāļ·āļ­āļ™āđ‰āļ­āļĒ āļœāļĨāļāļēāļĢāļ—āļ”āļĨāļ­āļ‡āđāļŠāļ”āļ‡āđƒāļŦāđ‰āđ€āļŦāđ‡āļ™āļ§āđˆāļē āđ€āļĄāļ·āđˆāļ­āđƒāļŠāđ‰ batch-invariant kernels āđāļĨāđ‰āļ§ āđ‚āļĄāđ€āļ”āļĨāļŠāļēāļĄāļēāļĢāļ–āđƒāļŦāđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāļ—āļĩāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™āļ—āļļāļāļ„āļĢāļąāđ‰āļ‡āđāļĄāđ‰āļˆāļ°āļĄāļĩāļ„āļģāļ‚āļ­āļŦāļĨāļēāļĒāļŠāļļāļ”āđ€āļ‚āđ‰āļēāļĄāļēāļžāļĢāđ‰āļ­āļĄāļāļąāļ™ āđāļĨāļ°āļĒāļąāļ‡āļŠāļēāļĄāļēāļĢāļ–āļ™āļģāđ„āļ›āđƒāļŠāđ‰āđƒāļ™āļ‡āļēāļ™ reinforcement learning āđāļšāļš on-policy āđ„āļ”āđ‰āļ­āļĒāđˆāļēāļ‡āđāļ—āđ‰āļˆāļĢāļīāļ‡ āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļŠāļīāđˆāļ‡āļ—āļĩāđˆāđ„āļĄāđˆāđ€āļ„āļĒāļ—āļģāđ„āļ”āđ‰āļĄāļēāļāđˆāļ­āļ™ âœ… āļŠāļēāđ€āļŦāļ•āļļāļ‚āļ­āļ‡āļ„āļ§āļēāļĄāđ„āļĄāđˆāđāļ™āđˆāļ™āļ­āļ™āđƒāļ™āļāļēāļĢāļ—āļģ inference āļ‚āļ­āļ‡ LLM ➡ïļ āđ„āļĄāđˆāđ„āļ”āđ‰āđ€āļāļīāļ”āļˆāļēāļ floating-point āļŦāļĢāļ·āļ­ atomic add āđ‚āļ”āļĒāļ•āļĢāļ‡ âžĄïļ āđ€āļāļīāļ”āļˆāļēāļ batch-size āļ—āļĩāđˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ›āļ•āļēāļĄāļˆāļģāļ™āļ§āļ™āļ„āļģāļ‚āļ­āļ—āļĩāđˆāđ€āļ‚āđ‰āļēāļĄāļēāļžāļĢāđ‰āļ­āļĄāļāļąāļ™ âžĄïļ āļ—āļģāđƒāļŦāđ‰āļĨāļģāļ”āļąāļšāļāļēāļĢāļ„āļģāļ™āļ§āļ“āđƒāļ™ kernel āđ€āļ›āļĨāļĩāđˆāļĒāļ™āđ„āļ› āđāļĨāļ°āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļ•āļēāļĄ âžĄïļ āļŠāđˆāļ‡āļœāļĨāđƒāļŦāđ‰āđāļĄāđ‰āļˆāļ°āļ•āļąāđ‰āļ‡ temperature = 0 āļāđ‡āļĒāļąāļ‡āđ„āļ”āđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ„āļĄāđˆāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™ âœ… āđāļ™āļ§āļ—āļēāļ‡āđāļāđ‰āđ„āļ‚āđ‚āļ”āļĒ Thinking Machines ➡ïļ āļžāļąāļ’āļ™āļē batch-invariant kernels āļŠāļģāļŦāļĢāļąāļš RMSNorm, matmul āđāļĨāļ° attention ➡ïļ āđƒāļŠāđ‰ data-parallel strategy āđ€āļžāļ·āđˆāļ­āđƒāļŦāđ‰āļĨāļģāļ”āļąāļšāļāļēāļĢāļĢāļ§āļĄāļ„āđˆāļēāļ„āļ‡āļ—āļĩāđˆ ➡ïļ āļ›āļĢāļąāļš attention kernel āđƒāļŦāđ‰āļĨāļ”āļ„āđˆāļēāļˆāļēāļ KV cache āđāļĨāļ° current KV āļ­āļĒāđˆāļēāļ‡āļŠāļĄāđˆāļģāđ€āļŠāļĄāļ­ âžĄïļ āđƒāļŠāđ‰ fixed-size split āđāļ—āļ™ fixed-number split āđ€āļžāļ·āđˆāļ­āļĢāļąāļāļĐāļēāļĨāļģāļ”āļąāļšāļāļēāļĢāļ„āļģāļ™āļ§āļ“ âœ… āļœāļĨāļĨāļąāļžāļ˜āđŒāļˆāļēāļāļāļēāļĢāļ—āļ”āļĨāļ­āļ‡ âžĄïļ āđ€āļĄāļ·āđˆāļ­āđƒāļŠāđ‰ batch-invariant kernels āđāļĨāđ‰āļ§ āđ„āļ”āđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāđ€āļŦāļĄāļ·āļ­āļ™āļāļąāļ™āļ—āļļāļāļ„āļĢāļąāđ‰āļ‡ âžĄïļ āļŠāļēāļĄāļēāļĢāļ–āđƒāļŠāđ‰āđƒāļ™ RL āđāļšāļš on-policy āđ„āļ”āđ‰āļˆāļĢāļīāļ‡ āđ‚āļ”āļĒāđ„āļĄāđˆāļĄāļĩ KL divergence ➡ïļ āļĨāļ”āļ„āļ§āļēāļĄāļˆāļģāđ€āļ›āđ‡āļ™āđƒāļ™āļāļēāļĢāđƒāļŠāđ‰ importance weighting āđƒāļ™ RL ➡ïļ āđāļĄāđ‰āļˆāļ°āļŠāđ‰āļēāļāļ§āđˆāļē kernel āļ›āļāļ•āļī ~20% āđāļ•āđˆāļĒāļąāļ‡āļ­āļĒāļđāđˆāđƒāļ™āļĢāļ°āļ”āļąāļšāļ—āļĩāđˆāđƒāļŠāđ‰āļ‡āļēāļ™āđ„āļ”āđ‰āļˆāļĢāļīāļ‡ âœ… āļ‚āđ‰āļ­āļĄāļđāļĨāđ€āļŠāļĢāļīāļĄāļˆāļēāļāļ āļēāļĒāļ™āļ­āļ âžĄïļ Thinking Machines āļāđˆāļ­āļ•āļąāđ‰āļ‡āđ‚āļ”āļĒāļ­āļ”āļĩāļ• CTO āļ‚āļ­āļ‡ OpenAI āđāļĨāļ°āļĄāļĩāļĄāļđāļĨāļ„āđˆāļēāļāļ§āđˆāļē $12 āļžāļąāļ™āļĨāđ‰āļēāļ™ âžĄïļ āđ‚āļ„āļĢāļ‡āļāļēāļĢāļ™āļĩāđ‰āđƒāļŠāđ‰āđ‚āļĄāđ€āļ”āļĨ Qwen3-8B āđāļĨāļ° Qwen3-235B āđƒāļ™āļāļēāļĢāļ—āļ”āļĨāļ­āļ‡ âžĄïļ batch-invariant ops āļ–āļđāļāđ€āļœāļĒāđāļžāļĢāđˆāļœāđˆāļēāļ™ PyTorch library āđāļĨāļ° vLLM integration ➡ïļ āđāļ™āļ§āļ„āļīāļ”āļ™āļĩāđ‰āļ­āļēāļˆāđ€āļ›āļĨāļĩāđˆāļĒāļ™āļĄāļēāļ•āļĢāļāļēāļ™āļ‚āļ­āļ‡āļāļēāļĢ deploy LLM āđƒāļ™āļĢāļ°āļ”āļąāļš production https://thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/
    THINKINGMACHINES.AI
    Defeating Nondeterminism in LLM Inference
    Reproducibility is a bedrock of scientific progress. However, it’s remarkably difficult to get reproducible results out of large language models. For example, you might observe that asking ChatGPT the same question multiple times provides different results. This by itself is not surprising, since getting a result from a language model involves “sampling”, a process that converts the language model’s output into a probability distribution and probabilistically selects a token. What might be more surprising is that even when we adjust the temperature down to 0This means that the LLM always chooses the highest probability token, which is called greedy sampling. (thus making the sampling theoretically deterministic), LLM APIs are still not deterministic in practice (see past discussions here, here, or here). Even when running inference on your own hardware with an OSS inference library like vLLM or SGLang, sampling still isn’t deterministic (see here or here).
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  • Highlight Words In Action : August 2025

    bipartisan
    adjective: representing, characterized by, or including members from two parties or factions

    From the headlines: The Trump administration’s decision to cut funding for the Open Technology Fund (OTF) has raised concerns among lawmakers, who see it as a vital tool against internet censorship in authoritarian regimes. Trump’s executive order effectively terminated the OTF’s budget, prompting bipartisan efforts to save the program. Advocates warn that without OTF-backed tools, many citizens and activists could lose secure communication channels, increasing their risk of surveillance and persecution.

    bounty
    noun: a premium or reward, especially one offered by a government

    From the headlines: The United States has lifted bounties on three senior Taliban figures. The three members of the Haqqani militant network in Afghanistan were allegedly involved in planning deadly attacks during the war with the U.S., some of which killed American citizens. Until this week, the State Department had offered rewards of up to $10 million for the death or capture of the militant leaders. The move follows last week’s release of a U.S. hostage who had been held by the Taliban since 2022.

    breach
    noun: an infraction or violation, such as of a law, contract, trust, or promise

    Jeffrey Goldberg, editor-in-chief of The Atlantic, disclosed that he was inadvertently added to a private Signal group chat used by U.S. national security officials. This unexpected breach exposed sensitive information, including details about military strikes in Yemen. The incident underscored a serious protocol violation, as national security deliberations are typically confined to secure, classified settings rather than informal messaging platforms.

    cartography
    noun: the production of maps, including construction of projections, design, compilation, drafting, and reproduction

    From the headlines: After more than a decade of unraveling the mysteries of the universe, the space telescope Gaia has officially powered down. In its ten years of operation, Gaia meticulously mapped nearly 2 billion stars, 150,000 asteroids, and countless other celestial wonders. This cartography resulted in a precise, three-dimensional map of our solar system, which has transformed our understanding of the Milky Way.

    civil liberty
    noun: the freedom of a citizen to exercise customary rights, as of speech or assembly, without unwarranted or arbitrary interference by the government

    From the headlines: Legal experts say surveillance methods being used by colleges and universities on their students may violate their civil liberties. When investigating vandalism connected to political protests, campus police have been using new tactics, including seizing students’ phones and laptops. They have also issued warrants based on social media posts or participation in campus protests. Civil liberties experts say these actions amount to stifling university students’ right to free speech.

    confiscate
    verb: to seize as forfeited to the public domain; appropriate, by way of penalty, for public use

    From the headlines: A kite was briefly confiscated after it came into contact with a United Airlines plane near Washington, D.C. The aircraft landed safely at Ronald Reagan National Airport following reports of a kite hitting it. Police seized the kite from a family at nearby Gravelly Point park, but returned it later. Despite the fact that kite flying is banned there because the sky overhead is “restricted airspace,” about a dozen people had reportedly been flying kites at the park that day.

    defraud
    verb: to deprive of a right, money, or property by fraud

    From the headlines: Hollywood writer-director Carl Erik Rinsch was arrested for defrauding Netflix of $11 million, meant for his unfinished sci-fi show White Horse. Prosecutors say he spent around $10 million on luxury purchases, including Rolls-Royces, a Ferrari, and antiques. Prosecutors also claim that he used the money to pay legal fees to sue Netflix for additional money. Rinsch has been charged with wire fraud and money laundering, while Netflix has declined to comment.

    embezzlement
    noun: the stealing of money entrusted to one’s care

    From the headlines: French politician Marine Le Pen was convicted of embezzlement and barred from public office for five years. Le Pen, who leads the far-right National Rally party, had planned to run for president in 2027. She was also sentenced to four years in prison for spending $4.3 million in European Parliament funds on her own party expenses.

    Fun fact: Embezzlement is from the Anglo-French enbesiler, “cause to disappear,” and an Old French root meaning “to destroy or gouge.”

    fairway
    noun: Golf. the part of the course where the grass is cut short between the tees and the putting greens

    From the headlines: When golf courses close, research shows the surrounding environment improves. With declining interest in golf, nearby neighborhoods report benefits like less flooding and reduced pesticide runoff. Across the U.S., many former courses have been repurposed as nature reserves, where manicured fairways have been replaced by thriving wildflower meadows.

    forage
    verb: to wander or go in search of provisions

    From the headlines: A new online map shows where 1.6 million edible plants grow in cities around the world. The guide, called Falling Fruit, is meant to help urban dwellers and visitors forage for food. Its open source design means people can add locations, mapping additional fruit trees, berry bushes, beehives, and plants that might otherwise go unnoticed.

    franchise
    noun: Sports. a professional sports team

    From the headlines: A group led by Bill Chisholm has agreed to buy the Boston Celtics for $6.1 billion, making it the most expensive franchise sale in North American sports history. The Celtics, fresh off their 18th NBA title, are facing significant financial challenges under the new collective bargaining agreement, but remain favorites to repeat as champions.

    geriatric
    adjective: noting or relating to aged people or animals

    From the headlines: The New England Aquarium in Boston has introduced a new “retirement home” for geriatric aquarium penguins, relocating six elderly birds to a designated island. While wild penguins typically live about ten years, the new aquarium houses twenty penguins in their twenties and thirties. This specialized haven ensures these aging animals receive monitoring for conditions such as arthritis and cataracts.

    Fun fact: The Greek gērōs, “old,” is the root of geriatric.

    iguana
    noun: a large, arboreal lizard, native to Central and South America, having stout legs and a crest of spines from neck to tail

    From the headlines: A recent study sheds light on how North American iguanas may have reached a remote island in Fiji. Genetic analysis suggests that these large reptiles likely traversed thousands of miles across the Pacific Ocean by drifting on makeshift rafts of fallen trees. If confirmed, this would represent the longest documented oceanic migration by any terrestrial vertebrate, apart from humans.

    inaccessible
    adjective: not accessible; unapproachable

    From the headlines: Researchers investigating why we can’t remember being babies found evidence that those memories still exist in our brains, but are inaccessible. Scientists have long suspected that infants don’t create memories at all. A new study using MRI imaging to observe babies’ brains found that around 12 months old, they do begin storing memories of specific images. Neuroscientists are now focused on learning why these early recollections become locked away and out of reach as we grow older.

    magnitude
    noun: greatness of size or amount

    From the headlines: A devastating 7.7 magnitude earthquake struck Myanmar, killing over 3,000 people and leaving hundreds missing. The tremors were so intense they reached 600 miles to Bangkok, where skyscrapers swayed. In response, China, India, and Russia sent rescue teams, while countries like Thailand, Malaysia, and Vietnam offered aid.

    manipulate
    verb: to adapt or change (accounts, figures, etc.) to suit one’s purpose or advantage

    From the headlines: A cheating scandal shook the world of professional ski jumping this week. Several members of Team Norway were suspended after officials found evidence that their ski suits had been manipulated to make the athletes more aerodynamic. The team’s manager admitted to illegally adding an extra seam where the legs are sewn together; more material there was hoped to give the jumpers extra lift and allow air to flow around them more efficiently.

    mush
    verb: to drive or spur on (sled dogs or a sled drawn by dogs)

    From the headlines: Greenland’s annual dog sledding race attracted unusual international attention when the White House said the vice president’s wife, Usha Vance, would attend. Vance canceled her trip after Greenlanders planned to protest her presence at the event. Competitors in the Avannaata Qimussersua, or “Great Race of the North,” mushed their dogs over 26 snowy miles. Henrik Jensen, a musher from northern Greenland, crossed the finish line in first place, pulled by his team of Greenlandic sled dogs.

    ovine
    adjective: pertaining to, of the nature of, or like sheep

    From the headlines: The world’s first known case of bird flu in sheep was diagnosed in Yorkshire, England. After the H5N1 virus was found among birds on a farm, health officials also tested its flock of sheep; only one ovine case was detected. The infected sheep was euthanized to prevent the disease from spreading, and officials said “the risk to livestock remains low.”

    pontiff
    noun: Ecclesiastical. the Roman Catholic pope, the Bishop of Rome

    From the headlines: Following the release of Pope Francis from the hospital on March 23, his lead physician said the pontiff had faced such grave danger that his medical team considered halting treatment. During his hospitalization, the pope endured two critical health crises, prompting intense deliberations over whether aggressive interventions should continue, given the potential risks to his internal organs. Ultimately, the doctors opted to pursue “all available medicines and treatments,” a decision that proved pivotal to his recovery.

    populism
    noun: grass-roots democracy; working-class activism; egalitarianism

    From the headlines: Bernie Sanders is drawing unprecedented crowds on his “Fighting Oligarchy” tour, fueled by a message rooted in economic populism. His rhetoric resonates with disillusioned voters seeking an alternative to both President Trump and the Democratic Party. The independent senator from Vermont frequently denounces what he terms a “government of the billionaires, by the billionaires, and for the billionaires,” while chastising Democrats for failing to adequately champion the interests of the working class.

    prescription
    noun: a direction, usually written, by the physician to the pharmacist for the preparation and use of a medicine or remedy

    From the headlines: A new trend is emerging in healthcare — doctors are now prescribing museum visits. Backed by research showing that time spent in cultural spots can boost mental health and ease loneliness, more physicians are encouraging patients to explore art galleries, theaters, concert halls, and libraries. These cultural outings are said to reduce stress, alleviate mild anxiety and depression, and even improve conditions like high blood pressure. It’s the prescription you didn’t know you needed.

    pristine
    adjective: having its original purity; uncorrupted or unsullied

    From the headlines: Many countries are looking to Switzerland as a model, hoping to replicate its transformation of once heavily polluted rivers and lakes into some of the most pristine in Europe. In the 1960s, Swiss waterways were choked with algae and dead fish due to sewage and industrial pollution. However, over the following decades, the country made significant investments in advanced water treatment facilities. Today, nearly all of its lakes and rivers are once again pristine and safe for swimming.

    prolong
    verb: to lengthen out in time; extend the duration of; cause to continue longer

    From the headlines: After their quick trip to the International Space Station turned out to have an unexpectedly long duration, two NASA astronauts have been safely returned to Earth. What began as an eight-day mission for Butch Wilmore and Suni Williams had to be prolonged after their Starliner spacecraft experienced helium leaks and thruster problems. The two ended up staying on the ISS for more than nine months, until two seats were available on a returning space capsule.

    recruit
    verb: to attempt to acquire the services of (a person) for an employer

    From the headlines: As the White House cuts funding for scientific research, European countries are stepping up to recruit top U.S. scientists. Experts in climate change and vaccine safety are now eyeing job offers across the Atlantic, with France and the Netherlands boosting their budgets to hire talent for their universities.

    reinstate
    verb: to put back or establish again, as in a former position or state

    From the headlines: On March 24, a South Korean court reinstated impeached Prime Minister Han Duck-soo. Han was returned to the government and named acting leader once his impeachment was overturned. President Yoon Suk Yeol, who was also removed from office, is still awaiting a verdict. Han and Yoon were both suspended by South Korea’s National Assembly in December.

    repatriation
    noun: the act or process of returning a person or thing to the country of origin

    From the headlines: After several weeks of refusal, Venezuela agreed to accept repatriation flights from the United States, and the first plane carrying Venezuelan migrants back to their home country landed on March 24. About 200 people who had been deported from the U.S. were on the initial flight. Conflicts between the two countries had previously put the returns on hold.

    serenade
    verb: to entertain with or perform with vocal or instrumental music

    From the headlines: After an incredible 70-year career, Johnny Mathis, the legendary crooner with the famously smooth “velvet voice,” has announced his retirement at the age of 89. Known for his romantic ballads, jazz classics, and soft rock hits, Mathis has been serenading audiences since his teenage years. With more albums sold than any pop artist except Frank Sinatra, his voice has been the soundtrack to countless memories.

    tuition
    noun: the charge or fee for instruction, as at a private school or a college or university

    From the headlines: Starting this fall, attending Harvard University will cost nothing for most students. The school announced that tuition will be free for people whose families earn less than $200,000 per year. The average household income in the U.S. is $80,000. Food, housing, health insurance, and travel will also be free for less wealthy students. The University of Pennsylvania and the Massachusetts Institute of Technology have adopted the same financial aid policy.

    unredacted
    adjective: (of a document) with confidential or sensitive information included or visible

    From the headlines: The Trump administration released over 2,000 documents on JFK’s assassination, leading to a search for new insights. While the unredacted files do not dispute that Lee Harvey Oswald acted alone, they reveal long-hidden details about CIA agents and operations. Attorney Larry Schnapf, who has pushed for their release, argues the disclosures highlight excessive government secrecy. He believes the unredacted documents demonstrate how overclassification has been misused by national security officials.

    ÂĐ 2025, Aakkhra, All rights reserved.
    Highlight Words In Action : August 2025 bipartisan adjective: representing, characterized by, or including members from two parties or factions From the headlines: The Trump administration’s decision to cut funding for the Open Technology Fund (OTF) has raised concerns among lawmakers, who see it as a vital tool against internet censorship in authoritarian regimes. Trump’s executive order effectively terminated the OTF’s budget, prompting bipartisan efforts to save the program. Advocates warn that without OTF-backed tools, many citizens and activists could lose secure communication channels, increasing their risk of surveillance and persecution. bounty noun: a premium or reward, especially one offered by a government From the headlines: The United States has lifted bounties on three senior Taliban figures. The three members of the Haqqani militant network in Afghanistan were allegedly involved in planning deadly attacks during the war with the U.S., some of which killed American citizens. Until this week, the State Department had offered rewards of up to $10 million for the death or capture of the militant leaders. The move follows last week’s release of a U.S. hostage who had been held by the Taliban since 2022. breach noun: an infraction or violation, such as of a law, contract, trust, or promise Jeffrey Goldberg, editor-in-chief of The Atlantic, disclosed that he was inadvertently added to a private Signal group chat used by U.S. national security officials. This unexpected breach exposed sensitive information, including details about military strikes in Yemen. The incident underscored a serious protocol violation, as national security deliberations are typically confined to secure, classified settings rather than informal messaging platforms. cartography noun: the production of maps, including construction of projections, design, compilation, drafting, and reproduction From the headlines: After more than a decade of unraveling the mysteries of the universe, the space telescope Gaia has officially powered down. In its ten years of operation, Gaia meticulously mapped nearly 2 billion stars, 150,000 asteroids, and countless other celestial wonders. This cartography resulted in a precise, three-dimensional map of our solar system, which has transformed our understanding of the Milky Way. civil liberty noun: the freedom of a citizen to exercise customary rights, as of speech or assembly, without unwarranted or arbitrary interference by the government From the headlines: Legal experts say surveillance methods being used by colleges and universities on their students may violate their civil liberties. When investigating vandalism connected to political protests, campus police have been using new tactics, including seizing students’ phones and laptops. They have also issued warrants based on social media posts or participation in campus protests. Civil liberties experts say these actions amount to stifling university students’ right to free speech. confiscate verb: to seize as forfeited to the public domain; appropriate, by way of penalty, for public use From the headlines: A kite was briefly confiscated after it came into contact with a United Airlines plane near Washington, D.C. The aircraft landed safely at Ronald Reagan National Airport following reports of a kite hitting it. Police seized the kite from a family at nearby Gravelly Point park, but returned it later. Despite the fact that kite flying is banned there because the sky overhead is “restricted airspace,” about a dozen people had reportedly been flying kites at the park that day. defraud verb: to deprive of a right, money, or property by fraud From the headlines: Hollywood writer-director Carl Erik Rinsch was arrested for defrauding Netflix of $11 million, meant for his unfinished sci-fi show White Horse. Prosecutors say he spent around $10 million on luxury purchases, including Rolls-Royces, a Ferrari, and antiques. Prosecutors also claim that he used the money to pay legal fees to sue Netflix for additional money. Rinsch has been charged with wire fraud and money laundering, while Netflix has declined to comment. embezzlement noun: the stealing of money entrusted to one’s care From the headlines: French politician Marine Le Pen was convicted of embezzlement and barred from public office for five years. Le Pen, who leads the far-right National Rally party, had planned to run for president in 2027. She was also sentenced to four years in prison for spending $4.3 million in European Parliament funds on her own party expenses. Fun fact: Embezzlement is from the Anglo-French enbesiler, “cause to disappear,” and an Old French root meaning “to destroy or gouge.” fairway noun: Golf. the part of the course where the grass is cut short between the tees and the putting greens From the headlines: When golf courses close, research shows the surrounding environment improves. With declining interest in golf, nearby neighborhoods report benefits like less flooding and reduced pesticide runoff. Across the U.S., many former courses have been repurposed as nature reserves, where manicured fairways have been replaced by thriving wildflower meadows. forage verb: to wander or go in search of provisions From the headlines: A new online map shows where 1.6 million edible plants grow in cities around the world. The guide, called Falling Fruit, is meant to help urban dwellers and visitors forage for food. Its open source design means people can add locations, mapping additional fruit trees, berry bushes, beehives, and plants that might otherwise go unnoticed. franchise noun: Sports. a professional sports team From the headlines: A group led by Bill Chisholm has agreed to buy the Boston Celtics for $6.1 billion, making it the most expensive franchise sale in North American sports history. The Celtics, fresh off their 18th NBA title, are facing significant financial challenges under the new collective bargaining agreement, but remain favorites to repeat as champions. geriatric adjective: noting or relating to aged people or animals From the headlines: The New England Aquarium in Boston has introduced a new “retirement home” for geriatric aquarium penguins, relocating six elderly birds to a designated island. While wild penguins typically live about ten years, the new aquarium houses twenty penguins in their twenties and thirties. This specialized haven ensures these aging animals receive monitoring for conditions such as arthritis and cataracts. Fun fact: The Greek gērōs, “old,” is the root of geriatric. iguana noun: a large, arboreal lizard, native to Central and South America, having stout legs and a crest of spines from neck to tail From the headlines: A recent study sheds light on how North American iguanas may have reached a remote island in Fiji. Genetic analysis suggests that these large reptiles likely traversed thousands of miles across the Pacific Ocean by drifting on makeshift rafts of fallen trees. If confirmed, this would represent the longest documented oceanic migration by any terrestrial vertebrate, apart from humans. inaccessible adjective: not accessible; unapproachable From the headlines: Researchers investigating why we can’t remember being babies found evidence that those memories still exist in our brains, but are inaccessible. Scientists have long suspected that infants don’t create memories at all. A new study using MRI imaging to observe babies’ brains found that around 12 months old, they do begin storing memories of specific images. Neuroscientists are now focused on learning why these early recollections become locked away and out of reach as we grow older. magnitude noun: greatness of size or amount From the headlines: A devastating 7.7 magnitude earthquake struck Myanmar, killing over 3,000 people and leaving hundreds missing. The tremors were so intense they reached 600 miles to Bangkok, where skyscrapers swayed. In response, China, India, and Russia sent rescue teams, while countries like Thailand, Malaysia, and Vietnam offered aid. manipulate verb: to adapt or change (accounts, figures, etc.) to suit one’s purpose or advantage From the headlines: A cheating scandal shook the world of professional ski jumping this week. Several members of Team Norway were suspended after officials found evidence that their ski suits had been manipulated to make the athletes more aerodynamic. The team’s manager admitted to illegally adding an extra seam where the legs are sewn together; more material there was hoped to give the jumpers extra lift and allow air to flow around them more efficiently. mush verb: to drive or spur on (sled dogs or a sled drawn by dogs) From the headlines: Greenland’s annual dog sledding race attracted unusual international attention when the White House said the vice president’s wife, Usha Vance, would attend. Vance canceled her trip after Greenlanders planned to protest her presence at the event. Competitors in the Avannaata Qimussersua, or “Great Race of the North,” mushed their dogs over 26 snowy miles. Henrik Jensen, a musher from northern Greenland, crossed the finish line in first place, pulled by his team of Greenlandic sled dogs. ovine adjective: pertaining to, of the nature of, or like sheep From the headlines: The world’s first known case of bird flu in sheep was diagnosed in Yorkshire, England. After the H5N1 virus was found among birds on a farm, health officials also tested its flock of sheep; only one ovine case was detected. The infected sheep was euthanized to prevent the disease from spreading, and officials said “the risk to livestock remains low.” pontiff noun: Ecclesiastical. the Roman Catholic pope, the Bishop of Rome From the headlines: Following the release of Pope Francis from the hospital on March 23, his lead physician said the pontiff had faced such grave danger that his medical team considered halting treatment. During his hospitalization, the pope endured two critical health crises, prompting intense deliberations over whether aggressive interventions should continue, given the potential risks to his internal organs. Ultimately, the doctors opted to pursue “all available medicines and treatments,” a decision that proved pivotal to his recovery. populism noun: grass-roots democracy; working-class activism; egalitarianism From the headlines: Bernie Sanders is drawing unprecedented crowds on his “Fighting Oligarchy” tour, fueled by a message rooted in economic populism. His rhetoric resonates with disillusioned voters seeking an alternative to both President Trump and the Democratic Party. The independent senator from Vermont frequently denounces what he terms a “government of the billionaires, by the billionaires, and for the billionaires,” while chastising Democrats for failing to adequately champion the interests of the working class. prescription noun: a direction, usually written, by the physician to the pharmacist for the preparation and use of a medicine or remedy From the headlines: A new trend is emerging in healthcare — doctors are now prescribing museum visits. Backed by research showing that time spent in cultural spots can boost mental health and ease loneliness, more physicians are encouraging patients to explore art galleries, theaters, concert halls, and libraries. These cultural outings are said to reduce stress, alleviate mild anxiety and depression, and even improve conditions like high blood pressure. It’s the prescription you didn’t know you needed. pristine adjective: having its original purity; uncorrupted or unsullied From the headlines: Many countries are looking to Switzerland as a model, hoping to replicate its transformation of once heavily polluted rivers and lakes into some of the most pristine in Europe. In the 1960s, Swiss waterways were choked with algae and dead fish due to sewage and industrial pollution. However, over the following decades, the country made significant investments in advanced water treatment facilities. Today, nearly all of its lakes and rivers are once again pristine and safe for swimming. prolong verb: to lengthen out in time; extend the duration of; cause to continue longer From the headlines: After their quick trip to the International Space Station turned out to have an unexpectedly long duration, two NASA astronauts have been safely returned to Earth. What began as an eight-day mission for Butch Wilmore and Suni Williams had to be prolonged after their Starliner spacecraft experienced helium leaks and thruster problems. The two ended up staying on the ISS for more than nine months, until two seats were available on a returning space capsule. recruit verb: to attempt to acquire the services of (a person) for an employer From the headlines: As the White House cuts funding for scientific research, European countries are stepping up to recruit top U.S. scientists. Experts in climate change and vaccine safety are now eyeing job offers across the Atlantic, with France and the Netherlands boosting their budgets to hire talent for their universities. reinstate verb: to put back or establish again, as in a former position or state From the headlines: On March 24, a South Korean court reinstated impeached Prime Minister Han Duck-soo. Han was returned to the government and named acting leader once his impeachment was overturned. President Yoon Suk Yeol, who was also removed from office, is still awaiting a verdict. Han and Yoon were both suspended by South Korea’s National Assembly in December. repatriation noun: the act or process of returning a person or thing to the country of origin From the headlines: After several weeks of refusal, Venezuela agreed to accept repatriation flights from the United States, and the first plane carrying Venezuelan migrants back to their home country landed on March 24. About 200 people who had been deported from the U.S. were on the initial flight. Conflicts between the two countries had previously put the returns on hold. serenade verb: to entertain with or perform with vocal or instrumental music From the headlines: After an incredible 70-year career, Johnny Mathis, the legendary crooner with the famously smooth “velvet voice,” has announced his retirement at the age of 89. Known for his romantic ballads, jazz classics, and soft rock hits, Mathis has been serenading audiences since his teenage years. With more albums sold than any pop artist except Frank Sinatra, his voice has been the soundtrack to countless memories. tuition noun: the charge or fee for instruction, as at a private school or a college or university From the headlines: Starting this fall, attending Harvard University will cost nothing for most students. The school announced that tuition will be free for people whose families earn less than $200,000 per year. The average household income in the U.S. is $80,000. Food, housing, health insurance, and travel will also be free for less wealthy students. The University of Pennsylvania and the Massachusetts Institute of Technology have adopted the same financial aid policy. unredacted adjective: (of a document) with confidential or sensitive information included or visible From the headlines: The Trump administration released over 2,000 documents on JFK’s assassination, leading to a search for new insights. While the unredacted files do not dispute that Lee Harvey Oswald acted alone, they reveal long-hidden details about CIA agents and operations. Attorney Larry Schnapf, who has pushed for their release, argues the disclosures highlight excessive government secrecy. He believes the unredacted documents demonstrate how overclassification has been misused by national security officials. © 2025, Aakkhra, All rights reserved.
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  • āđ€āļĢāļ·āđˆāļ­āļ‡āđ€āļĨāđˆāļēāļˆāļēāļāļ„āļĨāļ·āđˆāļ™āļ§āļīāļ—āļĒāļļāļ–āļķāļ‡āļāļēāļĢāļ§āļąāļ”āļŦāļąāļ§āđƒāļˆ: āđ€āļĄāļ·āđˆāļ­ Wi-Fi āļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āļŦāļĄāļ­āđ€āļ‡āļĩāļĒāļšāđƒāļ™āļšāđ‰āļēāļ™āļ„āļļāļ“

    āļ—āļĩāļĄāļ™āļąāļāļ§āļīāļˆāļąāļĒāļˆāļēāļāļĄāļŦāļēāļ§āļīāļ—āļĒāļēāļĨāļąāļĒ UC Santa Cruz āļ™āļģāđ‚āļ”āļĒāļĻāļēāļŠāļ•āļĢāļēāļˆāļēāļĢāļĒāđŒ Katia Obraczka āđāļĨāļ°āļ™āļąāļāļĻāļķāļāļĐāļēāļ›āļĢāļīāļāļāļēāđ€āļ­āļ Nayan Bhatia āđ„āļ”āđ‰āļžāļąāļ’āļ™āļēāđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩāļŠāļ·āđˆāļ­ “Pulse-Fi” āļ‹āļķāđˆāļ‡āđƒāļŠāđ‰āļ„āļĨāļ·āđˆāļ™ Wi-Fi āļĢāđˆāļ§āļĄāļāļąāļšāļ­āļąāļĨāļāļ­āļĢāļīāļ˜āļķāļĄ machine learning āđ€āļžāļ·āđˆāļ­āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆāļˆāļēāļāļĢāļ°āļĒāļ°āđ„āļāļĨ āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āđƒāļŠāđ‰āđ€āļ‹āđ‡āļ™āđ€āļ‹āļ­āļĢāđŒāđāļšāļšāļŠāļąāļĄāļœāļąāļŠ āđ€āļŠāđˆāļ™ āļŠāļĄāļēāļĢāđŒāļ—āļ§āļ­āļ—āļŠāđŒāļŦāļĢāļ·āļ­āļ­āļļāļ›āļāļĢāļ“āđŒāļ„āļĩāļšāļ›āļĨāļēāļĒāļ™āļīāđ‰āļ§

    āļŦāļĨāļąāļāļāļēāļĢāļ—āļģāļ‡āļēāļ™āļ„āļ·āļ­ Wi-Fi transmitter āļˆāļ°āļ›āļĨāđˆāļ­āļĒāļ„āļĨāļ·āđˆāļ™āļ§āļīāļ—āļĒāļļāļ­āļ­āļāđ„āļ›āđƒāļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆ āđāļĨāļ°āđ€āļĄāļ·āđˆāļ­āļ„āļĨāļ·āđˆāļ™āđ€āļŦāļĨāđˆāļēāļ™āļąāđ‰āļ™āļŠāļ°āļ—āđ‰āļ­āļ™āļŦāļĢāļ·āļ­āļœāđˆāļēāļ™āļĢāđˆāļēāļ‡āļāļēāļĒāļĄāļ™āļļāļĐāļĒāđŒ āļˆāļ°āđ€āļāļīāļ”āļāļēāļĢāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđāļ›āļĨāļ‡āđ€āļĨāđ‡āļāļ™āđ‰āļ­āļĒāđƒāļ™āļŠāļąāļāļāļēāļ“ āļ‹āļķāđˆāļ‡āļ­āļąāļĨāļāļ­āļĢāļīāļ˜āļķāļĄāļ‚āļ­āļ‡ Pulse-Fi āļŠāļēāļĄāļēāļĢāļ–āđāļĒāļāđāļĒāļ°āļāļēāļĢāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđāļ›āļĨāļ‡āļ—āļĩāđˆāđ€āļāļīāļ”āļˆāļēāļāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆāļ­āļ­āļāļˆāļēāļāļŠāļąāļāļāļēāļ“āļĢāļšāļāļ§āļ™āļ­āļ·āđˆāļ™ āđ† āđ„āļ”āđ‰āļ­āļĒāđˆāļēāļ‡āđāļĄāđˆāļ™āļĒāļģ

    āļĢāļ°āļšāļšāļ™āļĩāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆāđ„āļ”āđ‰āđāļĄāđˆāļ™āļĒāļģāļ–āļķāļ‡ ±0.5 BPM āļ āļēāļĒāđƒāļ™āđ€āļ§āļĨāļēāđ€āļžāļĩāļĒāļ‡ 5 āļ§āļīāļ™āļēāļ—āļĩ āđāļĨāļ°āļŠāļēāļĄāļēāļĢāļ–āļ—āļģāļ‡āļēāļ™āđ„āļ”āđ‰āđāļĄāđ‰āļœāļđāđ‰āđƒāļŠāđ‰āļ­āļĒāļđāđˆāļŦāđˆāļēāļ‡āļˆāļēāļāļ­āļļāļ›āļāļĢāļ“āđŒāļ–āļķāļ‡ 10 āļŸāļļāļ• āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļ„āļģāļ™āļķāļ‡āļ–āļķāļ‡āļ—āđˆāļēāļ—āļēāļ‡ āđ€āļŠāđˆāļ™ āļ™āļąāđˆāļ‡ āļĒāļ·āļ™ āļŦāļĢāļ·āļ­āđ€āļ”āļīāļ™

    Pulse-Fi āđƒāļŠāđ‰āļŪāļēāļĢāđŒāļ”āđāļ§āļĢāđŒāļĢāļēāļ„āļēāļ–āļđāļāļ­āļĒāđˆāļēāļ‡ ESP32 (āļ›āļĢāļ°āļĄāļēāļ“ $5–10) āļŦāļĢāļ·āļ­ Raspberry Pi ($30) āļ‹āļķāđˆāļ‡āļ—āļģāđƒāļŦāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ™āļģāđ„āļ›āđƒāļŠāđ‰āđƒāļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļ—āļĩāđˆāļĄāļĩāļ—āļĢāļąāļžāļĒāļēāļāļĢāļˆāļģāļāļąāļ”āđ„āļ”āđ‰ āđāļĨāļ°āļĒāļąāļ‡āļĄāļĩāđāļœāļ™āļžāļąāļ’āļ™āļēāđƒāļŦāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāļŦāļēāļĒāđƒāļˆāđ€āļžāļ·āđˆāļ­āļŠāđˆāļ§āļĒāļ•āļĢāļ§āļˆāļˆāļąāļšāļ āļēāļ§āļ°āļŦāļĒāļļāļ”āļŦāļēāļĒāđƒāļˆāļ‚āļ“āļ°āļŦāļĨāļąāļš (sleep apnea) āđ„āļ”āđ‰āđƒāļ™āļ­āļ™āļēāļ„āļ•

    āđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩ Pulse-Fi āđāļĨāļ°āļŦāļĨāļąāļāļāļēāļĢāļ—āļģāļ‡āļēāļ™
    āđƒāļŠāđ‰āļ„āļĨāļ·āđˆāļ™ Wi-Fi āļĢāđˆāļ§āļĄāļāļąāļš machine learning āđ€āļžāļ·āđˆāļ­āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆ
    āđāļĒāļāļŠāļąāļāļāļēāļ“āļŠāļĩāļžāļˆāļĢāļˆāļēāļāļŠāļąāļāļāļēāļ“āļĢāļšāļāļ§āļ™āđƒāļ™āļŠāļīāđˆāļ‡āđāļ§āļ”āļĨāđ‰āļ­āļĄ
    āļ—āļģāļ‡āļēāļ™āđ„āļ”āđ‰āđāļĄāđˆāļ™āļĒāļģāļ–āļķāļ‡ ±0.5 BPM āļ āļēāļĒāđƒāļ™ 5 āļ§āļīāļ™āļēāļ—āļĩ

    āļ„āļ§āļēāļĄāļŠāļēāļĄāļēāļĢāļ–āđƒāļ™āļāļēāļĢāđƒāļŠāđ‰āļ‡āļēāļ™āļˆāļĢāļīāļ‡
    āļ§āļąāļ”āđ„āļ”āđ‰āļˆāļēāļāļĢāļ°āļĒāļ°āđ„āļāļĨāļ–āļķāļ‡ 10 āļŸāļļāļ• āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļŠāļąāļĄāļœāļąāļŠāļĢāđˆāļēāļ‡āļāļēāļĒ
    āđ„āļĄāđˆāļ‚āļķāđ‰āļ™āļāļąāļšāļ—āđˆāļēāļ—āļēāļ‡āļ‚āļ­āļ‡āļœāļđāđ‰āđƒāļŠāđ‰āļ‡āļēāļ™ āđ€āļŠāđˆāļ™ āļ™āļąāđˆāļ‡ āļĒāļ·āļ™ āļŦāļĢāļ·āļ­āđ€āļ”āļīāļ™
    āđƒāļŠāđ‰āļŪāļēāļĢāđŒāļ”āđāļ§āļĢāđŒāļĢāļēāļ„āļēāļ–āļđāļ āđ€āļŠāđˆāļ™ ESP32 āļŦāļĢāļ·āļ­ Raspberry Pi

    āļāļēāļĢāđ€āļ›āļĢāļĩāļĒāļšāđ€āļ—āļĩāļĒāļšāļāļąāļšāļ­āļļāļ›āļāļĢāļ“āđŒāđāļšāļšāļŠāļąāļĄāļœāļąāļŠ
    Pulse-Fi āđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļŠāļąāļĄāļœāļąāļŠāļœāļīāļ§āļŦāļ™āļąāļ‡āđ€āļŦāļĄāļ·āļ­āļ™ pulse oximeter āļŦāļĢāļ·āļ­āļŠāļĄāļēāļĢāđŒāļ—āļ§āļ­āļ—āļŠāđŒ
    āđ€āļŦāļĄāļēāļ°āļŠāļģāļŦāļĢāļąāļšāļāļēāļĢāļ•āļīāļ”āļ•āļēāļĄāļŠāļļāļ‚āļ āļēāļžāđāļšāļšāđ„āļĄāđˆāļĢāļšāļāļ§āļ™āļŠāļĩāļ§āļīāļ•āļ›āļĢāļ°āļˆāļģāļ§āļąāļ™
    āļĄāļĩāļĻāļąāļāļĒāļ āļēāļžāđƒāļ™āļāļēāļĢāđƒāļŠāđ‰āļ‡āļēāļ™āđƒāļ™āļšāđ‰āļēāļ™ āđ‚āļĢāļ‡āļžāļĒāļēāļšāļēāļĨ āļŦāļĢāļ·āļ­āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļŦāđˆāļēāļ‡āđ„āļāļĨ

    āđāļœāļ™āļžāļąāļ’āļ™āļēāđƒāļ™āļ­āļ™āļēāļ„āļ•
    āļāļģāļĨāļąāļ‡āļžāļąāļ’āļ™āļēāđƒāļŦāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāļŦāļēāļĒāđƒāļˆāđ€āļžāļ·āđˆāļ­āļŠāđˆāļ§āļĒāļ•āļĢāļ§āļˆāļˆāļąāļš sleep apnea
    āļŦāļēāļāļŠāļģāđ€āļĢāđ‡āļˆ āļˆāļ°āļŠāđˆāļ§āļĒāđƒāļŦāđ‰āļāļēāļĢāļ§āļīāļ™āļīāļˆāļ‰āļąāļĒāđ‚āļĢāļ„āļ—āļģāđ„āļ”āđ‰āļ‡āđˆāļēāļĒāļ‚āļķāđ‰āļ™āđāļĨāļ°āļŠāļ°āļ”āļ§āļāļ‚āļķāđ‰āļ™
    āļ­āļēāļˆāļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āļĄāļēāļ•āļĢāļāļēāļ™āđƒāļŦāļĄāđˆāļ‚āļ­āļ‡āļāļēāļĢāļ•āļĢāļ§āļˆāļŠāļļāļ‚āļ āļēāļžāđāļšāļšāđ„āļĢāđ‰āļŠāļąāļĄāļœāļąāļŠ

    https://www.tomshardware.com/maker-stem/research-team-uses-wi-fi-to-monitor-heart-rate-accurately-relies-on-signal-variations-caused-by-beating-heart-to-determine-bpm
    🎙ïļ āđ€āļĢāļ·āđˆāļ­āļ‡āđ€āļĨāđˆāļēāļˆāļēāļāļ„āļĨāļ·āđˆāļ™āļ§āļīāļ—āļĒāļļāļ–āļķāļ‡āļāļēāļĢāļ§āļąāļ”āļŦāļąāļ§āđƒāļˆ: āđ€āļĄāļ·āđˆāļ­ Wi-Fi āļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āļŦāļĄāļ­āđ€āļ‡āļĩāļĒāļšāđƒāļ™āļšāđ‰āļēāļ™āļ„āļļāļ“ āļ—āļĩāļĄāļ™āļąāļāļ§āļīāļˆāļąāļĒāļˆāļēāļāļĄāļŦāļēāļ§āļīāļ—āļĒāļēāļĨāļąāļĒ UC Santa Cruz āļ™āļģāđ‚āļ”āļĒāļĻāļēāļŠāļ•āļĢāļēāļˆāļēāļĢāļĒāđŒ Katia Obraczka āđāļĨāļ°āļ™āļąāļāļĻāļķāļāļĐāļēāļ›āļĢāļīāļāļāļēāđ€āļ­āļ Nayan Bhatia āđ„āļ”āđ‰āļžāļąāļ’āļ™āļēāđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩāļŠāļ·āđˆāļ­ “Pulse-Fi” āļ‹āļķāđˆāļ‡āđƒāļŠāđ‰āļ„āļĨāļ·āđˆāļ™ Wi-Fi āļĢāđˆāļ§āļĄāļāļąāļšāļ­āļąāļĨāļāļ­āļĢāļīāļ˜āļķāļĄ machine learning āđ€āļžāļ·āđˆāļ­āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆāļˆāļēāļāļĢāļ°āļĒāļ°āđ„āļāļĨ āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āđƒāļŠāđ‰āđ€āļ‹āđ‡āļ™āđ€āļ‹āļ­āļĢāđŒāđāļšāļšāļŠāļąāļĄāļœāļąāļŠ āđ€āļŠāđˆāļ™ āļŠāļĄāļēāļĢāđŒāļ—āļ§āļ­āļ—āļŠāđŒāļŦāļĢāļ·āļ­āļ­āļļāļ›āļāļĢāļ“āđŒāļ„āļĩāļšāļ›āļĨāļēāļĒāļ™āļīāđ‰āļ§ āļŦāļĨāļąāļāļāļēāļĢāļ—āļģāļ‡āļēāļ™āļ„āļ·āļ­ Wi-Fi transmitter āļˆāļ°āļ›āļĨāđˆāļ­āļĒāļ„āļĨāļ·āđˆāļ™āļ§āļīāļ—āļĒāļļāļ­āļ­āļāđ„āļ›āđƒāļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆ āđāļĨāļ°āđ€āļĄāļ·āđˆāļ­āļ„āļĨāļ·āđˆāļ™āđ€āļŦāļĨāđˆāļēāļ™āļąāđ‰āļ™āļŠāļ°āļ—āđ‰āļ­āļ™āļŦāļĢāļ·āļ­āļœāđˆāļēāļ™āļĢāđˆāļēāļ‡āļāļēāļĒāļĄāļ™āļļāļĐāļĒāđŒ āļˆāļ°āđ€āļāļīāļ”āļāļēāļĢāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđāļ›āļĨāļ‡āđ€āļĨāđ‡āļāļ™āđ‰āļ­āļĒāđƒāļ™āļŠāļąāļāļāļēāļ“ āļ‹āļķāđˆāļ‡āļ­āļąāļĨāļāļ­āļĢāļīāļ˜āļķāļĄāļ‚āļ­āļ‡ Pulse-Fi āļŠāļēāļĄāļēāļĢāļ–āđāļĒāļāđāļĒāļ°āļāļēāļĢāđ€āļ›āļĨāļĩāđˆāļĒāļ™āđāļ›āļĨāļ‡āļ—āļĩāđˆāđ€āļāļīāļ”āļˆāļēāļāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆāļ­āļ­āļāļˆāļēāļāļŠāļąāļāļāļēāļ“āļĢāļšāļāļ§āļ™āļ­āļ·āđˆāļ™ āđ† āđ„āļ”āđ‰āļ­āļĒāđˆāļēāļ‡āđāļĄāđˆāļ™āļĒāļģ āļĢāļ°āļšāļšāļ™āļĩāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆāđ„āļ”āđ‰āđāļĄāđˆāļ™āļĒāļģāļ–āļķāļ‡ ±0.5 BPM āļ āļēāļĒāđƒāļ™āđ€āļ§āļĨāļēāđ€āļžāļĩāļĒāļ‡ 5 āļ§āļīāļ™āļēāļ—āļĩ āđāļĨāļ°āļŠāļēāļĄāļēāļĢāļ–āļ—āļģāļ‡āļēāļ™āđ„āļ”āđ‰āđāļĄāđ‰āļœāļđāđ‰āđƒāļŠāđ‰āļ­āļĒāļđāđˆāļŦāđˆāļēāļ‡āļˆāļēāļāļ­āļļāļ›āļāļĢāļ“āđŒāļ–āļķāļ‡ 10 āļŸāļļāļ• āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļ„āļģāļ™āļķāļ‡āļ–āļķāļ‡āļ—āđˆāļēāļ—āļēāļ‡ āđ€āļŠāđˆāļ™ āļ™āļąāđˆāļ‡ āļĒāļ·āļ™ āļŦāļĢāļ·āļ­āđ€āļ”āļīāļ™ Pulse-Fi āđƒāļŠāđ‰āļŪāļēāļĢāđŒāļ”āđāļ§āļĢāđŒāļĢāļēāļ„āļēāļ–āļđāļāļ­āļĒāđˆāļēāļ‡ ESP32 (āļ›āļĢāļ°āļĄāļēāļ“ $5–10) āļŦāļĢāļ·āļ­ Raspberry Pi ($30) āļ‹āļķāđˆāļ‡āļ—āļģāđƒāļŦāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ™āļģāđ„āļ›āđƒāļŠāđ‰āđƒāļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļ—āļĩāđˆāļĄāļĩāļ—āļĢāļąāļžāļĒāļēāļāļĢāļˆāļģāļāļąāļ”āđ„āļ”āđ‰ āđāļĨāļ°āļĒāļąāļ‡āļĄāļĩāđāļœāļ™āļžāļąāļ’āļ™āļēāđƒāļŦāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāļŦāļēāļĒāđƒāļˆāđ€āļžāļ·āđˆāļ­āļŠāđˆāļ§āļĒāļ•āļĢāļ§āļˆāļˆāļąāļšāļ āļēāļ§āļ°āļŦāļĒāļļāļ”āļŦāļēāļĒāđƒāļˆāļ‚āļ“āļ°āļŦāļĨāļąāļš (sleep apnea) āđ„āļ”āđ‰āđƒāļ™āļ­āļ™āļēāļ„āļ• âœ… āđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩ Pulse-Fi āđāļĨāļ°āļŦāļĨāļąāļāļāļēāļĢāļ—āļģāļ‡āļēāļ™ âžĄïļ āđƒāļŠāđ‰āļ„āļĨāļ·āđˆāļ™ Wi-Fi āļĢāđˆāļ§āļĄāļāļąāļš machine learning āđ€āļžāļ·āđˆāļ­āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāđ€āļ•āđ‰āļ™āļ‚āļ­āļ‡āļŦāļąāļ§āđƒāļˆ âžĄïļ āđāļĒāļāļŠāļąāļāļāļēāļ“āļŠāļĩāļžāļˆāļĢāļˆāļēāļāļŠāļąāļāļāļēāļ“āļĢāļšāļāļ§āļ™āđƒāļ™āļŠāļīāđˆāļ‡āđāļ§āļ”āļĨāđ‰āļ­āļĄ âžĄïļ āļ—āļģāļ‡āļēāļ™āđ„āļ”āđ‰āđāļĄāđˆāļ™āļĒāļģāļ–āļķāļ‡ ±0.5 BPM āļ āļēāļĒāđƒāļ™ 5 āļ§āļīāļ™āļēāļ—āļĩ ✅ āļ„āļ§āļēāļĄāļŠāļēāļĄāļēāļĢāļ–āđƒāļ™āļāļēāļĢāđƒāļŠāđ‰āļ‡āļēāļ™āļˆāļĢāļīāļ‡ âžĄïļ āļ§āļąāļ”āđ„āļ”āđ‰āļˆāļēāļāļĢāļ°āļĒāļ°āđ„āļāļĨāļ–āļķāļ‡ 10 āļŸāļļāļ• āđ‚āļ”āļĒāđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļŠāļąāļĄāļœāļąāļŠāļĢāđˆāļēāļ‡āļāļēāļĒ âžĄïļ āđ„āļĄāđˆāļ‚āļķāđ‰āļ™āļāļąāļšāļ—āđˆāļēāļ—āļēāļ‡āļ‚āļ­āļ‡āļœāļđāđ‰āđƒāļŠāđ‰āļ‡āļēāļ™ āđ€āļŠāđˆāļ™ āļ™āļąāđˆāļ‡ āļĒāļ·āļ™ āļŦāļĢāļ·āļ­āđ€āļ”āļīāļ™ âžĄïļ āđƒāļŠāđ‰āļŪāļēāļĢāđŒāļ”āđāļ§āļĢāđŒāļĢāļēāļ„āļēāļ–āļđāļ āđ€āļŠāđˆāļ™ ESP32 āļŦāļĢāļ·āļ­ Raspberry Pi ✅ āļāļēāļĢāđ€āļ›āļĢāļĩāļĒāļšāđ€āļ—āļĩāļĒāļšāļāļąāļšāļ­āļļāļ›āļāļĢāļ“āđŒāđāļšāļšāļŠāļąāļĄāļœāļąāļŠ âžĄïļ Pulse-Fi āđ„āļĄāđˆāļ•āđ‰āļ­āļ‡āļŠāļąāļĄāļœāļąāļŠāļœāļīāļ§āļŦāļ™āļąāļ‡āđ€āļŦāļĄāļ·āļ­āļ™ pulse oximeter āļŦāļĢāļ·āļ­āļŠāļĄāļēāļĢāđŒāļ—āļ§āļ­āļ—āļŠāđŒ ➡ïļ āđ€āļŦāļĄāļēāļ°āļŠāļģāļŦāļĢāļąāļšāļāļēāļĢāļ•āļīāļ”āļ•āļēāļĄāļŠāļļāļ‚āļ āļēāļžāđāļšāļšāđ„āļĄāđˆāļĢāļšāļāļ§āļ™āļŠāļĩāļ§āļīāļ•āļ›āļĢāļ°āļˆāļģāļ§āļąāļ™ âžĄïļ āļĄāļĩāļĻāļąāļāļĒāļ āļēāļžāđƒāļ™āļāļēāļĢāđƒāļŠāđ‰āļ‡āļēāļ™āđƒāļ™āļšāđ‰āļēāļ™ āđ‚āļĢāļ‡āļžāļĒāļēāļšāļēāļĨ āļŦāļĢāļ·āļ­āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļŦāđˆāļēāļ‡āđ„āļāļĨ ✅ āđāļœāļ™āļžāļąāļ’āļ™āļēāđƒāļ™āļ­āļ™āļēāļ„āļ• âžĄïļ āļāļģāļĨāļąāļ‡āļžāļąāļ’āļ™āļēāđƒāļŦāđ‰āļŠāļēāļĄāļēāļĢāļ–āļ§āļąāļ”āļ­āļąāļ•āļĢāļēāļāļēāļĢāļŦāļēāļĒāđƒāļˆāđ€āļžāļ·āđˆāļ­āļŠāđˆāļ§āļĒāļ•āļĢāļ§āļˆāļˆāļąāļš sleep apnea ➡ïļ āļŦāļēāļāļŠāļģāđ€āļĢāđ‡āļˆ āļˆāļ°āļŠāđˆāļ§āļĒāđƒāļŦāđ‰āļāļēāļĢāļ§āļīāļ™āļīāļˆāļ‰āļąāļĒāđ‚āļĢāļ„āļ—āļģāđ„āļ”āđ‰āļ‡āđˆāļēāļĒāļ‚āļķāđ‰āļ™āđāļĨāļ°āļŠāļ°āļ”āļ§āļāļ‚āļķāđ‰āļ™ âžĄïļ āļ­āļēāļˆāļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āļĄāļēāļ•āļĢāļāļēāļ™āđƒāļŦāļĄāđˆāļ‚āļ­āļ‡āļāļēāļĢāļ•āļĢāļ§āļˆāļŠāļļāļ‚āļ āļēāļžāđāļšāļšāđ„āļĢāđ‰āļŠāļąāļĄāļœāļąāļŠ https://www.tomshardware.com/maker-stem/research-team-uses-wi-fi-to-monitor-heart-rate-accurately-relies-on-signal-variations-caused-by-beating-heart-to-determine-bpm
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  • āļ§āļīāļŠāļąāļāļāļĩāļžāļĒāļēāļšāļēāļĨ āļāļēāļāļ–āļķāļ‡āļžāļĢāļĢāļ„āļŠāđ‰āļĄāđāļĨāļ°āļ„āļ™āđ‚āļĨāļāļŠāļ§āļĒ āļĢāļž.āđ„āļ—āļĒāļĢāļąāļāļĐāļēāđ€āļ‚āļĄāļĢ (4/8/68)
    Thai anesthetist speaks out — message to the Orange Party and idealists: Thai hospitals are treating Cambodians.

    #TruthFromThailand
    #CambodiaNoCeasefire
    #Hunsenfiredfirst
    #CambodianDeception
    #āļāļąāļĄāļžāļđāļŠāļēāļĒāļīāļ‡āļāđˆāļ­āļ™
    #āļ‚āđˆāļēāļ§āļ”āđˆāļ§āļ™āļŠāļēāļĒāđāļ”āļ™
    #āđ€āļ›āļīāļ”āđ‚āļ›āļ‡āļ„āļ§āļēāļĄāļˆāļĢāļīāļ‡
    #Thaitimes #News1 #Shorts
    āļ§āļīāļŠāļąāļāļāļĩāļžāļĒāļēāļšāļēāļĨ āļāļēāļāļ–āļķāļ‡āļžāļĢāļĢāļ„āļŠāđ‰āļĄāđāļĨāļ°āļ„āļ™āđ‚āļĨāļāļŠāļ§āļĒ āļĢāļž.āđ„āļ—āļĒāļĢāļąāļāļĐāļēāđ€āļ‚āļĄāļĢ (4/8/68) Thai anesthetist speaks out — message to the Orange Party and idealists: Thai hospitals are treating Cambodians. #TruthFromThailand #CambodiaNoCeasefire #Hunsenfiredfirst #CambodianDeception #āļāļąāļĄāļžāļđāļŠāļēāļĒāļīāļ‡āļāđˆāļ­āļ™ #āļ‚āđˆāļēāļ§āļ”āđˆāļ§āļ™āļŠāļēāļĒāđāļ”āļ™ #āđ€āļ›āļīāļ”āđ‚āļ›āļ‡āļ„āļ§āļēāļĄāļˆāļĢāļīāļ‡ #Thaitimes #News1 #Shorts
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  • āđ€āļĢāļ·āđˆāļ­āļ‡āđ€āļĨāđˆāļēāļˆāļēāļāļāļĢāļ°āđ€āļ›āđ‹āļēāđ€āļ‡āļīāļ™āļ”āļīāļˆāļīāļ—āļąāļĨāļ—āļĩāđˆāļāļīāļ™ SSD: āđ€āļĄāļ·āđˆāļ­ MetaMask āđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļĨāļ‡āļ”āļīāļŠāļāđŒāđāļšāļšāđ„āļĄāđˆāļŦāļĒāļļāļ”āļžāļąāļ

    āļœāļđāđ‰āđƒāļŠāđ‰āļŠāļ·āđˆāļ­ “ripper31337” āļĢāļēāļĒāļ‡āļēāļ™āļœāđˆāļēāļ™ GitHub āļ§āđˆāļē MetaMask āđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļĨāļ‡ SSD āļĄāļēāļāļ–āļķāļ‡â€Ŋ25TB āļ āļēāļĒāđƒāļ™ 3 āđ€āļ”āļ·āļ­āļ™ āđ‚āļ”āļĒāđāļĄāđ‰āļˆāļ°āđ„āļĄāđˆāđ„āļ”āđ‰āļĨāđ‡āļ­āļāļ­āļīāļ™āđ€āļ‚āđ‰āļēāđƒāļŠāđ‰āļ‡āļēāļ™ āļŠāđˆāļ§āļ™āļ‚āļĒāļēāļĒāļāđ‡āļĒāļąāļ‡āđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļ•āđˆāļ­āđ€āļ™āļ·āđˆāļ­āļ‡āļ—āļĩāđˆāļ„āļ§āļēāļĄāđ€āļĢāđ‡āļ§ 5MB/s — āđ€āļ—āļĩāļĒāļšāđ€āļ—āđˆāļēāļāļąāļš 420GB āļ•āđˆāļ­āļ§āļąāļ™ āļŦāļĢāļ·āļ­ 38TB āđƒāļ™ 3 āđ€āļ”āļ·āļ­āļ™

    āļ™āļąāļāļžāļąāļ’āļ™āļē MetaMask āļŠāļ·āđˆāļ­ Mark “Gudahtt” Stacey āļĒāļ·āļ™āļĒāļąāļ™āļ§āđˆāļēāļšāļąāđŠāļāļ™āļĩāđ‰āļĄāļĩāļ­āļĒāļđāđˆāļˆāļĢāļīāļ‡ āđāļĨāļ°āđ€āļāļīāļ”āļˆāļēāļāļāļēāļĢāļˆāļąāļ”āļāļēāļĢ “state” āļ—āļĩāđˆāļĄāļĩāļ‚āļ™āļēāļ”āđƒāļŦāļāđˆāļœāļīāļ”āļ›āļāļ•āļīāđƒāļ™āļšāļēāļ‡āļœāļđāđ‰āđƒāļŠāđ‰ āđ‚āļ”āļĒāđ€āļ‰āļžāļēāļ°āļœāļđāđ‰āļ—āļĩāđˆāđ€āļŠāļ·āđˆāļ­āļĄāļ•āđˆāļ­āļāļąāļš dApps āļˆāļģāļ™āļ§āļ™āļĄāļēāļāļŦāļĢāļ·āļ­āļĄāļĩ NFT/āđ‚āļ—āđ€āļ„āļ™āļˆāļģāļ™āļ§āļ™āļĄāļēāļāđƒāļ™āļšāļąāļāļŠāļĩ

    āļšāļĢāļīāļĐāļąāļ— Consensys āđ€āļˆāđ‰āļēāļ‚āļ­āļ‡ MetaMask āļĢāļ°āļšāļļāļ§āđˆāļē:

    “āđāļĄāđ‰āļāļēāļĢāđ€āļ‚āļĩāļĒāļ™ state āļĨāļ‡āļ”āļīāļŠāļāđŒāļˆāļ°āđ€āļ›āđ‡āļ™āļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ›āļāļ•āļīāļ‚āļ­āļ‡ wallet āđāļšāļš browser extension āđāļ•āđˆāđ€āļĢāļēāļāļģāļĨāļąāļ‡āļŦāļēāļ§āļīāļ˜āļĩāļĨāļ”āļ‚āļ™āļēāļ” state āđ€āļžāļ·āđˆāļ­āđāļāđ‰āļ›āļąāļāļŦāļēāļ™āļĩāđ‰”

    āļœāļđāđ‰āđƒāļŠāđ‰āļšāļēāļ‡āļĢāļēāļĒāļžāļšāđ„āļŸāļĨāđŒ Synaptics.exe āļ—āļĩāđˆāļ–āļđāļāļŠāļĢāđ‰āļēāļ‡āđƒāļ™ C:\ProgramData\ āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļ•āļģāđāļŦāļ™āđˆāļ‡āļ—āļĩāđˆāļĄāļąāļĨāđāļ§āļĢāđŒāļĄāļąāļāđƒāļŠāđ‰āļ‹āđˆāļ­āļ™āļ•āļąāļ§ — āđāļĄāđ‰āļˆāļ°āļĒāļąāļ‡āđ„āļĄāđˆāļĄāļĩāļŦāļĨāļąāļāļāļēāļ™āļ§āđˆāļē MetaMask āļĄāļĩāļĄāļąāļĨāđāļ§āļĢāđŒ āđāļ•āđˆāļāļēāļĢāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļˆāļģāļ™āļ§āļ™āļĄāļēāļāđ‚āļ”āļĒāđ„āļĄāđˆāđāļˆāđ‰āļ‡āđ€āļ•āļ·āļ­āļ™āļ–āļ·āļ­āđ€āļ›āđ‡āļ™āļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ—āļĩāđˆāļ­āļąāļ™āļ•āļĢāļēāļĒāļ•āđˆāļ­ SSD āđāļĨāļ°āļ„āļ§āļēāļĄāļ›āļĨāļ­āļ”āļ āļąāļĒāļ‚āļ­āļ‡āļĢāļ°āļšāļš

    MetaMask āđ€āļ§āļ­āļĢāđŒāļŠāļąāļ™ Chrome extension āļĄāļĩāļšāļąāđŠāļāļ—āļĩāđˆāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļĨāļ‡ SSD āļŦāļĨāļēāļĒāļĢāđ‰āļ­āļĒ GB āļ•āđˆāļ­āļ§āļąāļ™
    āđāļĄāđ‰āļˆāļ°āđ„āļĄāđˆāđ„āļ”āđ‰āļĨāđ‡āļ­āļāļ­āļīāļ™ āļŠāđˆāļ§āļ™āļ‚āļĒāļēāļĒāļāđ‡āļĒāļąāļ‡āļ—āļģāļ‡āļēāļ™āļ­āļĒāļđāđˆāđ€āļšāļ·āđ‰āļ­āļ‡āļŦāļĨāļąāļ‡

    āļœāļđāđ‰āđƒāļŠāđ‰āļĢāļēāļĒāļŦāļ™āļķāđˆāļ‡āļžāļšāļ§āđˆāļē SSD āļ‚āļ­āļ‡āļ•āļ™āļ–āļđāļāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļ–āļķāļ‡ 25TB āļ āļēāļĒāđƒāļ™ 3 āđ€āļ”āļ·āļ­āļ™
    āļ„āļ§āļēāļĄāđ€āļĢāđ‡āļ§āļāļēāļĢāđ€āļ‚āļĩāļĒāļ™āļ­āļĒāļđāđˆāļ—āļĩāđˆāļ›āļĢāļ°āļĄāļēāļ“ 5MB/s āļ•āļĨāļ­āļ”āđ€āļ§āļĨāļē

    āļ™āļąāļāļžāļąāļ’āļ™āļē MetaMask āļĒāļ·āļ™āļĒāļąāļ™āļ§āđˆāļēāļšāļąāđŠāļāļ™āļĩāđ‰āļĄāļĩāļ­āļĒāļđāđˆāļˆāļĢāļīāļ‡ āđāļĨāļ°āđ€āļāļīāļ”āļˆāļēāļ state āļ—āļĩāđˆāļĄāļĩāļ‚āļ™āļēāļ”āđƒāļŦāļāđˆ
    āđ‚āļ”āļĒāđ€āļ‰āļžāļēāļ°āļœāļđāđ‰āđƒāļŠāđ‰āļ—āļĩāđˆāđ€āļŠāļ·āđˆāļ­āļĄāļ•āđˆāļ­āļāļąāļš dApps āļŦāļĢāļ·āļ­āļĄāļĩ NFT āļˆāļģāļ™āļ§āļ™āļĄāļēāļ

    Consensys āļĢāļ°āļšāļļāļ§āđˆāļēāļāļģāļĨāļąāļ‡āļŦāļēāļ§āļīāļ˜āļĩāļĨāļ”āļ‚āļ™āļēāļ” state āđ€āļžāļ·āđˆāļ­āđāļāđ‰āļ›āļąāļāļŦāļē
    āđāļĨāļ°āļĒāļ­āļĄāļĢāļąāļšāļ§āđˆāļēāļāļēāļĢāđ€āļ‚āļĩāļĒāļ™ state āđ€āļ›āđ‡āļ™āļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ›āļāļ•āļīāļ‚āļ­āļ‡ wallet āđāļšāļš extension

    āļšāļąāđŠāļāļ™āļĩāđ‰āļŠāđˆāļ‡āļœāļĨāļ•āđˆāļ­āļœāļđāđ‰āđƒāļŠāđ‰āļšāļ™ Chrome, Edge āđāļĨāļ° Opera āļ—āļĩāđˆāđƒāļŠāđ‰ MetaMask extension
    Firefox āđ„āļĄāđˆāđ„āļ”āđ‰āļĢāļąāļšāļœāļĨāļāļĢāļ°āļ—āļšāđƒāļ™āļĢāļēāļĒāļ‡āļēāļ™āļ™āļĩāđ‰

    SSD āļ—āļĩāđˆāđ„āļ”āđ‰āļĢāļąāļšāļœāļĨāļāļĢāļ°āļ—āļšāļĄāļĩāļāļēāļĢāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļ–āļķāļ‡ 26.5TB āļ•āļēāļĄ CrystalDiskInfo
    āđāļĄāđ‰āļˆāļ°āđ„āļĄāđˆāļ–āļķāļ‡ 38TB āđāļ•āđˆāļāđ‡āļ–āļ·āļ­āļ§āđˆāļēāđ€āļ›āđ‡āļ™āļ›āļĢāļīāļĄāļēāļ“āļ—āļĩāđˆāļŠāļđāļ‡āļœāļīāļ”āļ›āļāļ•āļī

    https://www.tomshardware.com/tech-industry/cryptocurrency/metamask-crypto-wallet-chrome-extension-is-eating-ssd-storage-at-an-alarming-rate-owner-confirms-bug-has-been-writing-hundreds-of-gigabytes-of-data-per-day-into-users-solid-state-drives
    🎙ïļ āđ€āļĢāļ·āđˆāļ­āļ‡āđ€āļĨāđˆāļēāļˆāļēāļāļāļĢāļ°āđ€āļ›āđ‹āļēāđ€āļ‡āļīāļ™āļ”āļīāļˆāļīāļ—āļąāļĨāļ—āļĩāđˆāļāļīāļ™ SSD: āđ€āļĄāļ·āđˆāļ­ MetaMask āđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļĨāļ‡āļ”āļīāļŠāļāđŒāđāļšāļšāđ„āļĄāđˆāļŦāļĒāļļāļ”āļžāļąāļ āļœāļđāđ‰āđƒāļŠāđ‰āļŠāļ·āđˆāļ­ “ripper31337” āļĢāļēāļĒāļ‡āļēāļ™āļœāđˆāļēāļ™ GitHub āļ§āđˆāļē MetaMask āđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļĨāļ‡ SSD āļĄāļēāļāļ–āļķāļ‡â€Ŋ25TB āļ āļēāļĒāđƒāļ™ 3 āđ€āļ”āļ·āļ­āļ™ āđ‚āļ”āļĒāđāļĄāđ‰āļˆāļ°āđ„āļĄāđˆāđ„āļ”āđ‰āļĨāđ‡āļ­āļāļ­āļīāļ™āđ€āļ‚āđ‰āļēāđƒāļŠāđ‰āļ‡āļēāļ™ āļŠāđˆāļ§āļ™āļ‚āļĒāļēāļĒāļāđ‡āļĒāļąāļ‡āđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļ•āđˆāļ­āđ€āļ™āļ·āđˆāļ­āļ‡āļ—āļĩāđˆāļ„āļ§āļēāļĄāđ€āļĢāđ‡āļ§ 5MB/s — āđ€āļ—āļĩāļĒāļšāđ€āļ—āđˆāļēāļāļąāļš 420GB āļ•āđˆāļ­āļ§āļąāļ™ āļŦāļĢāļ·āļ­ 38TB āđƒāļ™ 3 āđ€āļ”āļ·āļ­āļ™ āļ™āļąāļāļžāļąāļ’āļ™āļē MetaMask āļŠāļ·āđˆāļ­ Mark “Gudahtt” Stacey āļĒāļ·āļ™āļĒāļąāļ™āļ§āđˆāļēāļšāļąāđŠāļāļ™āļĩāđ‰āļĄāļĩāļ­āļĒāļđāđˆāļˆāļĢāļīāļ‡ āđāļĨāļ°āđ€āļāļīāļ”āļˆāļēāļāļāļēāļĢāļˆāļąāļ”āļāļēāļĢ “state” āļ—āļĩāđˆāļĄāļĩāļ‚āļ™āļēāļ”āđƒāļŦāļāđˆāļœāļīāļ”āļ›āļāļ•āļīāđƒāļ™āļšāļēāļ‡āļœāļđāđ‰āđƒāļŠāđ‰ āđ‚āļ”āļĒāđ€āļ‰āļžāļēāļ°āļœāļđāđ‰āļ—āļĩāđˆāđ€āļŠāļ·āđˆāļ­āļĄāļ•āđˆāļ­āļāļąāļš dApps āļˆāļģāļ™āļ§āļ™āļĄāļēāļāļŦāļĢāļ·āļ­āļĄāļĩ NFT/āđ‚āļ—āđ€āļ„āļ™āļˆāļģāļ™āļ§āļ™āļĄāļēāļāđƒāļ™āļšāļąāļāļŠāļĩ āļšāļĢāļīāļĐāļąāļ— Consensys āđ€āļˆāđ‰āļēāļ‚āļ­āļ‡ MetaMask āļĢāļ°āļšāļļāļ§āđˆāļē: 🔖 “āđāļĄāđ‰āļāļēāļĢāđ€āļ‚āļĩāļĒāļ™ state āļĨāļ‡āļ”āļīāļŠāļāđŒāļˆāļ°āđ€āļ›āđ‡āļ™āļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ›āļāļ•āļīāļ‚āļ­āļ‡ wallet āđāļšāļš browser extension āđāļ•āđˆāđ€āļĢāļēāļāļģāļĨāļąāļ‡āļŦāļēāļ§āļīāļ˜āļĩāļĨāļ”āļ‚āļ™āļēāļ” state āđ€āļžāļ·āđˆāļ­āđāļāđ‰āļ›āļąāļāļŦāļēāļ™āļĩāđ‰” āļœāļđāđ‰āđƒāļŠāđ‰āļšāļēāļ‡āļĢāļēāļĒāļžāļšāđ„āļŸāļĨāđŒ Synaptics.exe āļ—āļĩāđˆāļ–āļđāļāļŠāļĢāđ‰āļēāļ‡āđƒāļ™ C:\ProgramData\ āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļ•āļģāđāļŦāļ™āđˆāļ‡āļ—āļĩāđˆāļĄāļąāļĨāđāļ§āļĢāđŒāļĄāļąāļāđƒāļŠāđ‰āļ‹āđˆāļ­āļ™āļ•āļąāļ§ — āđāļĄāđ‰āļˆāļ°āļĒāļąāļ‡āđ„āļĄāđˆāļĄāļĩāļŦāļĨāļąāļāļāļēāļ™āļ§āđˆāļē MetaMask āļĄāļĩāļĄāļąāļĨāđāļ§āļĢāđŒ āđāļ•āđˆāļāļēāļĢāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļˆāļģāļ™āļ§āļ™āļĄāļēāļāđ‚āļ”āļĒāđ„āļĄāđˆāđāļˆāđ‰āļ‡āđ€āļ•āļ·āļ­āļ™āļ–āļ·āļ­āđ€āļ›āđ‡āļ™āļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ—āļĩāđˆāļ­āļąāļ™āļ•āļĢāļēāļĒāļ•āđˆāļ­ SSD āđāļĨāļ°āļ„āļ§āļēāļĄāļ›āļĨāļ­āļ”āļ āļąāļĒāļ‚āļ­āļ‡āļĢāļ°āļšāļš âœ… MetaMask āđ€āļ§āļ­āļĢāđŒāļŠāļąāļ™ Chrome extension āļĄāļĩāļšāļąāđŠāļāļ—āļĩāđˆāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļĨāļ‡ SSD āļŦāļĨāļēāļĒāļĢāđ‰āļ­āļĒ GB āļ•āđˆāļ­āļ§āļąāļ™ âžĄïļ āđāļĄāđ‰āļˆāļ°āđ„āļĄāđˆāđ„āļ”āđ‰āļĨāđ‡āļ­āļāļ­āļīāļ™ āļŠāđˆāļ§āļ™āļ‚āļĒāļēāļĒāļāđ‡āļĒāļąāļ‡āļ—āļģāļ‡āļēāļ™āļ­āļĒāļđāđˆāđ€āļšāļ·āđ‰āļ­āļ‡āļŦāļĨāļąāļ‡ âœ… āļœāļđāđ‰āđƒāļŠāđ‰āļĢāļēāļĒāļŦāļ™āļķāđˆāļ‡āļžāļšāļ§āđˆāļē SSD āļ‚āļ­āļ‡āļ•āļ™āļ–āļđāļāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļ–āļķāļ‡ 25TB āļ āļēāļĒāđƒāļ™ 3 āđ€āļ”āļ·āļ­āļ™ âžĄïļ āļ„āļ§āļēāļĄāđ€āļĢāđ‡āļ§āļāļēāļĢāđ€āļ‚āļĩāļĒāļ™āļ­āļĒāļđāđˆāļ—āļĩāđˆāļ›āļĢāļ°āļĄāļēāļ“ 5MB/s āļ•āļĨāļ­āļ”āđ€āļ§āļĨāļē ✅ āļ™āļąāļāļžāļąāļ’āļ™āļē MetaMask āļĒāļ·āļ™āļĒāļąāļ™āļ§āđˆāļēāļšāļąāđŠāļāļ™āļĩāđ‰āļĄāļĩāļ­āļĒāļđāđˆāļˆāļĢāļīāļ‡ āđāļĨāļ°āđ€āļāļīāļ”āļˆāļēāļ state āļ—āļĩāđˆāļĄāļĩāļ‚āļ™āļēāļ”āđƒāļŦāļāđˆ ➡ïļ āđ‚āļ”āļĒāđ€āļ‰āļžāļēāļ°āļœāļđāđ‰āđƒāļŠāđ‰āļ—āļĩāđˆāđ€āļŠāļ·āđˆāļ­āļĄāļ•āđˆāļ­āļāļąāļš dApps āļŦāļĢāļ·āļ­āļĄāļĩ NFT āļˆāļģāļ™āļ§āļ™āļĄāļēāļ âœ… Consensys āļĢāļ°āļšāļļāļ§āđˆāļēāļāļģāļĨāļąāļ‡āļŦāļēāļ§āļīāļ˜āļĩāļĨāļ”āļ‚āļ™āļēāļ” state āđ€āļžāļ·āđˆāļ­āđāļāđ‰āļ›āļąāļāļŦāļē ➡ïļ āđāļĨāļ°āļĒāļ­āļĄāļĢāļąāļšāļ§āđˆāļēāļāļēāļĢāđ€āļ‚āļĩāļĒāļ™ state āđ€āļ›āđ‡āļ™āļžāļĪāļ•āļīāļāļĢāļĢāļĄāļ›āļāļ•āļīāļ‚āļ­āļ‡ wallet āđāļšāļš extension ✅ āļšāļąāđŠāļāļ™āļĩāđ‰āļŠāđˆāļ‡āļœāļĨāļ•āđˆāļ­āļœāļđāđ‰āđƒāļŠāđ‰āļšāļ™ Chrome, Edge āđāļĨāļ° Opera āļ—āļĩāđˆāđƒāļŠāđ‰ MetaMask extension ➡ïļ Firefox āđ„āļĄāđˆāđ„āļ”āđ‰āļĢāļąāļšāļœāļĨāļāļĢāļ°āļ—āļšāđƒāļ™āļĢāļēāļĒāļ‡āļēāļ™āļ™āļĩāđ‰ ✅ SSD āļ—āļĩāđˆāđ„āļ”āđ‰āļĢāļąāļšāļœāļĨāļāļĢāļ°āļ—āļšāļĄāļĩāļāļēāļĢāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļ–āļķāļ‡ 26.5TB āļ•āļēāļĄ CrystalDiskInfo ➡ïļ āđāļĄāđ‰āļˆāļ°āđ„āļĄāđˆāļ–āļķāļ‡ 38TB āđāļ•āđˆāļāđ‡āļ–āļ·āļ­āļ§āđˆāļēāđ€āļ›āđ‡āļ™āļ›āļĢāļīāļĄāļēāļ“āļ—āļĩāđˆāļŠāļđāļ‡āļœāļīāļ”āļ›āļāļ•āļī https://www.tomshardware.com/tech-industry/cryptocurrency/metamask-crypto-wallet-chrome-extension-is-eating-ssd-storage-at-an-alarming-rate-owner-confirms-bug-has-been-writing-hundreds-of-gigabytes-of-data-per-day-into-users-solid-state-drives
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  • āđƒāļ™āļŠāđˆāļ§āļ‡āđ„āļĄāđˆāļāļĩāđˆāļ›āļĩāļ—āļĩāđˆāļœāđˆāļēāļ™āļĄāļē āđāļžāļĨāļ•āļŸāļ­āļĢāđŒāļĄ AI āļ•āđˆāļēāļ‡ āđ† āđ€āļŠāđˆāļ™ ChatGPT, Sora, xAI āļŊāļĨāļŊ āđ„āļ”āđ‰āļāļĢāļ°āļ•āļļāđ‰āļ™āđƒāļŦāđ‰āļšāļĢāļīāļĐāļąāļ—āđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩāļ—āļąāđˆāļ§āļŠāļŦāļĢāļąāļāļŊ āđāļŦāđˆāļāļąāļ™āļŠāļĢāđ‰āļēāļ‡āļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒāđāļšāļšāđ€āļĢāđˆāļ‡āļ”āđˆāļ§āļ™ → āđ‚āļ”āļĒāđ€āļ‰āļžāļēāļ°āđƒāļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆ “Data Center Alley” āļĢāļąāļ Virginia āļ—āļĩāđˆāļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āļĻāļđāļ™āļĒāđŒāļāļĨāļēāļ‡āļ‚āļ­āļ‡āđ‚āļĨāļāđƒāļ™āļāļēāļĢāļ›āļĢāļ°āļĄāļ§āļĨāļœāļĨ AI

    āļ›āļąāļāļŦāļēāļ„āļ·āļ­...āļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒāđ€āļŦāļĨāđˆāļēāļ™āļĩāđ‰āđƒāļŠāđ‰āļžāļĨāļąāļ‡āļ‡āļēāļ™āļĄāļŦāļēāļĻāļēāļĨ → āļŠāđˆāļ‡āļœāļĨāđƒāļŦāđ‰āļ„āļ§āļēāļĄāļ•āđ‰āļ­āļ‡āļāļēāļĢāđ„āļŸāļŸāđ‰āļēāđƒāļ™āđ‚āļ‹āļ™āļ•āļ°āļ§āļąāļ™āļ­āļ­āļāļ‚āļ­āļ‡āļŠāļŦāļĢāļąāļāļŊ āļ āļēāļĒāđƒāļ•āđ‰āļāļēāļĢāļ”āļđāđāļĨāļ‚āļ­āļ‡ PJM āđ€āļžāļīāđˆāļĄāļ‚āļķāđ‰āļ™āđ€āļĢāđ‡āļ§āļĄāļēāļ → āļĢāļēāļ„āļēāļžāļĨāļąāļ‡āļ‡āļēāļ™āđƒāļ™ Pennsylvania āļžāļļāđˆāļ‡āļ‚āļķāđ‰āļ™āļāļ§āđˆāļē 800% āļˆāļēāļāļāļēāļĢāļ›āļĢāļ°āļĄāļđāļĨāļŠāļīāļ—āļ˜āļīāļāļģāļĨāļąāļ‡āļœāļĨāļīāļ• → āđāļĨāļ°āļ­āļēāļˆāļĄāļĩ blackout āđƒāļ™āļŦāļ™āđ‰āļēāļĢāđ‰āļ­āļ™āļ›āļĩ 2025

    āļœāļđāđ‰āļ§āđˆāļēāļāļēāļĢāļĢāļąāļ Josh Shapiro āļ­āļ­āļāļĄāļēāđ€āļĢāļĩāļĒāļāļĢāđ‰āļ­āļ‡āļ§āđˆāļē → āļ–āđ‰āļē PJM āđ„āļĄāđˆāđ€āļĢāđˆāļ‡āļ­āļ™āļļāļĄāļąāļ•āļīāđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđƒāļŦāļĄāđˆ āļŦāļĢāļ·āļ­āļ‚āļĒāļēāļĒāļāļĢāļīāļ”āđƒāļŦāđ‰āđ„āļ§āļ‚āļķāđ‰āļ™ → āļĢāļąāļāļ­āļēāļˆāļ•āđ‰āļ­āļ‡ “āļ–āļ­āļ™āļ•āļąāļ§” āđāļĨāđ‰āļ§āļŠāļĢāđ‰āļēāļ‡āļĢāļ°āļšāļšāļžāļĨāļąāļ‡āļ‡āļēāļ™āđāļĒāļāļ‚āļ­āļ‡āļ•āļąāļ§āđ€āļ­āļ‡

    PJM Interconnection āļ„āļ·āļ­āļ­āļ‡āļ„āđŒāļāļĢāļˆāļąāļ”āļāļēāļĢāļāļĢāļīāļ”āļžāļĨāļąāļ‡āļ‡āļēāļ™āļ„āļĢāļ­āļšāļ„āļĨāļļāļĄ 13 āļĢāļąāļ āļĢāļ§āļĄāļ–āļķāļ‡ Pennsylvania  
    • āđ€āļ›āđ‡āļ™āļœāļđāđ‰āļ”āļđāđāļĨāļāļēāļĢāļ‹āļ·āđ‰āļ­āļ‚āļēāļĒāļžāļĨāļąāļ‡āļ‡āļēāļ™āļĢāļ°āļ”āļąāļš wholesale  
    • āļ•āđ‰āļ­āļ‡āļĢāļąāļšāđāļĢāļ‡āļāļ”āļ”āļąāļ™āļˆāļēāļāļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒ AI āļ—āļąāđˆāļ§āļ āļđāļĄāļīāļ āļēāļ„

    āļāļēāļĢāđ€āļ›āļīāļ”āļ•āļąāļ§ ChatGPT āđāļĨāļ°āļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒ AI āļ•āļąāđ‰āļ‡āđāļ•āđˆāļ›āļĩ 2023 āļ—āļģāđƒāļŦāđ‰āļ„āļ§āļēāļĄāļ•āđ‰āļ­āļ‡āļāļēāļĢāđ„āļŸāļŸāđ‰āļēāđ€āļžāļīāđˆāļĄāļ‚āļķāđ‰āļ™āļ­āļĒāđˆāļēāļ‡āļĢāļ§āļ”āđ€āļĢāđ‡āļ§  
    • Elon Musk āļ–āļķāļ‡āļ‚āļąāđ‰āļ™āļ•āđ‰āļ­āļ‡āļŠāđˆāļ‡āđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāļ—āļąāđ‰āļ‡āļŠāļļāļ”āđ„āļ›āļĒāļąāļ‡āļŠāļŦāļĢāļąāļāļŊ āđ€āļžāļ·āđˆāļ­āļĢāļ­āļ‡āļĢāļąāļšāđ‚āļ„āļĢāļ‡āļāļēāļĢ Colossus āļ‚āļ­āļ‡ xAI

    PJM āđ€āļ„āļĒāļŠāļ°āļĨāļ­āļāļēāļĢāđ€āļŠāļ·āđˆāļ­āļĄāļ•āđˆāļ­āđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđƒāļŦāļĄāđˆāđƒāļ™āļ›āļĩ 2022 āđ€āļžāļĢāļēāļ°āļĄāļĩāđ‚āļ„āļĢāļ‡āļāļēāļĢāļžāļĨāļąāļ‡āļ‡āļēāļ™āļŠāļ°āļ­āļēāļ”āđ€āļ‚āđ‰āļēāļĄāļēāļĄāļēāļāđ€āļāļīāļ™āđ„āļ› → āļ•āļĢāļ§āļˆāļŠāļ­āļšāđ„āļĄāđˆāļ—āļąāļ™

    PJM āļ›āļĢāļ°āđ€āļĄāļīāļ™āļ§āđˆāļē āļ āļēāļĒāđƒāļ™āļ›āļĩ 2030 āļˆāļ°āļ•āđ‰āļ­āļ‡āđ€āļžāļīāđˆāļĄāļāļģāļĨāļąāļ‡āļœāļĨāļīāļ•āļ­āļĩāļ 32 GW  
    • āđƒāļ™āļˆāļģāļ™āļ§āļ™āļ™āļĩāđ‰āļāļ§āđˆāļē 30 GW āļˆāļ°āļ–āļđāļāđƒāļŠāđ‰āļāļąāļšāļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒ AI āđƒāļŦāļĄāđˆāļ—āļąāđ‰āļ‡āļŦāļĄāļ”

    āđ€āļžāļ·āđˆāļ­āđ€āļĢāđˆāļ‡āđāļāđ‰āļ›āļąāļāļŦāļē āļĢāļąāļāļšāļēāļĨāļŠāļŦāļĢāļąāļāļŊ āļŠāļąāđˆāļ‡āđƒāļŦāđ‰āđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđ€āļāđˆāļēāļ—āļĩāđˆāļāļģāļĨāļąāļ‡āļˆāļ°āļ›āļīāļ”āļāļĨāļąāļšāļĄāļēāđ€āļ›āļīāļ”āđƒāļŠāđ‰āļ‡āļēāļ™āļŦāļ™āđ‰āļēāļĢāđ‰āļ­āļ™āļ™āļĩāđ‰āđāļ—āļ™āļāļēāļĢāļ›āļīāļ”āļ•āļēāļĄāđāļœāļ™

    āļœāļđāđ‰āļ§āđˆāļēāļāļēāļĢāļĢāļąāļ Pennsylvania āđ€āļĢāļĩāļĒāļāļĢāđ‰āļ­āļ‡āļ§āđˆāļē “PJM āļ•āđ‰āļ­āļ‡āđ€āļĢāđ‡āļ§āļ‚āļķāđ‰āļ™–āđ‚āļ›āļĢāđˆāļ‡āđƒāļŠāļ‚āļķāđ‰āļ™–āđāļĨāļ°āļĨāļ”āļ•āđ‰āļ™āļ—āļļāļ™āļžāļĨāļąāļ‡āļ‡āļēāļ™āđƒāļŦāđ‰āļ›āļĢāļ°āļŠāļēāļŠāļ™”

    PJM āđ„āļ”āđ‰āļ­āļ™āļļāļĄāļąāļ•āļīāđ‚āļ„āļĢāļ‡āļāļēāļĢāđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđƒāļŦāļĄāđˆāļāļ§āđˆāļē 50 āđāļŦāđˆāļ‡āđāļĨāđ‰āļ§ → āđāļ•āđˆāļŠāđˆāļ§āļ™āđƒāļŦāļāđˆāļˆāļ°āļ­āļ­āļ™āđ„āļĨāļ™āđŒāļˆāļĢāļīāļ‡āđƒāļ™āļŠāđˆāļ§āļ‡āļ•āđ‰āļ™āļ—āļĻāļ§āļĢāļĢāļĐ 2030

    https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-is-eating-up-pennsylvanias-power-governor-threatens-to-pull-state-from-the-grid-new-plants-arent-being-built-fast-enough-to-keep-up-with-demand
    āđƒāļ™āļŠāđˆāļ§āļ‡āđ„āļĄāđˆāļāļĩāđˆāļ›āļĩāļ—āļĩāđˆāļœāđˆāļēāļ™āļĄāļē āđāļžāļĨāļ•āļŸāļ­āļĢāđŒāļĄ AI āļ•āđˆāļēāļ‡ āđ† āđ€āļŠāđˆāļ™ ChatGPT, Sora, xAI āļŊāļĨāļŊ āđ„āļ”āđ‰āļāļĢāļ°āļ•āļļāđ‰āļ™āđƒāļŦāđ‰āļšāļĢāļīāļĐāļąāļ—āđ€āļ—āļ„āđ‚āļ™āđ‚āļĨāļĒāļĩāļ—āļąāđˆāļ§āļŠāļŦāļĢāļąāļāļŊ āđāļŦāđˆāļāļąāļ™āļŠāļĢāđ‰āļēāļ‡āļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒāđāļšāļšāđ€āļĢāđˆāļ‡āļ”āđˆāļ§āļ™ → āđ‚āļ”āļĒāđ€āļ‰āļžāļēāļ°āđƒāļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆ “Data Center Alley” āļĢāļąāļ Virginia āļ—āļĩāđˆāļāļĨāļēāļĒāđ€āļ›āđ‡āļ™āļĻāļđāļ™āļĒāđŒāļāļĨāļēāļ‡āļ‚āļ­āļ‡āđ‚āļĨāļāđƒāļ™āļāļēāļĢāļ›āļĢāļ°āļĄāļ§āļĨāļœāļĨ AI āļ›āļąāļāļŦāļēāļ„āļ·āļ­...āļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒāđ€āļŦāļĨāđˆāļēāļ™āļĩāđ‰āđƒāļŠāđ‰āļžāļĨāļąāļ‡āļ‡āļēāļ™āļĄāļŦāļēāļĻāļēāļĨ → āļŠāđˆāļ‡āļœāļĨāđƒāļŦāđ‰āļ„āļ§āļēāļĄāļ•āđ‰āļ­āļ‡āļāļēāļĢāđ„āļŸāļŸāđ‰āļēāđƒāļ™āđ‚āļ‹āļ™āļ•āļ°āļ§āļąāļ™āļ­āļ­āļāļ‚āļ­āļ‡āļŠāļŦāļĢāļąāļāļŊ āļ āļēāļĒāđƒāļ•āđ‰āļāļēāļĢāļ”āļđāđāļĨāļ‚āļ­āļ‡ PJM āđ€āļžāļīāđˆāļĄāļ‚āļķāđ‰āļ™āđ€āļĢāđ‡āļ§āļĄāļēāļ → āļĢāļēāļ„āļēāļžāļĨāļąāļ‡āļ‡āļēāļ™āđƒāļ™ Pennsylvania āļžāļļāđˆāļ‡āļ‚āļķāđ‰āļ™āļāļ§āđˆāļē 800% āļˆāļēāļāļāļēāļĢāļ›āļĢāļ°āļĄāļđāļĨāļŠāļīāļ—āļ˜āļīāļāļģāļĨāļąāļ‡āļœāļĨāļīāļ• → āđāļĨāļ°āļ­āļēāļˆāļĄāļĩ blackout āđƒāļ™āļŦāļ™āđ‰āļēāļĢāđ‰āļ­āļ™āļ›āļĩ 2025 āļœāļđāđ‰āļ§āđˆāļēāļāļēāļĢāļĢāļąāļ Josh Shapiro āļ­āļ­āļāļĄāļēāđ€āļĢāļĩāļĒāļāļĢāđ‰āļ­āļ‡āļ§āđˆāļē → āļ–āđ‰āļē PJM āđ„āļĄāđˆāđ€āļĢāđˆāļ‡āļ­āļ™āļļāļĄāļąāļ•āļīāđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđƒāļŦāļĄāđˆ āļŦāļĢāļ·āļ­āļ‚āļĒāļēāļĒāļāļĢāļīāļ”āđƒāļŦāđ‰āđ„āļ§āļ‚āļķāđ‰āļ™ → āļĢāļąāļāļ­āļēāļˆāļ•āđ‰āļ­āļ‡ “āļ–āļ­āļ™āļ•āļąāļ§” āđāļĨāđ‰āļ§āļŠāļĢāđ‰āļēāļ‡āļĢāļ°āļšāļšāļžāļĨāļąāļ‡āļ‡āļēāļ™āđāļĒāļāļ‚āļ­āļ‡āļ•āļąāļ§āđ€āļ­āļ‡ âœ… PJM Interconnection āļ„āļ·āļ­āļ­āļ‡āļ„āđŒāļāļĢāļˆāļąāļ”āļāļēāļĢāļāļĢāļīāļ”āļžāļĨāļąāļ‡āļ‡āļēāļ™āļ„āļĢāļ­āļšāļ„āļĨāļļāļĄ 13 āļĢāļąāļ āļĢāļ§āļĄāļ–āļķāļ‡ Pennsylvania   • āđ€āļ›āđ‡āļ™āļœāļđāđ‰āļ”āļđāđāļĨāļāļēāļĢāļ‹āļ·āđ‰āļ­āļ‚āļēāļĒāļžāļĨāļąāļ‡āļ‡āļēāļ™āļĢāļ°āļ”āļąāļš wholesale   • āļ•āđ‰āļ­āļ‡āļĢāļąāļšāđāļĢāļ‡āļāļ”āļ”āļąāļ™āļˆāļēāļāļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒ AI āļ—āļąāđˆāļ§āļ āļđāļĄāļīāļ āļēāļ„ âœ… āļāļēāļĢāđ€āļ›āļīāļ”āļ•āļąāļ§ ChatGPT āđāļĨāļ°āļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒ AI āļ•āļąāđ‰āļ‡āđāļ•āđˆāļ›āļĩ 2023 āļ—āļģāđƒāļŦāđ‰āļ„āļ§āļēāļĄāļ•āđ‰āļ­āļ‡āļāļēāļĢāđ„āļŸāļŸāđ‰āļēāđ€āļžāļīāđˆāļĄāļ‚āļķāđ‰āļ™āļ­āļĒāđˆāļēāļ‡āļĢāļ§āļ”āđ€āļĢāđ‡āļ§   • Elon Musk āļ–āļķāļ‡āļ‚āļąāđ‰āļ™āļ•āđ‰āļ­āļ‡āļŠāđˆāļ‡āđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāļ—āļąāđ‰āļ‡āļŠāļļāļ”āđ„āļ›āļĒāļąāļ‡āļŠāļŦāļĢāļąāļāļŊ āđ€āļžāļ·āđˆāļ­āļĢāļ­āļ‡āļĢāļąāļšāđ‚āļ„āļĢāļ‡āļāļēāļĢ Colossus āļ‚āļ­āļ‡ xAI ✅ PJM āđ€āļ„āļĒāļŠāļ°āļĨāļ­āļāļēāļĢāđ€āļŠāļ·āđˆāļ­āļĄāļ•āđˆāļ­āđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđƒāļŦāļĄāđˆāđƒāļ™āļ›āļĩ 2022 āđ€āļžāļĢāļēāļ°āļĄāļĩāđ‚āļ„āļĢāļ‡āļāļēāļĢāļžāļĨāļąāļ‡āļ‡āļēāļ™āļŠāļ°āļ­āļēāļ”āđ€āļ‚āđ‰āļēāļĄāļēāļĄāļēāļāđ€āļāļīāļ™āđ„āļ› → āļ•āļĢāļ§āļˆāļŠāļ­āļšāđ„āļĄāđˆāļ—āļąāļ™ âœ… PJM āļ›āļĢāļ°āđ€āļĄāļīāļ™āļ§āđˆāļē āļ āļēāļĒāđƒāļ™āļ›āļĩ 2030 āļˆāļ°āļ•āđ‰āļ­āļ‡āđ€āļžāļīāđˆāļĄāļāļģāļĨāļąāļ‡āļœāļĨāļīāļ•āļ­āļĩāļ 32 GW   • āđƒāļ™āļˆāļģāļ™āļ§āļ™āļ™āļĩāđ‰āļāļ§āđˆāļē 30 GW āļˆāļ°āļ–āļđāļāđƒāļŠāđ‰āļāļąāļšāļ”āļēāļ•āđ‰āļēāđ€āļ‹āđ‡āļ™āđ€āļ•āļ­āļĢāđŒ AI āđƒāļŦāļĄāđˆāļ—āļąāđ‰āļ‡āļŦāļĄāļ” âœ… āđ€āļžāļ·āđˆāļ­āđ€āļĢāđˆāļ‡āđāļāđ‰āļ›āļąāļāļŦāļē āļĢāļąāļāļšāļēāļĨāļŠāļŦāļĢāļąāļāļŊ āļŠāļąāđˆāļ‡āđƒāļŦāđ‰āđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđ€āļāđˆāļēāļ—āļĩāđˆāļāļģāļĨāļąāļ‡āļˆāļ°āļ›āļīāļ”āļāļĨāļąāļšāļĄāļēāđ€āļ›āļīāļ”āđƒāļŠāđ‰āļ‡āļēāļ™āļŦāļ™āđ‰āļēāļĢāđ‰āļ­āļ™āļ™āļĩāđ‰āđāļ—āļ™āļāļēāļĢāļ›āļīāļ”āļ•āļēāļĄāđāļœāļ™ âœ… āļœāļđāđ‰āļ§āđˆāļēāļāļēāļĢāļĢāļąāļ Pennsylvania āđ€āļĢāļĩāļĒāļāļĢāđ‰āļ­āļ‡āļ§āđˆāļē “PJM āļ•āđ‰āļ­āļ‡āđ€āļĢāđ‡āļ§āļ‚āļķāđ‰āļ™–āđ‚āļ›āļĢāđˆāļ‡āđƒāļŠāļ‚āļķāđ‰āļ™–āđāļĨāļ°āļĨāļ”āļ•āđ‰āļ™āļ—āļļāļ™āļžāļĨāļąāļ‡āļ‡āļēāļ™āđƒāļŦāđ‰āļ›āļĢāļ°āļŠāļēāļŠāļ™” ✅ PJM āđ„āļ”āđ‰āļ­āļ™āļļāļĄāļąāļ•āļīāđ‚āļ„āļĢāļ‡āļāļēāļĢāđ‚āļĢāļ‡āđ„āļŸāļŸāđ‰āļēāđƒāļŦāļĄāđˆāļāļ§āđˆāļē 50 āđāļŦāđˆāļ‡āđāļĨāđ‰āļ§ → āđāļ•āđˆāļŠāđˆāļ§āļ™āđƒāļŦāļāđˆāļˆāļ°āļ­āļ­āļ™āđ„āļĨāļ™āđŒāļˆāļĢāļīāļ‡āđƒāļ™āļŠāđˆāļ§āļ‡āļ•āđ‰āļ™āļ—āļĻāļ§āļĢāļĢāļĐ 2030 https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-is-eating-up-pennsylvanias-power-governor-threatens-to-pull-state-from-the-grid-new-plants-arent-being-built-fast-enough-to-keep-up-with-demand
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  • Life isn't about finding yourself.
    Life is about creating yourself.

    George Bernard Shaw

    #quotesdaily
    #simplytally
    #chozenlyyours
    Life isn't about finding yourself. Life is about creating yourself. George Bernard Shaw #quotesdaily #simplytally #chozenlyyours
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  • āļ›āļīāļ”āļ‰āļēāļāļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ “THE MALL KORAT YOUNG MUSIC CONTEST 2025” āļĢāļ°āđ€āļšāļīāļ”āļ„āļ§āļēāļĄāļĄāļąāļ™āļŠāđŒāļāļĢāļ°āļŦāļķāđˆāļĄāļŪāļ­āļĨāļĨāđŒāļŠāļīāļ‡āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļĄāļđāļĨāļ„āđˆāļēāļāļ§āđˆāļē 86,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄ "KIDS MARKET āļ„āļīāļ”āļŠāđŒāļ­āļĒāļēāļāļ‚āļēāļĒ" 28-29 āļĄāļī.āļĒ.68 āļ—āļĩāđˆ MCC HALL āļŠāļąāđ‰āļ™ 3 āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ

    āļšāļĢāļīāļĐāļąāļ— āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒ āļāļĢāļļāđŠāļ› āļˆāļģāļāļąāļ” āļˆāļąāļšāļĄāļ·āļ­āļžāļąāļ™āļ˜āļĄāļīāļ•āļĢ āļ˜āļ™āļēāļ„āļēāļĢāļ­āļ­āļĄāļŠāļīāļ™ āđāļĨāļ° AIS āļˆāļąāļ”āđ€āļ§āļ—āļĩāļ›āļĢāļ°āļāļ§āļ”āļ”āļ™āļ•āļĢāļĩāļ—āļĩāđˆāļĒāļīāđˆāļ‡āđƒāļŦāļāđˆāļ—āļĩāđˆāļŠāļļāļ”āđƒāļ™āļ āļēāļ„āļ­āļĩāļŠāļēāļ™ “The Mall Korat Young Music Contest 2025” 28-29 āļĄāļī.āļĒ.2568 āļ—āļĩāđˆ MCC HALL āļŠāļąāđ‰āļ™ 3 āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ āļāļąāļšāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āđāļĨāļ°āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē āļŠāļīāļ‡āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ§āļĄāļāļ§āđˆāļē 86,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļāļĢāļĢāļĄāļāļēāļĢāļ—āļĢāļ‡āļ„āļļāļ“āļ§āļļāļ’āļī āļœāļđāđ‰āđ€āļŠāļĩāđˆāļĒāļ§āļŠāļēāļāļ”āđ‰āļēāļ™āļ”āļ™āļ•āļĢāļĩ āļ”āļĢ.āļŠāļļāļĢāļžāļĨ āļ™āļēāļĄāđ€āļŠāļ™āļē āļ„āļĢāļđāđ€āļŠāļĩāđˆāļĒāļ§āļŠāļēāļāļ”āđ‰āļēāļ™āļ”āļ™āļ•āļĢāļĩ āļ›āļĢāļ°āļ˜āļēāļ™āļĻāļđāļ™āļĒāđŒāļ›āļĢāļ°āļŠāļēāļ™āļ‡āļēāļ™āļŠāļĄāļēāļ„āļĄāļ”āļ™āļ•āļĢāļĩāđāļŦāđˆāļ‡āļ›āļĢāļ°āđ€āļ—āļĻāđ„āļ—āļĒāđƒāļ™āļžāļĢāļ°āļšāļĢāļĄāļĢāļēāļŠāļđāļ›āļ–āļąāļĄāļ āđŒ āļŠāļēāļ‚āļēāļˆāļąāļ‡āļŦāļ§āļąāļ”āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē, āļ•āđˆāļ­-Bassist and Producer āļ§āļ‡āļ›āļĨāļēāļ™āļīāļĨāđ€āļ•āđ‡āļĄāļšāđ‰āļēāļ™ (āļ„āļļāļ“āļŠāļąāļāļāđŒāļŠāļąāļĒ āļŦāļīāļĢāļąāļāļĒāđŒāļšāļđāļĢāļ“āļ°) āđāļĨāļ° āļĻāļīāļĨāļ›āļīāļ™ āļ™āļąāļāđāļ•āđˆāļ‡āđ€āļžāļĨāļ‡ āļ™āļąāļāļĢāđ‰āļ­āļ‡āļ™āļģ “āđ€āļ›āđ‰-āļ§āļ‡āđ€āļ„āļĨāļīāđ‰āļĄ” (āļ„āļļāļ“āļžāļąāļĻāļ§āļļāļ’āļī āļĻāļīāļĢāļīāļ­āļģāļžāļąāļ™āļ˜āļāļļāļĨ) āļ āļēāļĒāđƒāļ™āļ‡āļēāļ™āļĄāļĩāļ„āļ­āļ”āļ™āļ•āļĢāļĩāļĢāđˆāļ§āļĄāļŠāļĄ āđ€āļŠāļĩāļĒāļĢāđŒ āđāļĨāļ°āđƒāļŦāđ‰āļāļģāļĨāļąāļ‡āđƒāļˆāļ™āđ‰āļ­āļ‡ āđ† āļ•āļĨāļ­āļ”āļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āļ•āļąāđ‰āļ‡āđāļ•āđˆāđ€āļŠāđ‰āļēāļˆāļĢāļ”āļ„āđˆāļģ

    āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ āļ‚āļ­āđāļŠāļ”āļ‡āļ„āļ§āļēāļĄāļĒāļīāļ™āļ”āļĩāļāļąāļšāļ§āļ‡ NewRoof āļŠāļąāļ‡āļāļąāļ” Newwall Academy āļˆāļēāļāļ™āļ™āļ—āļšāļļāļĢāļĩ āļ„āļ§āđ‰āļēāđāļŠāļĄāļ›āđŒāļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āļ§āļ‡ Pindola āļˆāļēāļ āļĢāļĢ.āļĢāđˆāļĄāđ€āļāļĨāđ‰āļēāļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āļˆ.āļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āļ„āļ§āđ‰āļēāđāļŠāļĄāļ›āđŒāļĢāļ°āļ”āļąāļšāļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē
    “The Mall Korat Young Music Contest 2025”
    āđ€āļ›āđ‡āļ™āļĄāļēāļāļāļ§āđˆāļēāđ€āļ§āļ—āļĩāļ›āļĢāļ°āļāļ§āļ”āļ”āļ™āļ•āļĢāļĩāđāļ•āđˆāļ„āļ·āļ­āđ‚āļ­āļāļēāļŠāļ—āļĩāđˆāļ‚āļĒāļēāļĒāļŠāļđāđˆāļ„āļ™āļĄāļĩāļāļąāļ™āļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻ āđ€āļžāļĢāļēāļ°āđ„āļ”āđ‰āđ€āļ›āļīāļ”āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļ•āđˆāļ­āļĒāļ­āļ”āļ„āļ§āļēāļĄāļāļąāļ™āļŠāļđāđˆāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ” āđ€āļ›āđ‡āļ™āļŠāļ°āļžāļēāļ™āļŠāļđāđˆāđ‚āļ­āļāļēāļŠāļ—āļēāļ‡āļ”āđ‰āļēāļ™āļ”āļ™āļ•āļĢāļĩāđƒāļ™āļ­āļ™āļēāļ„āļ•āđƒāļŦāđ‰āļāļąāļšāļ™āđ‰āļ­āļ‡ āđ† āļ—āļĩāđˆāļĄāļĩāđƒāļˆāļĢāļąāļāļ”āļ™āļ•āļĢāļĩ āđ€āļ›āđ‡āļ™āļāļēāļĢāļ‚āļĒāļēāļĒāđ‚āļ­āļāļēāļŠāđƒāļŦāđ‰āļāļąāļšāļœāļđāđ‰āļĄāļĩāđƒāļˆāļĢāļąāļāđƒāļ™āđ€āļŠāļĩāļĒāļ‡āđ€āļžāļĨāļ‡āļˆāļēāļāļ—āļļāļāļ āļđāļĄāļīāļ āļēāļ„āļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻāđ€āļ‚āđ‰āļēāļĢāđˆāļ§āļĄāđāļ‚āđˆāļ‡āļ‚āļąāļ™ āļ‹āļķāđˆāļ‡āđ€āļ§āļ—āļĩāđāļŦāđˆāļ‡āļ™āļĩāđ‰ āđ„āļĄāđˆāđ„āļ”āđ‰āđ€āļ›āđ‡āļ™āđ€āļžāļĩāļĒāļ‡āļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āļ›āļĢāļ°āļāļ§āļ”āļ”āļ™āļ•āļĢāļĩāđ€āļ—āđˆāļēāļ™āļąāđ‰āļ™ āđāļ•āđˆāļĒāļąāļ‡āđ€āļ›āđ‡āļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆ āļ—āļĩāđˆāļžāļēāđ‚āļ­āļāļēāļŠāļĄāļēāļŦāļēāļ„āļ™āļĢāļļāđˆāļ™āđƒāļŦāļĄāđˆāļ—āļĩāđˆāļĄāļĩāļ„āļ§āļēāļĄāļāļąāļ™āđƒāļ™āļāļēāļĢāđ€āļ›āđ‡āļ™āļĻāļīāļĨāļ›āļīāļ™āļĄāļ·āļ­āļ­āļēāļŠāļĩāļž āļāļąāļšāļāļēāļĢāđ„āļ”āđ‰āđ€āļ›āļīāļ”āļĄāļļāļĄāļĄāļĄāļ­āļ‡āđāļĨāļ°āļĢāļąāļšāļ›āļĢāļ°āļŠāļšāļāļēāļĢāļ“āđŒāļ—āļĩāđˆāļšāļ™āđ‚āļĨāļāļ­āļ­āļ™āđ„āļĨāļ™āđŒāļ—āļ”āđāļ—āļ™āđ„āļĄāđˆāđ„āļ”āđ‰ āļ­āļĩāļāļ—āļąāđ‰āļ‡āļĒāļąāļ‡āđ€āļ›āđ‡āļ™āļāļēāļĢāđƒāļŠāđ‰āđ€āļ§āļĨāļēāļ§āđˆāļēāļ‡āđƒāļŦāđ‰āđ€āļāļīāļ”āļ›āļĢāļ°āđ‚āļĒāļŠāļ™āđŒ āļžāļĢāđ‰āļ­āļĄāļ—āļąāđ‰āļ‡āđ€āļŠāļĢāļīāļĄāļŠāļĢāđ‰āļēāļ‡āļ—āļąāļāļĐāļ°āļ—āļēāļ‡āļ”āļ™āļ•āļĢāļĩāđƒāļŦāđ‰āļāļąāļšāđ€āļĒāļēāļ§āļŠāļ™āđ„āļ—āļĒ
    āđ‚āļ”āļĒāđ€āļ›āļīāļ”āļĢāļąāļšāļŠāļĄāļąāļ„āļĢāļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āđāļĨāļ°āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē āļˆāļēāļāļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻāļĄāļēāļ›āļĢāļ°āļāļ§āļ”āđāļ‚āđˆāļ‡āļ‚āļąāļ™āļĢāļ­āļšāļŠāļīāļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āđ‚āļ”āļĒāļ§āļąāļ™āļ—āļĩāđˆ 28 āļĄāļī.āļĒ.2568 āđ€āļ›āđ‡āļ™āļĢāļ­āļšāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļŊ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āļˆāļģāļ™āļ§āļ™ 40 āļ§āļ‡āļ”āļ™āļ•āļĢāļĩ āđāļĨāļ° āļ§āļąāļ™āļ—āļĩāđˆ 29 āļĄāļī.āļĒ.2568 āđ€āļ›āđ‡āļ™āļĢāļ­āļšāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļŊ āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĄāļĻāļķāļāļĐāļē āļˆāļģāļ™āļ§āļ™ 40 āļ§āļ‡āļ”āļ™āļ•āļĢāļĩ āļ‹āļķāđˆāļ‡āđ€āļ›āļīāļ”āļĢāļąāļšāļŠāļĄāļąāļ„āļĢāļ•āļąāđ‰āļ‡āđāļ•āđˆāļ§āļąāļ™āļ—āļĩāđˆ āļˆāļ™āļ–āļķāļ‡āļ§āļąāļ™āļ›āļīāļ”āļĢāļąāļšāļŠāļĄāļąāļ„āļĢ āļĄāļĩāļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļ—āļąāđ‰āļ‡ 2 āļĢāļ°āļ”āļąāļšāļāļēāļĢāļĻāļķāļāļĐāļēāđ€āļ‚āđ‰āļēāļĢāđˆāļ§āļĄāļ›āļĢāļ°āļāļ§āļ”āļāļ§āđˆāļē 80 āļ§āļ‡āļˆāļēāļāļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻ
    āļ™āļ­āļāļˆāļēāļāđ€āļ§āļ—āļĩāļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āđāļĨāđ‰āļ§ āļ āļēāļĒāđƒāļ™āļ‡āļēāļ™āļ•āļĨāļ­āļ” 2 āļ§āļąāļ™ āļĒāļąāļ‡āļĄāļĩāļāļīāļˆāļāļĢāļĢāļĄ "KIDS MARKET āļ„āļīāļ”āļŠāđŒāļ­āļĒāļēāļāļ‚āļēāļĒ" āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļŠāļģāļŦāļĢāļąāļšāđ€āļ”āđ‡āļāļĢāļ°āļ”āļąāļšāļŠāļąāđ‰āļ™āļ­āļ™āļļāļšāļēāļĨāđāļĨāļ°āļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļēāđ„āļ”āđ‰āļāļķāļāļāļ™āļ—āļąāļāļĐāļ°āļāļēāļĢāđ€āļ›āđ‡āļ™āļœāļđāđ‰āļ›āļĢāļ°āļāļ­āļšāļāļēāļĢāļĢāļļāđˆāļ™āđ€āļĒāļēāļ§āđŒ āļœāđˆāļēāļ™āļāļēāļĢāļ‚āļēāļĒāļŠāļīāļ™āļ„āđ‰āļēāļ”āđ‰āļ§āļĒāļ•āļ™āđ€āļ­āļ‡ āđ€āļŠāļĢāļīāļĄāļŠāļĢāđ‰āļēāļ‡āļ„āļ§āļēāļĄāļāļĨāđ‰āļēāđāļŠāļ”āļ‡āļ­āļ­āļ āđāļĨāļ°āļžāļąāļ’āļ™āļēāļ—āļąāļāļĐāļ°āļ—āļēāļ‡āļŠāļąāļ‡āļ„āļĄāđƒāļ™āļšāļĢāļĢāļĒāļēāļāļēāļĻāļ—āļĩāđˆāđ€āļ›āđ‡āļ™āļĄāļīāļ•āļĢāđāļĨāļ°āļŠāļ™āļļāļāļŠāļ™āļēāļ™āļāļīāļˆāļāļĢāļĢāļĄ KIDS MARKET āļ„āļīāļ”āļŠāđŒāļ­āļĒāļēāļāļ‚āļēāļĒ āļāļąāļšāļšāļđāļ˜āļāļķāļāļ›āļĢāļ°āļŠāļšāļāļēāļĢāļ“āđŒāļ­āļēāļŠāļĩāļžāļ•āđˆāļēāļ‡āđ† āļ­āļēāļ—āļī DR.PIE : āļŠāļļāļ”āļˆāļģāļĨāļ­āļ‡āļŦāļĄāļ­āļŸāļąāļ™ , MONDAY BAKERY : āļĢāđ‰āļēāļ™āļ—āļģāļ„āļąāļžāđ€āļ„āđ‰āļāļŠāļļāļ”āļ„āļīāđ‰āļ§āļ—āđŒ, āļŠāļžāļ™. : āļŠāļļāļ”āļŠāđˆāļēāļ‡āđ€āļ”āđ‡āļ āļ­āļļāļ›āļāļĢāļ“āđŒāļ„āļĢāļšāļ„āļĢāļąāļ™, SENDAI : āļĢāđ‰āļēāļ™āļ‹āļđāļŠāļī āđāļŠāļ™āļ­āļĢāđˆāļ­āļĒ, YJ CREATING : DJ ON STAGE, MAJOR CENIPLEX : āļĢāđ‰āļēāļ™āļ›āđŠāļ­āļ›āļ„āļ­āļĢāđŒāļ™ āļ‚āļ­āļ‡āļ™āđ‰āļ­āļ‡āđ†āļŦāļ™āļđāđ† āļˆāļąāļ”āļāļīāļˆāļāļĢāļĢāļĄāļ•āļĨāļ­āļ”āļ—āļąāđ‰āļ‡āļ§āļąāļ™ āļžāļĢāđ‰āļ­āļĄāļĢāļąāļšāļ‚āļ­āļ‡āļĢāļēāļ‡āļ§āļąāļĨāļĄāļēāļāļĄāļēāļĒ āđāļˆāļāļĢāļ§āļĄāļāļ§āđˆāļē 1,000 āļĢāļēāļ‡āļ§āļąāļĨ āļ—āļĩāđˆ MCARD JUNIOR CLUB “FUN SPACE” āđ‚āļ‹āļ™ KIDS MARKET āļ—āļĩāđˆ VARIETY HALL āļŠāļąāđ‰āļ™ 3 āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ āļ‡āļēāļ™āļ™āļ™āļĩāđ‰āļĄāļĩāļ™āđ‰āļ­āļ‡āđ†āļŦāļ™āļđāđ† āđƒāļŦāđ‰āļ„āļ§āļēāļĄāļŠāļ™āđƒāļˆāļĄāļēāđ€āļ›āđ‡āļ™āļžāđˆāļ­āļ„āđ‰āļēāđāļĄāđˆāļ„āđ‰āļēāļ•āļąāļ§āļˆāļīāđ‹āļ§āļāļąāļ™āļ­āļĒāđˆāļēāļ‡āļŠāļ™āļļāļāļŠāļ™āļēāļ™
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    āļŠāļģāļŦāļĢāļąāļšāļœāļĨāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē "The Mall Korat Young Music Contest 2025"
    1.āļĢāļēāļ‡āļ§āļąāļĨāļŠāļ™āļ°āđ€āļĨāļīāļĻ āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ NewRoof āļŠāļąāļ‡āļāļąāļ” Newwall Academy āļˆ.āļ™āļ™āļ—āļšāļļāļĢāļĩ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 15,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    2.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 1 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Thunder band āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āļ­āļ™āļļāļšāļēāļĨāļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āļˆ.āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 10,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    3.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 2 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Little Rock āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āļˆāļīāļ™āļ”āļēāļžāļĢ āļˆ.āļāļĢāļļāļ‡āđ€āļ—āļžāļĄāļŦāļēāļ™āļ„āļĢ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 8,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    4.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 3 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ āļāļĪāļĐāļ“āļēāđ€āđ€āļšāļ™āļ”āđŒ āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āļ­āļ™āļļāļšāļēāļĨāļŦāļąāļ™āļ„āļē (āļ§āļąāļ”āļ—āđˆāļēāļāļĪāļĐāļ“āļē-āļŠāļļāļŠāļąāļĒāļ›āļĢāļ°āļŠāļēāļŠāļĢāļĢāļ„āđŒ) āļˆ.āļŠāļąāļĒāļ™āļēāļ— āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 6,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    5.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 4 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ The Sky Band āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āđ€āļĄāļ˜āļēāļžāļąāļ’āļ™āđŒ āļˆ.āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 4,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ

    āļŠāļģāļŦāļĢāļąāļšāļœāļĨāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē "The Mall Korat Young Music Contest 2025"
    1.āļĢāļēāļ‡āļ§āļąāļĨāļŠāļ™āļ°āđ€āļĨāļīāļĻ āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Pindola āļˆāļēāļāļĢāļĢ.āļĢāđˆāļĄāđ€āļāļĨāđ‰āļēāļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āļˆ.āļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 15,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    2.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 1 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Baby Monkey āļˆāļēāļ āļĢāļĢ.āđ€āļ—āļĻāļšāļēāļĨāļ§āļąāļ”āļŠāļĢāļ°āļ—āļ­āļ‡ āļˆ.āļĢāđ‰āļ­āļĒāđ€āļ­āđ‡āļ” āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 10,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    3.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 2 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Broadband āļ‚āļąāļ•āļīāļĒāļ°āļ§āļ‡āļĐāļē āļˆāļēāļ āļĢāļĢ.āļ‚āļąāļ•āļīāļĒāļ°āļ§āļ‡āļĐāļē āļˆ.āļĢāđ‰āļ­āļĒāđ€āļ­āđ‡āļ” āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 8,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    4.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 3 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡āļ­āļ™āļąāļ•āļ•āļē āļˆāļēāļ āļĢāļĢ.āļĢāļēāļŠāļŠāļĩāļĄāļēāļ§āļīāļ—āļĒāļēāļĨāļąāļĒ āļˆ.āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 6,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    5.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 4 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡āļ­āļļāļ”āļĢāļžāļīāļ—āļĒāļēāļ™āļļāļāļđāļĨ āļˆāļēāļ āļĢāļĢ.āļ­āļļāļ”āļĢāļžāļīāļ—āļĒāļēāļ™āļļāļāļđāļĨ āļˆ.āļ­āļļāļ”āļĢāļ˜āļēāļ™āļĩ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 4,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
    āļ›āļīāļ”āļ‰āļēāļāļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ “THE MALL KORAT YOUNG MUSIC CONTEST 2025” āļĢāļ°āđ€āļšāļīāļ”āļ„āļ§āļēāļĄāļĄāļąāļ™āļŠāđŒāļāļĢāļ°āļŦāļķāđˆāļĄāļŪāļ­āļĨāļĨāđŒāļŠāļīāļ‡āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļĄāļđāļĨāļ„āđˆāļēāļāļ§āđˆāļē 86,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄ "KIDS MARKET āļ„āļīāļ”āļŠāđŒāļ­āļĒāļēāļāļ‚āļēāļĒ" 28-29 āļĄāļī.āļĒ.68 āļ—āļĩāđˆ MCC HALL āļŠāļąāđ‰āļ™ 3 āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ āļšāļĢāļīāļĐāļąāļ— āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒ āļāļĢāļļāđŠāļ› āļˆāļģāļāļąāļ” āļˆāļąāļšāļĄāļ·āļ­āļžāļąāļ™āļ˜āļĄāļīāļ•āļĢ āļ˜āļ™āļēāļ„āļēāļĢāļ­āļ­āļĄāļŠāļīāļ™ āđāļĨāļ° AIS āļˆāļąāļ”āđ€āļ§āļ—āļĩāļ›āļĢāļ°āļāļ§āļ”āļ”āļ™āļ•āļĢāļĩāļ—āļĩāđˆāļĒāļīāđˆāļ‡āđƒāļŦāļāđˆāļ—āļĩāđˆāļŠāļļāļ”āđƒāļ™āļ āļēāļ„āļ­āļĩāļŠāļēāļ™ “The Mall Korat Young Music Contest 2025” 28-29 āļĄāļī.āļĒ.2568 āļ—āļĩāđˆ MCC HALL āļŠāļąāđ‰āļ™ 3 āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ āļāļąāļšāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āđāļĨāļ°āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē āļŠāļīāļ‡āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ§āļĄāļāļ§āđˆāļē 86,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļāļĢāļĢāļĄāļāļēāļĢāļ—āļĢāļ‡āļ„āļļāļ“āļ§āļļāļ’āļī āļœāļđāđ‰āđ€āļŠāļĩāđˆāļĒāļ§āļŠāļēāļāļ”āđ‰āļēāļ™āļ”āļ™āļ•āļĢāļĩ āļ”āļĢ.āļŠāļļāļĢāļžāļĨ āļ™āļēāļĄāđ€āļŠāļ™āļē āļ„āļĢāļđāđ€āļŠāļĩāđˆāļĒāļ§āļŠāļēāļāļ”āđ‰āļēāļ™āļ”āļ™āļ•āļĢāļĩ āļ›āļĢāļ°āļ˜āļēāļ™āļĻāļđāļ™āļĒāđŒāļ›āļĢāļ°āļŠāļēāļ™āļ‡āļēāļ™āļŠāļĄāļēāļ„āļĄāļ”āļ™āļ•āļĢāļĩāđāļŦāđˆāļ‡āļ›āļĢāļ°āđ€āļ—āļĻāđ„āļ—āļĒāđƒāļ™āļžāļĢāļ°āļšāļĢāļĄāļĢāļēāļŠāļđāļ›āļ–āļąāļĄāļ āđŒ āļŠāļēāļ‚āļēāļˆāļąāļ‡āļŦāļ§āļąāļ”āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē, āļ•āđˆāļ­-Bassist and Producer āļ§āļ‡āļ›āļĨāļēāļ™āļīāļĨāđ€āļ•āđ‡āļĄāļšāđ‰āļēāļ™ (āļ„āļļāļ“āļŠāļąāļāļāđŒāļŠāļąāļĒ āļŦāļīāļĢāļąāļāļĒāđŒāļšāļđāļĢāļ“āļ°) āđāļĨāļ° āļĻāļīāļĨāļ›āļīāļ™ āļ™āļąāļāđāļ•āđˆāļ‡āđ€āļžāļĨāļ‡ āļ™āļąāļāļĢāđ‰āļ­āļ‡āļ™āļģ “āđ€āļ›āđ‰-āļ§āļ‡āđ€āļ„āļĨāļīāđ‰āļĄ” (āļ„āļļāļ“āļžāļąāļĻāļ§āļļāļ’āļī āļĻāļīāļĢāļīāļ­āļģāļžāļąāļ™āļ˜āļāļļāļĨ) āļ āļēāļĒāđƒāļ™āļ‡āļēāļ™āļĄāļĩāļ„āļ­āļ”āļ™āļ•āļĢāļĩāļĢāđˆāļ§āļĄāļŠāļĄ āđ€āļŠāļĩāļĒāļĢāđŒ āđāļĨāļ°āđƒāļŦāđ‰āļāļģāļĨāļąāļ‡āđƒāļˆāļ™āđ‰āļ­āļ‡ āđ† āļ•āļĨāļ­āļ”āļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āļ•āļąāđ‰āļ‡āđāļ•āđˆāđ€āļŠāđ‰āļēāļˆāļĢāļ”āļ„āđˆāļģ āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ āļ‚āļ­āđāļŠāļ”āļ‡āļ„āļ§āļēāļĄāļĒāļīāļ™āļ”āļĩāļāļąāļšāļ§āļ‡ NewRoof āļŠāļąāļ‡āļāļąāļ” Newwall Academy āļˆāļēāļāļ™āļ™āļ—āļšāļļāļĢāļĩ āļ„āļ§āđ‰āļēāđāļŠāļĄāļ›āđŒāļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āļ§āļ‡ Pindola āļˆāļēāļ āļĢāļĢ.āļĢāđˆāļĄāđ€āļāļĨāđ‰āļēāļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āļˆ.āļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āļ„āļ§āđ‰āļēāđāļŠāļĄāļ›āđŒāļĢāļ°āļ”āļąāļšāļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē “The Mall Korat Young Music Contest 2025” āđ€āļ›āđ‡āļ™āļĄāļēāļāļāļ§āđˆāļēāđ€āļ§āļ—āļĩāļ›āļĢāļ°āļāļ§āļ”āļ”āļ™āļ•āļĢāļĩāđāļ•āđˆāļ„āļ·āļ­āđ‚āļ­āļāļēāļŠāļ—āļĩāđˆāļ‚āļĒāļēāļĒāļŠāļđāđˆāļ„āļ™āļĄāļĩāļāļąāļ™āļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻ āđ€āļžāļĢāļēāļ°āđ„āļ”āđ‰āđ€āļ›āļīāļ”āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļ•āđˆāļ­āļĒāļ­āļ”āļ„āļ§āļēāļĄāļāļąāļ™āļŠāļđāđˆāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ” āđ€āļ›āđ‡āļ™āļŠāļ°āļžāļēāļ™āļŠāļđāđˆāđ‚āļ­āļāļēāļŠāļ—āļēāļ‡āļ”āđ‰āļēāļ™āļ”āļ™āļ•āļĢāļĩāđƒāļ™āļ­āļ™āļēāļ„āļ•āđƒāļŦāđ‰āļāļąāļšāļ™āđ‰āļ­āļ‡ āđ† āļ—āļĩāđˆāļĄāļĩāđƒāļˆāļĢāļąāļāļ”āļ™āļ•āļĢāļĩ āđ€āļ›āđ‡āļ™āļāļēāļĢāļ‚āļĒāļēāļĒāđ‚āļ­āļāļēāļŠāđƒāļŦāđ‰āļāļąāļšāļœāļđāđ‰āļĄāļĩāđƒāļˆāļĢāļąāļāđƒāļ™āđ€āļŠāļĩāļĒāļ‡āđ€āļžāļĨāļ‡āļˆāļēāļāļ—āļļāļāļ āļđāļĄāļīāļ āļēāļ„āļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻāđ€āļ‚āđ‰āļēāļĢāđˆāļ§āļĄāđāļ‚āđˆāļ‡āļ‚āļąāļ™ āļ‹āļķāđˆāļ‡āđ€āļ§āļ—āļĩāđāļŦāđˆāļ‡āļ™āļĩāđ‰ āđ„āļĄāđˆāđ„āļ”āđ‰āđ€āļ›āđ‡āļ™āđ€āļžāļĩāļĒāļ‡āļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āļ›āļĢāļ°āļāļ§āļ”āļ”āļ™āļ•āļĢāļĩāđ€āļ—āđˆāļēāļ™āļąāđ‰āļ™ āđāļ•āđˆāļĒāļąāļ‡āđ€āļ›āđ‡āļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆ āļ—āļĩāđˆāļžāļēāđ‚āļ­āļāļēāļŠāļĄāļēāļŦāļēāļ„āļ™āļĢāļļāđˆāļ™āđƒāļŦāļĄāđˆāļ—āļĩāđˆāļĄāļĩāļ„āļ§āļēāļĄāļāļąāļ™āđƒāļ™āļāļēāļĢāđ€āļ›āđ‡āļ™āļĻāļīāļĨāļ›āļīāļ™āļĄāļ·āļ­āļ­āļēāļŠāļĩāļž āļāļąāļšāļāļēāļĢāđ„āļ”āđ‰āđ€āļ›āļīāļ”āļĄāļļāļĄāļĄāļĄāļ­āļ‡āđāļĨāļ°āļĢāļąāļšāļ›āļĢāļ°āļŠāļšāļāļēāļĢāļ“āđŒāļ—āļĩāđˆāļšāļ™āđ‚āļĨāļāļ­āļ­āļ™āđ„āļĨāļ™āđŒāļ—āļ”āđāļ—āļ™āđ„āļĄāđˆāđ„āļ”āđ‰ āļ­āļĩāļāļ—āļąāđ‰āļ‡āļĒāļąāļ‡āđ€āļ›āđ‡āļ™āļāļēāļĢāđƒāļŠāđ‰āđ€āļ§āļĨāļēāļ§āđˆāļēāļ‡āđƒāļŦāđ‰āđ€āļāļīāļ”āļ›āļĢāļ°āđ‚āļĒāļŠāļ™āđŒ āļžāļĢāđ‰āļ­āļĄāļ—āļąāđ‰āļ‡āđ€āļŠāļĢāļīāļĄāļŠāļĢāđ‰āļēāļ‡āļ—āļąāļāļĐāļ°āļ—āļēāļ‡āļ”āļ™āļ•āļĢāļĩāđƒāļŦāđ‰āļāļąāļšāđ€āļĒāļēāļ§āļŠāļ™āđ„āļ—āļĒ āđ‚āļ”āļĒāđ€āļ›āļīāļ”āļĢāļąāļšāļŠāļĄāļąāļ„āļĢāļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āđāļĨāļ°āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē āļˆāļēāļāļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻāļĄāļēāļ›āļĢāļ°āļāļ§āļ”āđāļ‚āđˆāļ‡āļ‚āļąāļ™āļĢāļ­āļšāļŠāļīāļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āđ‚āļ”āļĒāļ§āļąāļ™āļ—āļĩāđˆ 28 āļĄāļī.āļĒ.2568 āđ€āļ›āđ‡āļ™āļĢāļ­āļšāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļŊ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē āļˆāļģāļ™āļ§āļ™ 40 āļ§āļ‡āļ”āļ™āļ•āļĢāļĩ āđāļĨāļ° āļ§āļąāļ™āļ—āļĩāđˆ 29 āļĄāļī.āļĒ.2568 āđ€āļ›āđ‡āļ™āļĢāļ­āļšāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļŊ āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĄāļĻāļķāļāļĐāļē āļˆāļģāļ™āļ§āļ™ 40 āļ§āļ‡āļ”āļ™āļ•āļĢāļĩ āļ‹āļķāđˆāļ‡āđ€āļ›āļīāļ”āļĢāļąāļšāļŠāļĄāļąāļ„āļĢāļ•āļąāđ‰āļ‡āđāļ•āđˆāļ§āļąāļ™āļ—āļĩāđˆ āļˆāļ™āļ–āļķāļ‡āļ§āļąāļ™āļ›āļīāļ”āļĢāļąāļšāļŠāļĄāļąāļ„āļĢ āļĄāļĩāļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļ—āļąāđ‰āļ‡ 2 āļĢāļ°āļ”āļąāļšāļāļēāļĢāļĻāļķāļāļĐāļēāđ€āļ‚āđ‰āļēāļĢāđˆāļ§āļĄāļ›āļĢāļ°āļāļ§āļ”āļāļ§āđˆāļē 80 āļ§āļ‡āļˆāļēāļāļ—āļąāđˆāļ§āļ›āļĢāļ°āđ€āļ—āļĻ āļ™āļ­āļāļˆāļēāļāđ€āļ§āļ—āļĩāļāļēāļĢāđāļ‚āđˆāļ‡āļ‚āļąāļ™āđāļĨāđ‰āļ§ āļ āļēāļĒāđƒāļ™āļ‡āļēāļ™āļ•āļĨāļ­āļ” 2 āļ§āļąāļ™ āļĒāļąāļ‡āļĄāļĩāļāļīāļˆāļāļĢāļĢāļĄ "KIDS MARKET āļ„āļīāļ”āļŠāđŒāļ­āļĒāļēāļāļ‚āļēāļĒ" āļ‹āļķāđˆāļ‡āđ€āļ›āđ‡āļ™āļžāļ·āđ‰āļ™āļ—āļĩāđˆāļŠāļģāļŦāļĢāļąāļšāđ€āļ”āđ‡āļāļĢāļ°āļ”āļąāļšāļŠāļąāđ‰āļ™āļ­āļ™āļļāļšāļēāļĨāđāļĨāļ°āļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļēāđ„āļ”āđ‰āļāļķāļāļāļ™āļ—āļąāļāļĐāļ°āļāļēāļĢāđ€āļ›āđ‡āļ™āļœāļđāđ‰āļ›āļĢāļ°āļāļ­āļšāļāļēāļĢāļĢāļļāđˆāļ™āđ€āļĒāļēāļ§āđŒ āļœāđˆāļēāļ™āļāļēāļĢāļ‚āļēāļĒāļŠāļīāļ™āļ„āđ‰āļēāļ”āđ‰āļ§āļĒāļ•āļ™āđ€āļ­āļ‡ āđ€āļŠāļĢāļīāļĄāļŠāļĢāđ‰āļēāļ‡āļ„āļ§āļēāļĄāļāļĨāđ‰āļēāđāļŠāļ”āļ‡āļ­āļ­āļ āđāļĨāļ°āļžāļąāļ’āļ™āļēāļ—āļąāļāļĐāļ°āļ—āļēāļ‡āļŠāļąāļ‡āļ„āļĄāđƒāļ™āļšāļĢāļĢāļĒāļēāļāļēāļĻāļ—āļĩāđˆāđ€āļ›āđ‡āļ™āļĄāļīāļ•āļĢāđāļĨāļ°āļŠāļ™āļļāļāļŠāļ™āļēāļ™āļāļīāļˆāļāļĢāļĢāļĄ KIDS MARKET āļ„āļīāļ”āļŠāđŒāļ­āļĒāļēāļāļ‚āļēāļĒ āļāļąāļšāļšāļđāļ˜āļāļķāļāļ›āļĢāļ°āļŠāļšāļāļēāļĢāļ“āđŒāļ­āļēāļŠāļĩāļžāļ•āđˆāļēāļ‡āđ† āļ­āļēāļ—āļī DR.PIE : āļŠāļļāļ”āļˆāļģāļĨāļ­āļ‡āļŦāļĄāļ­āļŸāļąāļ™ , MONDAY BAKERY : āļĢāđ‰āļēāļ™āļ—āļģāļ„āļąāļžāđ€āļ„āđ‰āļāļŠāļļāļ”āļ„āļīāđ‰āļ§āļ—āđŒ, āļŠāļžāļ™. : āļŠāļļāļ”āļŠāđˆāļēāļ‡āđ€āļ”āđ‡āļ āļ­āļļāļ›āļāļĢāļ“āđŒāļ„āļĢāļšāļ„āļĢāļąāļ™, SENDAI : āļĢāđ‰āļēāļ™āļ‹āļđāļŠāļī āđāļŠāļ™āļ­āļĢāđˆāļ­āļĒ, YJ CREATING : DJ ON STAGE, MAJOR CENIPLEX : āļĢāđ‰āļēāļ™āļ›āđŠāļ­āļ›āļ„āļ­āļĢāđŒāļ™ āļ‚āļ­āļ‡āļ™āđ‰āļ­āļ‡āđ†āļŦāļ™āļđāđ† āļˆāļąāļ”āļāļīāļˆāļāļĢāļĢāļĄāļ•āļĨāļ­āļ”āļ—āļąāđ‰āļ‡āļ§āļąāļ™ āļžāļĢāđ‰āļ­āļĄāļĢāļąāļšāļ‚āļ­āļ‡āļĢāļēāļ‡āļ§āļąāļĨāļĄāļēāļāļĄāļēāļĒ āđāļˆāļāļĢāļ§āļĄāļāļ§āđˆāļē 1,000 āļĢāļēāļ‡āļ§āļąāļĨ āļ—āļĩāđˆ MCARD JUNIOR CLUB “FUN SPACE” āđ‚āļ‹āļ™ KIDS MARKET āļ—āļĩāđˆ VARIETY HALL āļŠāļąāđ‰āļ™ 3 āđ€āļ”āļ­āļ°āļĄāļ­āļĨāļĨāđŒāđ‚āļ„āļĢāļēāļŠ āļ‡āļēāļ™āļ™āļ™āļĩāđ‰āļĄāļĩāļ™āđ‰āļ­āļ‡āđ†āļŦāļ™āļđāđ† āđƒāļŦāđ‰āļ„āļ§āļēāļĄāļŠāļ™āđƒāļˆāļĄāļēāđ€āļ›āđ‡āļ™āļžāđˆāļ­āļ„āđ‰āļēāđāļĄāđˆāļ„āđ‰āļēāļ•āļąāļ§āļˆāļīāđ‹āļ§āļāļąāļ™āļ­āļĒāđˆāļēāļ‡āļŠāļ™āļļāļāļŠāļ™āļēāļ™ *********************** āļŠāļģāļŦāļĢāļąāļšāļœāļĨāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļ›āļĢāļ°āļ–āļĄāļĻāļķāļāļĐāļē "The Mall Korat Young Music Contest 2025" 1.āļĢāļēāļ‡āļ§āļąāļĨāļŠāļ™āļ°āđ€āļĨāļīāļĻ āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ NewRoof āļŠāļąāļ‡āļāļąāļ” Newwall Academy āļˆ.āļ™āļ™āļ—āļšāļļāļĢāļĩ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 15,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 2.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 1 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Thunder band āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āļ­āļ™āļļāļšāļēāļĨāļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āļˆ.āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 10,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 3.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 2 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Little Rock āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āļˆāļīāļ™āļ”āļēāļžāļĢ āļˆ.āļāļĢāļļāļ‡āđ€āļ—āļžāļĄāļŦāļēāļ™āļ„āļĢ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 8,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 4.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 3 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ āļāļĪāļĐāļ“āļēāđ€āđ€āļšāļ™āļ”āđŒ āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āļ­āļ™āļļāļšāļēāļĨāļŦāļąāļ™āļ„āļē (āļ§āļąāļ”āļ—āđˆāļēāļāļĪāļĐāļ“āļē-āļŠāļļāļŠāļąāļĒāļ›āļĢāļ°āļŠāļēāļŠāļĢāļĢāļ„āđŒ) āļˆ.āļŠāļąāļĒāļ™āļēāļ— āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 6,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 5.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 4 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ The Sky Band āđ‚āļĢāļ‡āđ€āļĢāļĩāļĒāļ™āđ€āļĄāļ˜āļēāļžāļąāļ’āļ™āđŒ āļˆ.āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 4,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ āļŠāļģāļŦāļĢāļąāļšāļœāļĨāļāļēāļĢāļ›āļĢāļ°āļāļ§āļ”āļ§āļ‡āļ”āļ™āļ•āļĢāļĩāļŠāļēāļāļĨ āļĢāļ°āļ”āļąāļšāļĄāļąāļ˜āļĒāļĄāļĻāļķāļāļĐāļē "The Mall Korat Young Music Contest 2025" 1.āļĢāļēāļ‡āļ§āļąāļĨāļŠāļ™āļ°āđ€āļĨāļīāļĻ āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Pindola āļˆāļēāļāļĢāļĢ.āļĢāđˆāļĄāđ€āļāļĨāđ‰āļēāļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āļˆ.āļšāļļāļĢāļĩāļĢāļąāļĄāļĒāđŒ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 15,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 2.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 1 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Baby Monkey āļˆāļēāļ āļĢāļĢ.āđ€āļ—āļĻāļšāļēāļĨāļ§āļąāļ”āļŠāļĢāļ°āļ—āļ­āļ‡ āļˆ.āļĢāđ‰āļ­āļĒāđ€āļ­āđ‡āļ” āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 10,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 3.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 2 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡ Broadband āļ‚āļąāļ•āļīāļĒāļ°āļ§āļ‡āļĐāļē āļˆāļēāļ āļĢāļĢ.āļ‚āļąāļ•āļīāļĒāļ°āļ§āļ‡āļĐāļē āļˆ.āļĢāđ‰āļ­āļĒāđ€āļ­āđ‡āļ” āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 8,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 4.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 3 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡āļ­āļ™āļąāļ•āļ•āļē āļˆāļēāļ āļĢāļĢ.āļĢāļēāļŠāļŠāļĩāļĄāļēāļ§āļīāļ—āļĒāļēāļĨāļąāļĒ āļˆ.āļ™āļ„āļĢāļĢāļēāļŠāļŠāļĩāļĄāļē āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 6,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ 5.āļĢāļēāļ‡āļ§āļąāļĨāļĢāļ­āļ‡āļŠāļ™āļ°āđ€āļĨāļīāļĻ āļ­āļąāļ™āļ”āļąāļš 4 āđ„āļ”āđ‰āđāļāđˆ āļ§āļ‡āļ­āļļāļ”āļĢāļžāļīāļ—āļĒāļēāļ™āļļāļāļđāļĨ āļˆāļēāļ āļĢāļĢ.āļ­āļļāļ”āļĢāļžāļīāļ—āļĒāļēāļ™āļļāļāļđāļĨ āļˆ.āļ­āļļāļ”āļĢāļ˜āļēāļ™āļĩ āđ€āļ‡āļīāļ™āļĢāļēāļ‡āļ§āļąāļĨāļˆāļģāļ™āļ§āļ™ 4,000 āļšāļēāļ— āļžāļĢāđ‰āļ­āļĄāļ–āđ‰āļ§āļĒāļĢāļēāļ‡āļ§āļąāļĨāđ€āļāļĩāļĒāļĢāļ•āļīāļĒāļĻ
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