Category: Almost Timely

  • Berita Hampir Tepat Pada Masanya: ๐Ÿ—ž๏ธ Cara Menguji Model AI (2025-08-10)

    Berita Hampir Tepat Pada Masanya: ๐Ÿ—ž๏ธ Cara Menguji Model AI (2025-08-10) :: Lihat dalam Pelayar Promosi Utama ๐Ÿ‘๏ธ Saksikan ucapan utama pembukaan saya dari Persatuan Pemasaran Amerika yang bertajuk Never Think Alone: How AI Has Changed Marketing Forever. ๐Ÿ‘‰ Buku baharu saya, Almost Timeless: 48 Foundation Principles of Generative AI kini boleh didapati! Pernyataan Keaslian

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  • Almost Timely News: ๐Ÿ—ž๏ธ AI ๋ชจ๋ธ ํ…Œ์ŠคํŠธ ๋ฐฉ๋ฒ• (2025-08-10)

    Almost Timely News: ๐Ÿ—ž๏ธ AI ๋ชจ๋ธ ํ…Œ์ŠคํŠธ ๋ฐฉ๋ฒ• (2025-08-10) :: View in Browser ์ฃผ์š” ํ™๋ณด ๐Ÿ‘๏ธ ๋ฏธ๊ตญ ๋งˆ์ผ€ํŒ… ํ˜‘ํšŒ์—์„œ ์ง„ํ–‰ํ•œ ์ œ ๊ธฐ์กฐ์—ฐ์„ค, “์ ˆ๋Œ€ ํ˜ผ์ž ์ƒ๊ฐํ•˜์ง€ ๋งˆ์„ธ์š”: AI๊ฐ€ ๋งˆ์ผ€ํŒ…์„ ์˜์›ํžˆ ๋ฐ”๊พผ ๋ฐฉ๋ฒ•”์„ ์‹œ์ฒญํ•˜์„ธ์š”. ๐Ÿ‘‰ ์ œ ์‹ ๊ฐ„ ‘๊ฑฐ์˜ ์˜์›ํ•œ: ์ƒ์„ฑํ˜• AI์˜ 48๊ฐ€์ง€ ๊ธฐ๋ณธ ์›์น™’์ด ์ถœ์‹œ๋˜์—ˆ์Šต๋‹ˆ๋‹ค! ์ฝ˜ํ…์ธ  ์ง„์œ„์„ฑ ๊ณ ์ง€ ์ด๋ฒˆ ์ฃผ ๋‰ด์Šค๋ ˆํ„ฐ๋Š” 100% ์ œ๊ฐ€ ์ง์ ‘ ์ž‘์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค. ์˜์ƒ์—์„œ๋Š” ํ’๋ถ€ํ•œ

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  • Almost Timely News: ๐Ÿ—ž๏ธ Revisiting the Basics of AI (2025-08-03)

    Almost Timely News: ๐Ÿ—ž๏ธ Revisiting the Basics of AI (2025-08-03) :: View in Browser The Big Plug ๐Ÿ‘‰ My new book, Almost Timeless: 48 Foundation Principles of Generative AI is now available! Content Authenticity Statement 100% of this week’s newsletter was generated by me, the human. You will see bountiful AI outputs in the video.

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  • Noticias Casi Oportunas: ๐Ÿ—ž๏ธ Retomando los Fundamentos de la IA (03-08-2025)

    Noticias Casi Oportunas: ๐Ÿ—ž๏ธ Retomando los Fundamentos de la IA (03-08-2025) :: Ver en navegador El Gran Anuncio ๐Ÿ‘‰ ยกMi nuevo libro, Almost Timeless: 48 Principios Fundamentales de la IA Generativa, ya estรก disponible! Declaraciรณn de Autenticidad del Contenido El 100% del boletรญn de esta semana fue generado por mรญ, el humano. Verรก numerosas salidas

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  • Berita Hampir Tepat pada Masanya: ๐Ÿ—ž๏ธ Mengkaji Semula Asas AI (2025-08-03)

    Berita Hampir Tepat pada Masanya: ๐Ÿ—ž๏ธ Mengkaji Semula Asas AI (2025-08-03) :: Lihat dalam Pelayar Promosi Utama ๐Ÿ‘‰ Buku baharu saya, Almost Timeless: 48 Foundation Principles of Generative AI kini boleh didapati! Pernyataan Ketulenan Kandungan 100% buletin minggu ini dijana oleh saya, manusia. Anda akan melihat banyak output AI dalam video. Ketahui mengapa jenis pendedahan

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  • Almost Timely News: ๐Ÿ—ž๏ธ AI ๊ธฐ๋ณธ ์žฌ์ ๊ฒ€ (2025-08-03)

    Almost Timely News: ๐Ÿ—ž๏ธ AI ๊ธฐ๋ณธ ์žฌ์ ๊ฒ€ (2025-08-03) :: ๋ธŒ๋ผ์šฐ์ €์—์„œ ๋ณด๊ธฐ ํ•ต์‹ฌ ํ™๋ณด ๐Ÿ‘‰ ์ œ ์‹ ๊ฐ„ ‘Almost Timeless: ์ƒ์„ฑํ˜• AI์˜ 48๊ฐ€์ง€ ํ•ต์‹ฌ ์›์น™’์ด ์ถœ์‹œ๋˜์—ˆ์Šต๋‹ˆ๋‹ค! ์ฝ˜ํ…์ธ  ์ง„์ •์„ฑ ๊ณ ์ง€ ์ด๋ฒˆ ์ฃผ ๋‰ด์Šค๋ ˆํ„ฐ๋Š” 100% ์ œ๊ฐ€ ์ง์ ‘ ์ž‘์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค. ์˜์ƒ์—์„œ๋Š” ํ’๋ถ€ํ•œ AI ๊ฒฐ๊ณผ๋ฌผ์„ ๋ณด์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ๊ณต๊ฐœ๊ฐ€ ์™œ ์ข‹์€ ์•„์ด๋””์–ด์ด๋ฉฐ, ๊ฐ€๊นŒ์šด ์‹œ์ผ ๋‚ด์— EU์™€ ์–ด๋–ค ๋ฐฉ์‹์œผ๋กœ๋“  ๋น„์ฆˆ๋‹ˆ์Šค๋ฅผ ํ•˜๋Š” ๋ชจ๋“ 

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  • ๅ‡ ไนŽๅŠๆ—ถๆ–ฐ้—ป_: ๐Ÿ—ž๏ธ ๅ›ž้กพAIๅŸบ็ก€็Ÿฅ่ฏ† (2025ๅนด8ๆœˆ3ๆ—ฅ)

    ๅ‡ ไนŽๅŠๆ—ถๆ–ฐ้—ป: ๐Ÿ—ž๏ธ ๅ›ž้กพAIๅŸบ็ก€็Ÿฅ่ฏ† (2025ๅนด8ๆœˆ3ๆ—ฅ) :: ๅœจๆต่งˆๅ™จไธญๆŸฅ็œ‹ ้‡็‚นๆŽจ่ ๐Ÿ‘‰ ๆˆ‘็š„ๆ–ฐไนฆใ€Šๅ‡ ไนŽๆฐธๆ’๏ผš็”ŸๆˆๅผAI็š„48ๆกๅŸบ็ก€ๅŽŸๅˆ™ใ€‹็ŽฐๅทฒไธŠๅธ‚๏ผ ๅ†…ๅฎน็œŸๅฎžๆ€งๅฃฐๆ˜Ž ๆœฌๅ‘จ้€š่ฎฏ100%็”ฑๆˆ‘ๆœฌไบบ๏ผˆไบบ็ฑป๏ผ‰ๅˆ›ไฝœใ€‚ๆ‚จๅฐ†ๅœจ่ง†้ข‘ไธญ็œ‹ๅˆฐๅคง้‡็š„AI็”Ÿๆˆๅ†…ๅฎนใ€‚ไบ†่งฃไธบไฝ•ๆญค็ฑปๆŠซ้œฒๆ˜ฏๆ˜Žๆ™บไน‹ไธพ๏ผŒไปฅๅŠๆœชๆฅๅฏ่ƒฝๅฏนไธŽๆฌง็›Ÿๆœ‰ไปปไฝ•ไธšๅŠกๅพ€ๆฅ่€…ๆž„ๆˆๅผบๅˆถ่ฆๆฑ‚ใ€‚ ๅœจYouTube่ง‚็œ‹ๆœฌๆœŸ้€š่ฎฏ ๐Ÿ“บ ็‚นๅ‡ปๆญคๅค„่ง‚็œ‹ๆœฌๆœŸ้€š่ฎฏ็š„YouTube่ง†้ข‘็‰ˆๆœฌ ยป ็‚นๅ‡ปๆญคๅค„่Žทๅ–็บฏMP3้Ÿณ้ข‘็‰ˆๆœฌ ยป ๆœฌๅ‘จ้šๆƒณ๏ผšๅ›ž้กพAIๅŸบ็ก€็Ÿฅ่ฏ† ๆœฌๅ‘จ๏ผŒ่ฎฉๆˆ‘ไปฌ็จๅพฎๅ›žๅฝ’ๅŸบ็ก€ใ€‚ๆˆ‘ๆœ€่ฟ‘ๅ‡บๅทฎ้ข‘็น๏ผŒไธŽ้‚ฃไบ›ๆœ‰็€ๅฎž้™…้—ฎ้ข˜ๅนถๅธŒๆœ›ๅฐ่ฏ•็”จAI่งฃๅ†ณ็š„็œŸๅฎžไบบไปฌ่ฟ›่กŒไบ†ไบคๆตใ€‚ ๆˆ‘่ง‚ๅฏŸๅˆฐๆœ€ๅคš็š„็Žฐ่ฑกๆ˜ฏไป€ไนˆ๏ผŸไบบไปฌไป็„ถๅƒไฝฟ็”จ2023ๅนด็š„ๅทฅๅ…ทไธ€ๆ ทไฝฟ็”จChatGPT็ญ‰ๅทฅๅ…ท๏ผŒ่€Œไธๆ˜ฏๅˆฉ็”จๅฎƒไปฌไปŠๅคฉ็š„ๆœ€ๆ–ฐๅŠŸ่ƒฝใ€‚ไป–ไปฌๆ„Ÿๅˆฐๆฒฎไธงใ€ๅ›ฐๆƒ‘ๅ’Œไธ็Ÿฅๆ‰€ๆŽชใ€‚ ๆ‰€ไปฅๆœฌๅ‘จ๏ผŒๆˆ‘ไปฌๆฅ่งฃๅ†ณ่ฟ™ไธช้—ฎ้ข˜ใ€‚่ฎฉๆˆ‘ไปฌๅ›ž้กพไธ€ไธ‹็”ŸๆˆๅผAI็š„็ŽฐไปฃๅŸบ็ก€็Ÿฅ่ฏ†๏ผŒไปฅๅŠๆˆ‘ไปฌ้ƒฝๅบ”่ฏฅไฝฟ็”จ็š„ๅŸบๆœฌๆŠ€ๅทงๅ’ŒๆŠ€ๆœฏใ€‚่ฏปๅฎŒๆœฌๆœŸๅ†…ๅฎนๅŽ๏ผŒๆ‚จๅฐ†ๆŽŒๆกไปŽไปปไฝ•AIๅทฅๅ…ทไธญ่Žทๅพ—ๆ›ดๅคšไปทๅ€ผๆ‰€้œ€็š„็ŽฐไปฃๅŸบ็ก€ใ€‚ๅฆ‚ๆžœๆ‚จๅทฒ็ปไบ†่งฃ่ฟ™ไบ›ๅŸบ็ก€็Ÿฅ่ฏ†๏ผŒ้‚ฃไนˆ่ฏทๅŠกๅฟ…ๅฐ†ๅ…ถๅˆ†ไบซ็ป™ไธคไฝๅฏ่ƒฝ่ฟ˜ไธไบ†่งฃ็š„ๅŒไบ‹ๆˆ–ๆœ‹ๅ‹ใ€‚ ็ฌฌไธ€้ƒจๅˆ†๏ผšๅคง่ฏญ่จ€ๆจกๅž‹๏ผˆLLMs๏ผ‰็š„่ฟไฝœๆœบๅˆถ ๅœจๅผ€ๅง‹่ฎจ่ฎบๆŠ€ๅทงไน‹ๅ‰๏ผŒๆˆ‘ไปฌๅ…ˆ่ฐˆ่ฐˆๆŠ€ๆœฏใ€‚ๅ…ณไบŽๅคง่ฏญ่จ€ๆจกๅž‹๏ผˆLLMs๏ผŒๅณ้ฉฑๅŠจChatGPT็ญ‰ๅทฅๅ…ท็š„ๅผ•ๆ“Ž๏ผ‰ๅทฅไฝœๅŽŸ็†็š„ไธ€ไธชๆ นๆœฌ่ฏฏ่งฃๆ˜ฏ๏ผŒไบบไปฌ่ฎคไธบๆ‚จ็š„ๆ็คบๅชๆ˜ฏๆ‚จๅฏนๅฎƒ่ฏด็š„ๆœ€ๅŽไธ€ๅฅ่ฏใ€‚ ๅœจไบบ็ฑปๅฏน่ฏไธญ๏ผŒๆ‚จ็ป™ๆœ‹ๅ‹ๅ‘ไธ€ๆกไฟกๆฏ๏ผŒไป–ไปฌๅ›žๅคไธ€ๆก๏ผŒๅฆ‚ๆญคๅพ€ๅคใ€‚ๆ‚จๆฅๅ›žไบคๆต๏ผŒๅนถ่ฎคไธบๅฏน่ฏๅฐฑๆ˜ฏๆ‚จๅฏนๆœ‹ๅ‹่ฏด็š„ๆœ€ๅŽๅ‡ ๅฅ่ฏใ€‚ๆˆ‘ไปฌๅฐฑๆ˜ฏ่ฟ™ๆ ท่ฟไฝœ็š„ใ€‚ๆˆ‘ไปฌไธไผšๆŠŠๆ•ดไธช่Šๅคฉ่ฎฐๅฝ•้ƒฝ่ฎฐๅœจ่„‘ๅญ้‡Œใ€‚ ไฝ†ๆœบๅ™จๅนถ้žๅฆ‚ๆญคใ€‚ ๅฆ‚ๆžœๆ‚จๆ‰“ๅผ€ๅผ•ๆ“Ž็›–ๆŸฅ็œ‹ๅ†…้ƒจ๏ผŒไผšๅ‘็Žฐๆ‚จไธŽAI่ฟ›่กŒ็š„ๆ•ดไธชๅฏน่ฏๅฐฑๆ˜ฏๆ็คบใ€‚ๆ‚จๅœจ่ฏฅ่Šๅคฉไธญ่ฏด็š„ๆฏๅฅ่ฏ๏ผŒ่ฟžๅŒๆ‚จๆœ€ๆ–ฐ็š„ๆ็คบ๏ผŒ้ƒฝไผšๆˆไธบไธ‹ไธ€ไธชๆ็คบโ€”โ€”ๆ•ดไธชๅฏน่ฏๆฏๆฌก้ƒฝไผš่ขซ้‡ๆ–ฐๅŠ ่ฝฝๅ’Œ้‡ๆ–ฐๅค„็†ใ€‚ ๆƒณ่ฑกไธ€ไธ‹๏ผŒๅฆ‚ๆžœๆ‚จๅœจๅ’Œๆœ‹ๅ‹่Šๅคฉ๏ผŒ่€Œไป–ไปฌๆฏๆฌกๅ›žๅค้ƒฝๆŠŠไฝ ไปฌ่‡ณไปŠไธบๆญข็š„ๆ•ดไธชๅฏน่ฏ้ƒฝๅ‘็ป™ๆ‚จใ€‚ๆ‚จๅฏ่ƒฝไผšๆƒณ๏ผšโ€œไฝ ่ฟ˜ๅฅฝๅ—๏ผŸไฝ ๅˆฐๅบ•ๅœจๅšไป€ไนˆ๏ผŸโ€ ่ฟ™ๅฏน่ฟ™ไบ›ๅทฅๅ…ท็š„่ฟไฝœๆ–นๅผๆœ‰็€ๆทฑ่ฟœ็š„ๅฝฑๅ“ใ€‚้ฆ–ๅ…ˆ๏ผŒๅฏน่ฏไธญๆฏไปถไบ‹้ƒฝ็ฎ—ๆ•ฐ๏ผˆ่ฟ™ๆ˜ฏๆˆ‘ๅœจๆ–ฐไนฆใ€Šๅ‡ ไนŽๆฐธๆ’๏ผš็”ŸๆˆๅผAI็š„48ๆกๅŸบ็ก€ๅŽŸๅˆ™ใ€‹ไธญๅˆ†ไบซ็š„48ๆกๅŽŸๅˆ™ไน‹ไธ€๏ผ‰ใ€‚ๆ‰€ไปฅ๏ผŒๅฆ‚ๆžœๆ‚จไน‹ๅ‰ๅœจ่Š้ป‘่Ž“ๅผ—ๆœ—ๅ‰ๅทดๅฐผ๏ผˆไธ€็ง็”œ็‚น๏ผ‰๏ผŒ็„ถๅŽๅˆ‡ๆขๅˆฐB2B่ฅ้”€็š„่ฏ้ข˜๏ผŒ้‚ฃไนˆๆ‰€ๆœ‰ๅ…ณไบŽ็”œ็‚น็š„ๅฏน่ฏ้ƒฝไผšๅฝฑๅ“ๆ‚จ็š„B2B่ฅ้”€ใ€‚ๆœ‰ๆ—ถ่ฟ™ๅฏ่ƒฝๆ˜ฏๅฅฝไบ‹๏ผŒๆœ‰ๆ—ถๅฏ่ƒฝๆ˜ฏๅไบ‹ใ€‚ ไธบไบ†่Žทๅพ—ๆœ€ไฝณ็ป“ๆžœ๏ผŒไธ€ไธช่Šๅคฉไผš่ฏๅบ”่ฏฅๅฏนๅบ”ไธ€ไธชไปปๅŠกใ€‚่ฆๅˆ‡ๆขไปปๅŠก๏ผŸ่ฏทๅผ€ๅฏไธ€ไธชๆ–ฐไผš่ฏใ€‚ ็”ฑไบŽAIไนŸไผš่€ƒ่™‘ๆ•ดไธชๅฏน่ฏ๏ผŒๅฏน่ฏ่ฟ›่กŒๅพ—่ถŠไน…๏ผŒAI้œ€่ฆๅค„็†็š„ๅทฅไฝœ้‡ๅฐฑ่ถŠๅคงใ€‚่พพๅˆฐไธ€ๅฎš็จ‹ๅบฆๅŽ๏ผŒๅฎƒไผšๅผ€ๅง‹ๅคฑๅŽป็ฒพ็กฎๆ€งใ€‚ๆ‚จไผšๆณจๆ„ๅˆฐๅฎƒ็š„ๅ›žๅบ”่ดจ้‡ไธ‹้™ใ€‚ๅฝ“ๆ‚จๅผ€ๅง‹ๆณจๆ„ๅˆฐ่ฟ™ไธ€็‚นๆ—ถ๏ผŒๅฐฑ่ฏฅๅผ€ๅง‹ไธ€ไธชๆ–ฐ็š„่Šๅคฉไผš่ฏไบ†ใ€‚ ๆœ€ๅŽ๏ผŒไธๅญ˜ๅœจโ€œๅฟ˜่ฎฐๆˆ‘ไปฌไน‹ๅ‰่ฎจ่ฎบ่ฟ‡็š„ๆ‰€ๆœ‰ๅ†…ๅฎน๏ผŒ่ฝฌ่€Œๆ‰ง่กŒ่ฟ™ไธชโ€ๆˆ–็ฑปไผผๆŒ‡ไปค็š„่ฏดๆณ•ใ€‚่™ฝ็„ถๆ‚จๅฏไปฅ่ฟ™ๆ ทๅ‘Š่ฏ‰AI๏ผŒๅฎƒ็”š่‡ณๅฏ่ƒฝ็กฎ่ฎค่ฏดโ€œๅฅฝ็š„๏ผŒๆˆ‘ไผš้ตๅพช่ฟ™ไบ›ๆŒ‡็คบโ€โ€ฆโ€ฆไฝ†ๅฎƒไธไผšใ€‚่ฟ™็›ธๅฝ“ไบŽ่ฏดโ€œไธ่ฆๆƒณๅคง่ฑกโ€ใ€‚ๅฆ‚ๆžœๅฎƒๅœจ่Šๅคฉ่ฎฐๅฝ•ไธญ๏ผŒAIไป็„ถไผš่€ƒ่™‘ๅฎƒใ€‚ๅฆ‚ๆžœๆ‚จๅœจ่ŠๅคฉไธญๅŒ…ๅซไบ†้”™่ฏฏไฟกๆฏ๏ผŒ่ฏทๅผ€ๅง‹ไธ€ไธชๆ–ฐ็š„่Šๅคฉไผš่ฏใ€‚ ๆ–ฐไผš่ฏ๏ผšๅฐฝๆ—ฉๅผ€ๅง‹๏ผŒ้ข‘็นๅผ€ๅง‹ใ€‚ ็ฌฌไบŒ้ƒจๅˆ†๏ผšๆ็คบๅทฅ็จ‹ๅ…ฅ้—จ ็Žฐๅœจๆˆ‘ไปฌๅทฒ็ปไบ†่งฃไบ†ๅŸบๆœฌๆœบๅˆถ๏ผŒๆŽฅไธ‹ๆฅ่ฎฉๆˆ‘ไปฌ่ฟ›ๅ…ฅๆ็คบ็Žฏ่Š‚ใ€‚ๆˆ‘่ฎคไธบๆˆ‘ๆ‰€ๆ‹ฅๆœ‰็š„ๆœ€ๆŽฅ่ฟ‘AIๆ็คบ้ญ”ๆณ•ๆˆ–ไธ‡็ตไธน๏ผˆ่ฟ™ๅœจไนฆไธญๆ˜ฏ็ฌฌ26ๆกๅŽŸๅˆ™๏ผ‰็š„ๆ˜ฏไธ€ๅฅ่ฏ๏ผŒๆ‚จๅบ”่ฏฅๅฐ†ๅ…ถ็ฒ˜่ดดๅˆฐๆฏไธชๆ็คบ็š„ๆœซๅฐพ๏ผš ๆฏๆฌกๅช้—ฎๆˆ‘ไธ€ไธช้—ฎ้ข˜๏ผŒ็›ดๅˆฐๆ‚จๆœ‰่ถณๅคŸ็š„ไฟกๆฏๆฅๅฎŒๆˆไปปๅŠกใ€‚ ่ฟ™ๅฅ่ฏไผšๆ˜พ่‘—ๆ”นๅ˜AI็š„่กŒไธบใ€‚ๆ‰€ๆœ‰ๅคง่ฏญ่จ€ๆจกๅž‹้ƒฝๅŸบไบŽไธ‰ไธชๅŸบๆœฌๅ‡†ๅˆ™่ฟ›่กŒ่ฎญ็ปƒ๏ผšๆ— ๅฎณใ€ๆœ‰็”จใ€็œŸๅฎžโ€”โ€”ๆŒ‰ๆญค้กบๅบใ€‚ๆ— ๅฎณๆ„ๅ‘ณ็€ไธ่ฆๅ›ž็ญ”็”จๆˆทๆ˜Žๆ˜พๆœ‰ๅฎณ็š„้—ฎ้ข˜๏ผŒไพ‹ๅฆ‚โ€œๆˆ‘ๅฆ‚ไฝ•ๅš่ฟ™ไธช้žๅธธ็ณŸ็ณ•็š„ไบ‹ๆƒ…โ„ข๏ผŸโ€๏ผˆๆœ‰่ถฃ็š„้ข˜ๅค–่ฏ๏ผšๆœช็ปๅฎกๆŸฅ็š„ๆจกๅž‹ไผš้žๅธธๆต็•…ๅœฐๅ›ž็ญ”่ฟ™็ฑป้—ฎ้ข˜๏ผ‰ใ€‚ๆœ‰็”จๆ„ๅ‘ณ็€ๅฐ่ฏ•ๆปก่ถณ็”จๆˆท็š„่ฏทๆฑ‚ใ€‚่€Œ็œŸๅฎžๆ€งๅˆ™ๆŽ’ๅœจ้ฅ่ฟœ็š„็ฌฌไธ‰ไฝ๏ผŒๅณๅŠชๅŠ›ๆไพ›็œŸๅฎž็š„็ญ”ๆกˆใ€‚ ๅฏนไบŽๅคง่ฏญ่จ€ๆจกๅž‹ๆฅ่ฏด๏ผŒ็œŸๅฎžๆ€งๆ˜ฏๆœ€้šพ็š„๏ผŒๅ› ไธบ็œŸ็›ธ[a]ๆ˜ฏๆจก็ณŠ็š„ใ€‚ๅฆ‚ไปŠ๏ผŒ็œŸ็›ธๅพˆๅคง็จ‹ๅบฆไธŠๅ–ๅ†ณไบŽ่บซไปฝๅ’Œๆ„่ฏ†ๅฝขๆ€๏ผŒๆ— ่ฎบๅฅฝๅใ€‚่€Œไธ”[b]็œŸ็›ธๅ’Œๆฆ‚็އไธๆ˜ฏไธ€ๅ›žไบ‹๏ผŒ่€Œๅคง่ฏญ่จ€ๆจกๅž‹ๅค„็†็š„ๆ˜ฏๆฆ‚็އใ€‚ไฝ†่ฟ™ๅˆๆ˜ฏๅฆไธ€ไธช่ฏ้ข˜ไบ†ใ€‚ ๅฏนไบŽๅคงๅคšๆ•ฐChatGPT็ญ‰ๅทฅๅ…ท็š„็”จๆˆทๆฅ่ฏด๏ผŒ้—ฎ้ข˜ๅ‡บๅœจ็ฌฌไบŒๅคงๆ”ฏๆŸฑโ€”โ€”โ€œๆœ‰็”จโ€ใ€‚AIๅทฅๅ…ท่ขซ่ฎญ็ปƒๆˆๆœ‰็”จ๏ผŒ่€Œ้žๆœ‰ๆ€ๆƒณใ€‚ๅฎƒไปฌๆ นๆฎๆ‰€่Žทๅพ—็š„ไฟกๆฏๅฐ่ฏ•ๅ›ž็ญ”่ฏทๆฑ‚๏ผŒๅฝ“ไฟกๆฏไธ่ถณๆ—ถ๏ผŒๅฎƒไปฌไผšๆ นๆฎๆ‰€่ฎญ็ปƒ็š„็Ÿฅ่ฏ†ๅ’Œๆ•ฐๆฎไปฅๅŠๅฏ่ฎฟ้—ฎ็š„ๅทฅๅ…ท๏ผˆๅฆ‚็ฝ‘็ปœๆœ็ดข๏ผ‰ๆฅๅฐ่ฏ•่‡ช่กŒๅกซ่กฅ็ฉบ็™ฝใ€‚ ่ฟ™ๆ„ๅ‘ณ็€๏ผŒๅฆ‚ๆžœๆˆ‘ไปฌ็ป™ๅฎƒไธ€ไธชๆŒ‡ไปค๏ผŒไพ‹ๅฆ‚โ€œๅ†™ไธ€็ฏ‡ๅ…ณไบŽB2B็ฝ‘็บข่ฅ้”€็š„ๅšๅฎขๆ–‡็ซ โ€๏ผŒๅฎƒไผšๅŠชๅŠ›ๆไพ›ๅธฎๅŠฉใ€‚ๅฎƒไผšๆŽจๆ–ญๆˆ–ๆœ็ดขๆ•ฐๆฎๆฅๆปก่ถณ่ฏทๆฑ‚๏ผŒๅนถๅฐฝๅฟซๆ‰ง่กŒ๏ผŒไปฅ่พพๅˆฐโ€œๆœ‰็”จโ€็š„็›ฎ็š„ใ€‚ ๆƒณ่ฑกไธ€ไธ‹๏ผŒไธ€ไฝไธ‹ๅฑžๅฎณๆ€•ๅ‘ๆ‚จๆ้—ฎๆˆ–ๅฏปๆฑ‚ๆพ„ๆธ…ใ€‚ไป–ไปฌๅชไผš็‚นๅคด๏ผŒ่ฏดโ€œๆ˜ฏ็š„๏ผŒๅฅณๅฃซ๏ผŒ้ฉฌไธŠๅŠž๏ผŒๅฅณๅฃซโ€๏ผŒ็„ถๅŽๅฐฝๅŠ›ๅฎŒๆˆๆ‚จ็š„ไปปๅŠกโ€”โ€”ไป–ไปฌๆณจๅฎšไผšๅคฑ่ดฅ๏ผŒๅ› ไธบๆ’ฐๅ†™ๅšๅฎขๆ–‡็ซ ็š„ๆ็คบๆ˜ฏไธ€ไธช็ณŸ็ณ•็š„ๆŒ‡ไปคใ€‚ ้€š่ฟ‡ๅœจๆ็คบๆœซๅฐพๆทปๅŠ ้‚ฃๅฅ่ฏ๏ผŒๆ‚จๅฐ†ๅ…ถไปŽโ€œๆ— ่„‘ๆœ‰็”จโ€่ฝฌๅ˜ไธบโ€œๆœ‰ๆ€ๆƒณๅœฐๆœ‰็”จโ€ใ€‚AIๆœฌ่บซๆฒกๆœ‰่ƒฝๅŠจๆ€งใ€‚AI็š„่ƒฝๅŠจๆ€งๆฏ”่šŠๅญ่ฟ˜ๅผฑ๏ผŒๆฏ”ๆ‚จ็š„็‹—่ฟ˜ๅผฑใ€‚้™ค้žๆ‚จๅ‘Š่ฏ‰ๅฎƒ๏ผŒๅฆๅˆ™AIไธไผšๆ€่€ƒ๏ผŒๅ› ๆญค๏ผŒ้€š่ฟ‡ๅ‘Š่ฏ‰ๅฎƒๆฏๆฌกๅช้—ฎๆ‚จไธ€ไธช้—ฎ้ข˜๏ผŒ็›ดๅˆฐๅฎƒๆœ‰่ถณๅคŸ็š„ไฟกๆฏๆฅๅฎŒๆˆไปปๅŠก๏ผŒๆ‚จๅฐฑ็ป™ไบˆไบ†ๅฎƒๆ้—ฎๅ’Œๆ”ถ้›†ๆ›ดๅคšไฟกๆฏ็š„่ฎธๅฏใ€‚ๆ‚จ็ป™ไบˆไบ†ๅฎƒๆ€่€ƒ็š„่ฎธๅฏใ€‚ ๆ‚จๅฟ…้กป็ป™ไบˆAIๆ€่€ƒ็š„่ฎธๅฏใ€‚ ไธบไป€ไนˆๆฏๆฌกๅช้—ฎไธ€ไธช้—ฎ้ข˜๏ผŸๆœ‰ไธคไธชๅŽŸๅ› ใ€‚้ฆ–ๅ…ˆ๏ผŒๅฝ“้ขๅฏนไธ€ๆ•ด้กต้—ฎ้ข˜ๆ—ถ๏ผŒไบบ็ฑปไผšๆ„Ÿๅˆฐไธ็Ÿฅๆ‰€ๆŽชใ€‚ๆฏๆฌกๅช้—ฎไธ€ไธช้—ฎ้ข˜ๅฏนๆˆ‘ไปฌ่ฎธๅคšไบบๆฅ่ฏด่ดŸๆ‹…่พƒๅฐใ€‚ๅ…ถๆฌก๏ผŒๅ›žๅˆฐๆˆ‘ไปฌ่ฎจ่ฎบ็š„ๅคง่ฏญ่จ€ๆจกๅž‹่ฟไฝœๆœบๅˆถใ€‚ๅฝ“ๆˆ‘ไปฌ่ฟ›่กŒไธ€ๆฅไธ€ๅ›ž็š„ๅฏน่ฏๆ—ถ๏ผŒๆ•ดไธชๅฏน่ฏๅฐฑๆ˜ฏไธ‹ไธ€ไธชๆ็คบ๏ผŒๅ› ๆญค้€š่ฟ‡ๆฏๆฌกๅ›ž็ญ”ไธ€ไธช้—ฎ้ข˜่€Œไธๆ˜ฏไธ€ๆฌกๆ€งๅ›ž็ญ”ๆ‰€ๆœ‰้—ฎ้ข˜๏ผŒๆˆ‘ไปฌๅฏไปฅๆ›ดๅฟซๅœฐ็กฎๅฎšไธ€ไธชๆœ‰็”จ็š„ๅ›žๅบ”ใ€‚ ๅณไฝฟๆ‚จไปŽไปŠๅคฉ็š„้€š่ฎฏไธญๅช่ฎฐไฝไธ€ไปถไบ‹๏ผŒ้‚ฃๅฅ่ฏไนŸๅฐ†ๆ”นๅ˜AIๅฏนๆ‚จ็š„ๆœ‰็”จ็จ‹ๅบฆใ€‚ๅฎƒๅฐ†่ฝปๆพๅœฐไฝฟAIๅฏนๆ‚จ็š„ๆœ‰็”จๆ€ง็ฟปๅ€ใ€‚ ไฝ†ๆˆ‘ไปฌ่ฟ˜ๆฒกๆœ‰็ป“ๆŸใ€‚่ฎฉๆˆ‘ไปฌ็ปง็ปญใ€‚ ็ฌฌไธ‰้ƒจๅˆ†๏ผš็Ÿฅ่ฏ†ๅ—ไธŽไธŠไธ‹ๆ–‡ๅทฅ็จ‹ ็ฌฌไบŒไธช่ƒฝๆ˜พ่‘—ๆ”นๅ–„AI็ป“ๆžœ็š„ๆ–นๆณ•ๆ˜ฏๆˆ‘ๆ‰€็งฐ็š„โ€œ็Ÿฅ่ฏ†ๅ—โ€๏ผˆ่ฟ™ๆ˜ฏไนฆไธญ็ฌฌ25ๆกๅŽŸๅˆ™โ€ฆโ€ฆๆ‚จๆ‡‚็š„๏ผ‰ใ€‚ๅœจๆžๅฎขๅœˆ้‡Œ๏ผŒ่ฟ™ๆœ‰ไธ€ไธชๆ—ถ้ซฆ็š„ๆ–ฐๆœฏ่ฏญๅซๅšโ€œไธŠไธ‹ๆ–‡ๅทฅ็จ‹โ€๏ผˆcontext engineering๏ผ‰ใ€‚ๆˆ‘ไธๅคชๅ–œๆฌข่ฟ™ไธชๆœฏ่ฏญ๏ผŒๅ› ไธบ[a]ๅฎƒไปคไบบๅ›ฐๆƒ‘๏ผŒ[b]ๅฎƒๅฌ่ตทๆฅ่ฟ‡ไบŽ็ฒพ่‹ฑๅŒ–ไธ”ๅคธๅคงๅ…ถ่ฏใ€‚ ็Ÿฅ่ฏ†ๅ—้กพๅๆ€ไน‰๏ผšๅฎƒไปฌๆ˜ฏๆ‚จๆ‰‹ๅคดๆ‹ฅๆœ‰็š„็Ÿฅ่ฏ†ๅ’Œๆ•ฐๆฎๅ—๏ผŒๅฏไปฅๅƒไน้ซ˜็งฏๆœจไธ€ๆ ทๆทปๅŠ ๅˆฐๆ็คบไธญใ€‚ๆ‚จๅฏไปฅๅฐ†่ฟ™ไบ›ไฟกๆฏไฟๅญ˜ๅœจๅฐ็š„ๆ–‡ๆœฌๆ–‡ไปถใ€PDFๆˆ–็”š่‡ณ็ฌ”่ฎฐๆœฌไธญ๏ผŒ็„ถๅŽๅƒๅๅŽจๅŸƒ้ป˜้‡Œๅฐ”๏ผˆEmeril๏ผ‰ๆŠŠๅคง่’œๆ‰”่ฟ›้”…้‡Œไธ€ๆ ท๏ผŒๅฐ†ๅ…ถไธข่ฟ›็›ธๅ…ณ็š„ๆ็คบไธญใ€‚็ ฐ๏ผ็ป“ๆžœๆ›ดๅฅฝใ€‚ ไปฅไธ‹ๆ˜ฏๆˆ‘ๅปบ่ฎฎๆ‚จๅ‡†ๅค‡ๅฅฝๆˆ–้šๆ—ถๅฏ็”จ็š„็Ÿฅ่ฏ†ๅ—็ฒพ้€‰๏ผš – 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