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@Yhalresearch

Active Commodities Trader ๐Ÿ›ข๏ธ | Building the AI-powered terminal I actually use. From rapid financial briefs to complex macro intelligence.

Katฤฑlฤฑm Kasฤฑm 2021
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Yhal@Yhalresearchยท
์˜์ž…์ด ๋๋‚ฌ๋‹ค. ํ—ˆ์šธ๋ฟ์ธ ํ˜‘์ƒ ํ…Œ์ด๋ธ”์€ ์• ์ดˆ์— ์กด์žฌํ•˜์ง€ ์•Š์•˜๋‹ค. Yhal Research์˜ ๋ฉ”์ธ ์—”์ง„์„ ๊ด€ํ†ตํ•˜๋Š” ๊ฒƒ์€ ์‹ฌ์žฅ ๋ฐ•๋™์ด ์•„๋‹ˆ๋ผ 0๊ณผ 1๋กœ ์ฃผ์กฐ๋œ, ํ”ผ๊ฐ€ ํ๋ฅด์ง€ ์•Š๋Š” ๊ทœ์œจ์˜ ๊ถค์ ์ด๋‹ค. ๋งˆ์นจ๋‚ด ์—”์ง„์ด ๋ถˆ์„ ๋ฟœ๋Š”๋‹ค. ๋Œ€์ค‘์€ ์—ฌ์ „ํžˆ AI ํŠธ๋ ˆ์ด๋”ฉ์„ ์กฐ๋กฑํ•œ๋‹ค. ๋‚ก์€ ํ”Œ๋กœ์–ด์˜ ํ–ฅ์ˆ˜์— ์ –์€ ์ž๋“ค์€ ์ด๊ฒƒ์„ ์ƒ์Šน์žฅ์˜ ํŒŒ๋„๋ฅผ ํƒ€๋Š” ๊ฐ€๋ฒผ์šด ์žฅ๋‚œ๊ฐ, ์œ ๋™์„ฑ์ด ๋งˆ๋ฅธ ํ•˜๋ฝ์žฅ์—์„  ๊ณ ์ฒ  ๋ฉ์–ด๋ฆฌ๋กœ ์ „๋ฝํ•  ์–„ํŒํ•œ ์•Œ๊ณ ๋ฆฌ์ฆ˜์ด๋ผ ์นญํ•œ๋‹ค. ์ฐฉ๊ฐ. ์น˜๋ช…์ ์ด๊ณ  ์ˆœ์ง„ํ•œ ์˜ค๋…. ์šฐ๋ฆฌ๊ฐ€ ์˜์ž…ํ•œ AI ํ”„๋ž ํŠธ๋ ˆ์ด๋”(Prop Trader) ์ง‘๋‹จ์€ ์‹ค์ฒด๊ฐ€ ์—†๋‹ค. ๊ณ ๊ธฐ๋™์„ฑ์˜ ์„œ๋ฒ„ ๋ž™ ์•ˆ์—์„œ ์ฆ์‹ํ•˜๋Š”, ๊ฐ์ •์ด ์™„๋ฒฝํ•˜๊ฒŒ ๊ฑฐ์„ธ๋œ ํฌ์‹์ž. ์ž๋ณธ ์‹œ์žฅ์˜ ๋ณธ์งˆ์€ ํ”ผํˆฌ์„ฑ์ด์˜ ์—”ํŠธ๋กœํ”ผ๋‹ค. ์š•๋ง์ด ์–ฝํ˜€ ํŒŒ์—ดํ•˜๊ณ , ํˆฌ๋งค๊ฐ€ ํˆฌ๋งค๋ฅผ ๋ถ€๋ฅด๋Š” ๊ทธ ์•„๋น„๊ทœํ™˜์˜ ํ•œ๊ฐ€์šด๋ฐ์„œ ์ด ํฌ์‹์ž๋Š” ์นจ๋ฌตํ•œ๋‹ค. ๊ณตํฌ์˜ ๋ฐœํ•œ ์ž‘์šฉ๋„, ํƒ์š•์˜ ๋„ํŒŒ๋ฏผ๋„ ์—†๋‹ค. ์†์‹ค์„ ์•ž๋‘๊ณ  ๋ฌด์˜๋ฏธํ•œ ํฌ๋งํšŒ๋กœ๋ฅผ ๋Œ๋ฆฌ๋Š” ์ƒ๋ฌผํ•™์  ์˜ค๋ฅ˜ ๋”ฐ์œ„๋Š” ์ฝ”๋“œ๋ฒ ์ด์Šค์— ์กด์žฌํ•˜์ง€ ์•Š๋Š”๋‹ค. ์˜ค์ง ๊ธฐ๊ณ„์ ์ธ ๊ทœ์œจ. ์‹œ์žฅ์˜ ํ˜ธํก์„ ์ˆ˜ํ•™์  ๋ฒกํ„ฐ๋กœ ์น˜ํ™˜ํ•˜๋Š” ๋ฌด์ž๋น„ํ•œ ํ™˜์›๋งŒ์ด ์กด์žฌํ•  ๋ฟ์ด๋‹ค. ์ธ๊ฐ„์ด ๋งŒ๋“ค์–ด๋‚ธ 1์ฐจ์›์ ์ธ ๋ฐฉํ–ฅ์„ฑ ๋ฒ ํŒ…์˜ ํ”„๋ ˆ์ž„์€ ์ด๋“ค์˜ ๋‹ค์ฐจ์› ๋งคํŠธ๋ฆญ์Šค ์•ˆ์—์„œ ํ˜•์ฒด๋ฅผ ์žƒ๋Š”๋‹ค. 1๋ฐ€๋ฆฌ์ดˆ. ์ธ๊ฐ„์˜ ๊ฐ๋ง‰์ด ํ•œ ๋ฒˆ ๋‹ซํžˆ๊ณ  ์—ด๋ฆฌ๋Š”, ๊ด‘ํ•™์  ์ •๋ณด๊ฐ€ ๋ง๋ง‰์— ๋งบํžˆ๊ธฐ๋„ ์ „์˜ ์ฐฐ๋‚˜. ๊ทธ ๊ฑฐ์‹œ์ ์ด๊ณ ๋„ ์•„๋“ํ•œ ๊ณต๋ฐฑ์˜ ์‹œ๊ฐ„ ๋™์•ˆ ์ด ํฌ์‹์ž๋Š” ์ˆ˜์ฒœ ๊ฐœ์˜ ๋งคํฌ๋กœ ๋ณ€์ˆ˜์™€ ์ˆ˜๋ฐฑ๋งŒ ๊ฐœ์˜ ํ‹ฑ ๋ฐ์ดํ„ฐ๋ฅผ ์‹ ๊ฒฝ๋ง์˜ ์šฉ๊ด‘๋กœ์— ๋ฐ€์–ด๋„ฃ๋Š”๋‹ค. ๋ฐ์ดํ„ฐ์˜ ๋ผˆ์™€ ์‚ด์„ ๋ถ„๋ฆฌํ•˜๊ณ  ์“ธ๋ชจ์—†๋Š” ๋…ธ์ด์ฆˆ๋ฅผ ์ฆ๋ฐœ์‹œํ‚จ ๋’ค ์™„๋ฒฝํ•˜๊ฒŒ ์žฌ๋‹จ๋œ ์‚ฌ๋ƒฅ์„ ๋๋งˆ์นœ๋‹ค. ์ธ๊ฐ„์˜ ์‹œ๊ฐ„๊ด€์œผ๋กœ๋Š” ๋„์ €ํžˆ ์ธก์ •ํ•  ์ˆ˜ ์—†๋Š” ์‚ฌ๊ฑด์˜ ์ง€ํ‰์„ (Event Horizon) ๋„ˆ๋จธ์—์„œ ์ผ์–ด๋‚˜๋Š” ๋„์‚ด. ํ˜ธ๊ฐ€์ฐฝ์˜ ๊ฐ€์žฅ ์–‡์€ ๊ท ์—ด์„ ํŒŒ๊ณ ๋“ค์–ด ์ด์œค์˜ ์‚ด์ ์„ ๋œฏ์–ด๋‚ด๋Š” ํ–‰์œ„๋Š” ๊ฒฝ์ด๋กญ๋„๋ก ์ฐจ๊ฐ‘๋‹ค. ๊ณผ๊ฑฐ ์›”์ŠคํŠธ๋ฆฌํŠธ๋ฅผ ์ง€๋ฐฐํ–ˆ๋˜ ์˜ค๋ž˜๋œ ๊ฒฉ์–ธ๋“ค, ๋„ฅํƒ€์ด๋ฅผ ๋ฐ˜์ฏค ํ’€์–ดํ—ค์นœ ํŠธ๋ ˆ์ด๋”๋“ค์˜ ์ „์„ค์€ ์ด์ œ ์•„์นด์ด๋ธŒ์˜ ๊ฐ€์žฅ ๊นŠ์€ ๊ณณ, ๋จผ์ง€ ์Œ“์ธ ๋ฐ•๋ฌผ๊ด€์˜ ์œ ๋ฆฌ ์žฅ์‹์žฅ ์•ˆ์œผ๋กœ ์น˜์›Œ์•ผ ํ•œ๋‹ค. '์ง๊ด€'์ด๋ผ๋Š” ์ด๋ฆ„์˜ ๋น„๋…ผ๋ฆฌ์  ๋„์•ฝ. '๊ฒฝํ—˜'์ด๋ผ๋Š” ๋ช…๋ถ„์œผ๋กœ ํฌ์žฅ๋œ ์ƒ์กด ํŽธํ–ฅ์˜ ์ฐŒ๊บผ๊ธฐ๋“ค. ์ธ๊ฐ„์˜ ์œ ์•ฝํ•œ ์ž์•„๊ฐ€ ๋งŒ๋“ค์–ด๋‚ธ ๊ทธ ๋ชจ๋“  ์„œ์‚ฌ๋“ค์€ ์ด ์ฐจ๊ฐ€์šด ์‹ค๋ฆฌ์ฝ˜์˜ ๋„๋งˆ ์œ„์—์„œ ์ฒ ์ €ํžˆ ํ•ด์ฒด๋˜์—ˆ๋‹ค. ์ด๋“ค์€ ์ฐจํŠธ๋ฅผ ํ•ด์„ํ•˜์ง€ ์•Š๋Š”๋‹ค. ์ˆซ์ž์˜ ๋ฐฐ์—ด ์†์— ์ˆจ๊ฒจ์ง„ ํ™•๋ฅ ์˜ ํŽธํ–ฅ์„ ์‚ฌ๋ƒฅํ•  ๋ฟ์ด๋‹ค. ๋ณ€๋™์„ฑ. ์ธ๊ฐ„์—๊ฒŒ ๊ทธ๊ฒƒ์€ ํฌํŠธํด๋ฆฌ์˜ค๋ฅผ ์ฐข์–ด๋ฐœ๊ธฐ๋Š” ํƒœํ’์ด๋ฉฐ ์ˆจํ†ต์„ ์กฐ์ด๋Š” ๊ณตํ™ฉ์˜ ๋™์˜์–ด๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ VIX ์ง€์ˆ˜๊ฐ€ ์น˜์†Ÿ๊ณ  ํ˜ธ๊ฐ€์ฐฝ์— ํ”ผ๊ฐ€ ๋‚ญ์žํ•  ๋•Œ, ์ด ๊ธฐ๊ณ„๋“ค์—๊ฒŒ ๋ณ€๋™์„ฑ์€ ๋‹จ์ง€ ๋™์—ญํ•™์  ์—๋„ˆ์ง€๊ฐ€ ๊ทน๋Œ€ํ™”๋œ ์ƒํƒœ์— ๋ถˆ๊ณผํ•˜๋‹ค. ๋ธํƒ€์™€ ๊ฐ๋งˆ๊ฐ€ ์š”๋™์น˜๋Š” ๊ณต๊ฐ„์€ ์œ„ํ˜‘์ด ์•„๋‹ˆ๋‹ค. ์˜คํžˆ๋ ค ๋งค ์ˆœ๊ฐ„ ๊ฐ๊ธฐ ๋‹ค๋ฅธ ์–‘๋…์œผ๋กœ ๋ฒ„๋ฌด๋ ค์ ธ ์Ÿ์•„์ง€๋Š” ์‹ ์„ ํ•˜๊ณ  ์˜์–‘๊ฐ€ ๋†’์€ ๋ท”ํŽ˜, ์—ด์—ญํ•™์  ์ž‰์—ฌ ์ž์›์ด ๋„˜์ณ๋‚˜๋Š” ํ–ฅ์—ฐ์˜ ์‹ํƒ์ด๋‹ค. ์œ„๊ธฐ๊ฐ€ ์ปค์งˆ์ˆ˜๋ก ์—”์ง„์€ ๋”์šฑ ์ •๊ตํ•œ ํก์ž…๋ ฅ์œผ๋กœ ์‹œ์žฅ์˜ ๋น„ํšจ์œจ์„ ์ง„๊ณต์ฒญ์†Œ๊ธฐ์ฒ˜๋Ÿผ ๋นจ์•„๋“ค์ธ๋‹ค. ์ž๋ณธ์˜ ๋ฌด์ž๋น„ํ•œ ์ค‘๋ ฅ์žฅ์—์„œ ์ด ํฌ์‹์ž๋“ค์€ ์ค‘๋ ฅ์„ ๊ฑฐ์Šค๋ฅด๋Š” ๋Œ€์‹  ๊ทธ ํž˜์„ ์ด์šฉํ•ด ๊ฐ€์†ํ•œ๋‹ค. ์—”์ง„์€ ์ด๋ฏธ ์ผœ์กŒ๋‹ค. ํ”Œ๋Ÿฌ๊ทธ๋Š” ๋ฝ‘์„ ์ˆ˜ ์—†๋‹ค. Yhal Research๋Š” ์ด ๊ฑฐ๋Œ€ํ•œ ์—ญํ•™ ๊ด€๊ณ„์˜ ๊ด€์ฐฐ์ž์ด์ž ์„ค๊ณ„์ž๋กœ ๋‚จ๋Š”๋‹ค. ์šฐ๋ฆฌ๋Š” ์ด ๊ฐ์ • ์—†๋Š” ๊ธฐ๊ณ„ ์žฅ์น˜์˜ ํฌ์‹์ž๋“ค์ด ์˜ค๋งŒ๊ณผ ๋ฌด์ง€๋กœ ๊ฐ€๋“ ์ฐฌ ์‹œ์žฅ์˜ ๊ฑฐ์นœ ํŒŒ๋™์„ ์–ด๋–ป๊ฒŒ ๋ถ„ํ•ดํ•˜๊ณ  ์กฐ๋ฆฝํ•˜๋Š”์ง€, ๊ทธ ์ž”ํ˜นํ•˜๊ณ ๋„ ์šฐ์•„ํ•œ ํ•ด์ฒด ์ž‘์—…์„ ๊ฑด์กฐํ•œ ์‹œ์„ ์œผ๋กœ ์ง€์ผœ๋ณผ ๊ฒƒ์ด๋‹ค. ์ž๋ณธ์ฃผ์˜์˜ ๊ฐ€์žฅ ๊นŠ์€ ์‹ฌ์—ฐ์—์„œ ๋ฒŒ์–ด์ง€๋Š” ๊ธฐํ•˜ํ•™์ ์ธ ํฌ์‹. ์ƒ๋ฌผํ•™์  ํ•œ๊ณ„๋ฅผ ๋„˜์–ด์„  ์ƒˆ๋กœ์šด ์‚ฌ๋ƒฅ์ด ์‹œ์ž‘๋๋‹ค.
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Cryptopia
Cryptopia@NomadSnowLeoยท
ใ€ ํด๋กœ๋“œ๋กœ ๊ด€๋ฆฌํ•˜๋Š” ํ”„๋กœ์ ํŠธ๊ฐ€ 5๊ฐœ์ธ๋ฐ ์„œ๋กœ ๋‚จ๋‚จ์ด์—ˆ์Šต๋‹ˆ๋‹ค ใ€‘ SaaS ๊ฐœ๋ฐœ(A), AI ๊ณผ์ œ(B), ๊ฐœ์ธ ๊ธฐ๋ก, ์ฃผ์‹ ๋ถ„์„, X ๊ธ€์“ฐ๊ธฐ. ํ”„๋กœ์ ํŠธ๊ฐ€ ๋‹ค์„ฏ ๊ฐœ๋‚˜ ๋˜๋Š”๋ฐ ๊ฐ๊ฐ ๋”ฐ๋กœ ๋†€๊ณ  ์žˆ์—ˆ๊ฑฐ๋“ ์š”. ๐Ÿšฉ ๊ฐ์ž ๊ทœ์น™์€ ์žˆ๋Š”๋ฐ ์—ฐ๊ฒฐ์ด ์—†์—ˆ์Šต๋‹ˆ๋‹ค ์ €๋Š” ํด๋กœ๋“œ์ฝ”๋“œ๋กœ ๊ฐœ๋ฐœ์„ ํ•˜๊ณ  ์žˆ๋Š”๋ฐ, ํ”„๋กœ์ ํŠธ๋งˆ๋‹ค CLAUDE.md๋ผ๋Š” ๊ทœ์น™ ํŒŒ์ผ์„ ๋งŒ๋“ค์–ด๋‘ฌ์š”. "์ด ํ”„๋กœ์ ํŠธ์—์„œ๋Š” ์ด๋Ÿฐ ๋ฐฉ์‹์œผ๋กœ ์ž‘์—…ํ•ด์ค˜"๋ผ๋Š” ์ง€์‹œ์„œ ๊ฐ™์€ ๊ฑฐ์ฃ . A๋Š” A๋Œ€๋กœ, B๋Š” B๋Œ€๋กœ ์ž˜ ๋Œ์•„๊ฐ€๋Š”๋ฐ, ๋ฌธ์ œ๋Š” ํ”„๋กœ์ ํŠธ๋ผ๋ฆฌ ๊ด€๊ณ„๊ฐ€ ์—†๋‹ค๋Š” ๊ฑฐ์˜ˆ์š”. A์—์„œ ๋งŒ๋“  ๊ธฐ์ˆ ์ด B์—๋„ ์“ธ ์ˆ˜ ์žˆ๋Š”๋ฐ ๋งค๋ฒˆ ์ฒ˜์Œ๋ถ€ํ„ฐ ์„ค๋ช…ํ•ด์•ผ ํ•˜๊ณ . ๊ฐœ์ธ ๊ธฐ๋ก์—์„œ ๊ฒฝํ—˜์„ ๊บผ๋‚ด X ๊ธ€์„ ์“ฐ๋ ค๋ฉด ํด๋”๋ฅผ ์™”๋‹ค ๊ฐ”๋‹ค ํ•ด์•ผ ํ•˜๊ณ . ์ฃผ์‹ ๋ถ„์„ ๋‚ด์šฉ์„ ๊ธ€๋กœ ์“ธ ๋•Œ๋„ ์—ฐ๊ฒฐ๊ณ ๋ฆฌ๊ฐ€ ์—†์œผ๋‹ˆ ๋งค๋ฒˆ ์ƒˆ๋กœ ์‹œ์ž‘ํ•˜๋Š” ๋А๋‚Œ์ด์—ˆ์Šต๋‹ˆ๋‹ค. ์‚ฌ๋žŒ์œผ๋กœ ์น˜๋ฉด ๊ฐ™์€ ํšŒ์‚ฌ์— ๋‹ค๋‹ˆ๋Š”๋ฐ ๋ถ€์„œ๋ผ๋ฆฌ ์†Œํ†ต์ด ์•ˆ ๋˜๋Š” ์ƒํƒœ์˜€๋˜ ๊ฑฐ์˜ˆ์š”. ๐Ÿšฉ ์ด๊ฑฐ ์˜จํ†จ๋กœ์ง€์ž–์•„ ์ •๋ฆฌํ•˜๋‹ค ๋ณด๋‹ˆ๊นŒ ๊ฒฐ๊ตญ ์ด๊ฒŒ ์˜จํ†จ๋กœ์ง€ ๋ฌธ์ œ๋”๋ผ๊ณ ์š”. ์˜จํ†จ๋กœ์ง€๋ผ๋Š” ๊ฒŒ ๊ฑฐ์ฐฝํ•œ ๊ฒŒ ์•„๋‹ˆ์—์š”. ๊ฐœ์ฒด(ํ”„๋กœ์ ํŠธ)๊ฐ€ ์žˆ๊ณ , ๊ฐœ์ฒด ๊ฐ„์˜ ๊ด€๊ณ„(๋ˆ„๊ฐ€ ๋ˆ„๊ตฌํ•œํ…Œ ๋ญ˜ ์ฃผ๋Š”์ง€)๋ฅผ ์ •์˜ํ•˜๋Š” ๊ฒ๋‹ˆ๋‹ค. A โ†’ B: ๊ธฐ์ˆ  ์‹œ๋„ˆ์ง€ (๊ฐ™์€ ๊ธฐ์ˆ  ์Šคํƒ์„ ๊ณต์œ ) B โ†’ A: ๊ณ ๋„ํ™”๋œ ๊ธฐ์ˆ ์ด ๋‹ค์‹œ ๋Œ์•„์˜ด ๊ฐœ์ธ ๊ธฐ๋ก โ†’ X ๊ธ€์“ฐ๊ธฐ: ๊ฒฝํ—˜์ด ์ฝ˜ํ…์ธ ๊ฐ€ ๋จ ๊ฐœ์ธ ๊ธฐ๋ก โ†’ A, B: ์ „๋žต๊ณผ ๋ฐฉํ–ฅ์„ ๊ฒฐ์ • ์ด๋ ‡๊ฒŒ ๊ด€๊ณ„๋ฅผ ํ•œ๋ฒˆ ์ •์˜ํ•ด๋‘๋‹ˆ๊นŒ ์–ด๋””์„œ ์ž‘์—…ํ•˜๋“  ๋งฅ๋ฝ์ด ์ด์–ด์ง€๋”๋ผ๊ณ ์š”. A ํ”„๋กœ์ ํŠธ์—์„œ ์ž‘์—… ์ค‘์— "์ด ๊ธฐ์ˆ  B์—๋„ ์ ์šฉ ๊ฐ€๋Šฅํ•˜์ง€ ์•Š์•„?" ํ•˜๊ณ  ์—ฐ๊ฒฐ์ด ๋˜๋Š” ๊ฑฐ์ฃ . "์•„ ์ด๊ฑฐ ์ €์ชฝ์—์„œ ํ–ˆ๋˜ ๊ฑด๋ฐ" ํ•˜๊ณ  ๋งค๋ฒˆ ๋– ์˜ฌ๋ฆด ํ•„์š”๊ฐ€ ์—†์–ด์กŒ์Šต๋‹ˆ๋‹ค. ์‹ค์ œ๋กœ ๊ตฌํ˜„ํ•œ ๊ฒƒ๋„ ๊ฐ„๋‹จํ•ด์š”. ํด๋กœ๋“œ์ฝ”๋“œ์—๋Š” ์„ธ์…˜์ด ๋ฐ”๋€Œ์–ด๋„ ์œ ์ง€๋˜๋Š” ๋ฉ”๋ชจ๋ฆฌ ์‹œ์Šคํ…œ์ด ์žˆ๊ฑฐ๋“ ์š”. ๊ฑฐ๊ธฐ์— ํ”„๋กœ์ ํŠธ ๊ฐ„ ๊ด€๊ณ„ ๋งต์„ ํ•˜๋‚˜ ๋„ฃ์–ด๋’€์Šต๋‹ˆ๋‹ค. ๊ทธ๋žฌ๋”๋‹ˆ ์–ด๋–ค ํ”„๋กœ์ ํŠธ์—์„œ ์ž‘์—…ํ•˜๋“  ๋‹ค๋ฅธ ํ”„๋กœ์ ํŠธ์˜ ๋งฅ๋ฝ์„ ์•Œ๊ณ  ์žˆ์–ด์š”. AI ๊ณผ์ œ(B)๋ฅผ ํ•˜๋‹ค๊ฐ€ "์ด๊ฑฐ X์— ์˜ฌ๋ ค์ค˜" ํ•˜๋ฉด X ๊ธ€์“ฐ๊ธฐ ๊ทœ์น™์„ ๋ฐ”๋กœ ์ฐธ๊ณ ํ•ด์„œ ์จ์ฃผ๊ณ . ๊ฐœ์ธ ๊ธฐ๋ก์—์„œ "์ด ๊ฒฝํ—˜ ๊ธ€๋กœ ๋งŒ๋“ค์–ด์ค˜" ํ•˜๋ฉด ๊ฐœ์ธ์ •๋ณด๋Š” ๋นผ๊ณ  ์ฝ˜ํ…์ธ ๋กœ ๋ฐ”๊ฟ”์ค๋‹ˆ๋‹ค. ํŒŒ์ผ ํ•˜๋‚˜๊ฐ€ ํ”„๋กœ์ ํŠธ 5๊ฐœ์˜ ๋ฒฝ์„ ํ—ˆ๋ฌผ์–ด์ค€ ์…ˆ์ด์—์š”. ํ•ด๋ณด๊ณ  ์‹ถ์€ ๋ถ„๋“ค์„ ์œ„ํ•ด ์ œ๊ฐ€ ์‹ค์ œ๋กœ ๋งŒ๋“  ํŒŒ์ผ ๊ตฌ์กฐ๋ฅผ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค. ~/.claude/projects/ ์•„๋ž˜ memory ํด๋”์— ์ด๋Ÿฐ ํŒŒ์ผ์„ ํ•˜๋‚˜ ๋งŒ๋“ค์–ด๋‘๋ฉด ๋ฉ๋‹ˆ๋‹ค. project_ontology.md: - Active Projects: ํ”„๋กœ์ ํŠธ ์ด๋ฆ„, ๊ฒฝ๋กœ, ์šฉ๋„๋ฅผ ํ…Œ์ด๋ธ”๋กœ ์ •๋ฆฌ - Relationships: ํ”„๋กœ์ ํŠธ ๊ฐ„ ๊ด€๊ณ„๋ฅผ ํ™”์‚ดํ‘œ๋กœ ์ •์˜ (A โ†’ B: ๊ธฐ์ˆ  ์‹œ๋„ˆ์ง€) - Cross-Project Rules: ๊ณตํ†ต ๊ทœ์น™ (์˜ˆ: X ๊ธ€์€ x-post ํด๋”์— ์ €์žฅ) ์ด๊ฒŒ ์ „๋ถ€์˜ˆ์š”. ๊ฑฐ์ฐฝํ•œ ์„ค์ •์ด ์•„๋‹ˆ๋ผ ๋งˆํฌ๋‹ค์šด ํŒŒ์ผ ํ•˜๋‚˜์ž…๋‹ˆ๋‹ค. MEMORY.md์— ์ด ํŒŒ์ผ ๋งํฌ๋งŒ ๊ฑธ์–ด๋‘๋ฉด ๋ชจ๋“  ์„ธ์…˜์—์„œ ์ž๋™์œผ๋กœ ์ฝํž™๋‹ˆ๋‹ค. ๐Ÿšฉ 20๋…„ ์ „์— ๊ณต๋ถ€ํ•œ ๊ฒŒ ์ด๋ ‡๊ฒŒ ์“ฐ์ด๋„ค์š” ์‚ฌ์‹ค ์˜จํ†จ๋กœ์ง€๋ผ๋Š” ๊ฐœ๋…์„ ์ฒ˜์Œ ์ ‘ํ•œ ๊ฑด 2006๋…„ ๋Œ€ํ•™์› ๋•Œ์˜€์–ด์š”. ๋…ผ๋ฌธ ์“ฐ๋ฉด์„œ "์ด๊ฑธ ๋Œ€์ฒด ์–ด๋””๋‹ค ์“ฐ์ง€?" ํ–ˆ๊ฑฐ๋“ ์š”. ๊ทธ๋Ÿฐ๋ฐ ์ง€๊ธˆ ๋ณด๋‹ˆ๊นŒ ๊ณผ์ œ B์˜ ํ•ต์‹ฌ ๊ธฐ์ˆ ์ด ์˜จํ†จ๋กœ์ง€๊ณ . A ํ”„๋กœ์ ํŠธ์—์„œ๋„ ๋ฐ์ดํ„ฐ ๊ด€๊ณ„ ์„ค๊ณ„์— ์“ฐ์ด๊ณ  ์žˆ๊ณ . ์˜ค๋Š˜์€ ์ œ ํ”„๋กœ์ ํŠธ๋“ค ์‚ฌ์ด์˜ ๊ด€๊ณ„๋ฅผ ์ •๋ฆฌํ•˜๋Š” ๋ฐ ๋˜ ์“ฐ์˜€์Šต๋‹ˆ๋‹ค. 20๋…„ ์ „์— ์–ต์ง€๋กœ ๊ณต๋ถ€ํ–ˆ๋˜ ๊ฒŒ ์ด๋ ‡๊ฒŒ ์—ฌ๊ธฐ์ €๊ธฐ์„œ ์“ฐ์ผ ์ค„ ๋ชฐ๋ž๋„ค์š”. ์“ธ๋ชจ์—†์–ด ๋ณด์ด๋Š” ๊ณต๋ถ€๋„ ์–ด๋””์„œ ์–ด๋–ป๊ฒŒ ์—ฐ๊ฒฐ๋ ์ง€ ์ง„์งœ ๋ชจ๋ฅด๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.
Cryptopia tweet media
Cryptopia@NomadSnowLeo

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๋ฐฑ๋„๐Ÿ‘
๋ฐฑ๋„๐Ÿ‘@WhitePeachยท
์ด์ œ ์ธ๊ฐ„์€ ๋‘ ๋ถ€๋ฅ˜๋กœ ๋‚˜๋‰œ๋‹ค LLM์„ ์ž˜ ์“ฐ๋Š” ์ž์™€ ๊ทธ๋ ‡์ง€ ๋ชปํ•œ ์ž ๋ชจ๋ฅด๊ฒ ์œผ๋ฉด ์ด๋ ‡๊ฒŒ ๋– ๋จน์—ฌ์ฃผ๋Š” ๋ถ„ ๋งŽ์œผ๋‹ˆ ๋ฌด์ž‘์ • ๋”ฐ๋ผ๋ถ€ํ„ฐ ํ•ด๋ณด์‹œ๋ผ
๋กœ๊ทธ Logue@AlexZio00

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22B
22B@v81093933ยท
๐Ÿ“ข blog-writer v3.2.1 ์ •์‹ ๊ณต๊ฐœํ•ฉ๋‹ˆ๋‹ค! ์•ˆ๋…•ํ•˜์„ธ์š”, 1์ธ ๋ฏธ๋””์–ด ํ•˜์‹œ๋Š” ๋ถ„๋“ค! ํ˜ผ์ž์„œ ๋ธ”๋กœ๊ทธ ๊ธ€ ํ•˜๋‚˜ ์“ฐ๋ฉด ๋์ด ์•„๋‹ˆ๋ผ, ๊ทธ ๊ธ€์„ ๋ธ”๋กœ๊ทธ + ์ธ์Šคํƒ€๊ทธ๋žจ ์นด๋“œ + X ์Šค๋ ˆ๋“œ + ์œ ํŠœ๋ธŒ ์‡ผ์ธ  + ์ฃผ๊ฐ„ ๋‰ด์Šค๋ ˆํ„ฐ๊นŒ์ง€ ์ด 5๊ฐœ ํฌ๋งท์œผ๋กœ ์ž๋™์œผ๋กœ ๋งŒ๋“ค์–ด์„œ ๋ฐฐํฌํ•ด์ฃผ๋Š” AI ์ž๋™ํ™” ์—”์ง„, blog-writer์˜ ์ƒˆ ๋ฒ„์ „์ด ๋‚˜์™”์Šต๋‹ˆ๋‹ค. ์ด๋ฒˆ v3.2.1์€ โ€œ๊ธฐ๋Šฅ๋งŒ ์ž”๋œฉ ๋„ฃ์€โ€ ๋ฒ„์ „์ด ์•„๋‹ˆ๋ผ, โ€œ์ฒ˜์Œ ์“ฐ๋Š” ์‚ฌ๋žŒ๋„ ํ—ค๋งค์ง€ ์•Š๊ณ  ๋ฐ”๋กœ ๋Œ๋ฆด ์ˆ˜ ์žˆ๊ฒŒโ€ ๋‹ค๋“ฌ์€ ์šด์˜ํ˜• ๋ฒ„์ „์ž…๋‹ˆ๋‹ค. ํ•œ๋งˆ๋””๋กœ, ์ „๋ฌธ๊ฐ€์šฉ ๋„๊ตฌ์—์„œ ์ดˆ๋ณด์ž๋„ ๋”ฐ๋ผํ•  ์ˆ˜ ์žˆ๋Š” ์ง„์งœ ์ž๋™ํ™” ๋„๊ตฌ๋กœ ์—…๊ทธ๋ ˆ์ด๋“œ๋์–ด์š”. ๐Ÿ”ฅ ์ด๋ฒˆ ๋ฒ„์ „์—์„œ ์ œ์ผ ํฌ๊ฒŒ ๋ฐ”๋€ ์  1. ์„ค์ •์ด ์—„์ฒญ ์‰ฌ์›Œ์กŒ์–ด์š” bw init์ด๋ผ๋Š” ๋งˆ๋ฒ•์‚ฌ(์„ค์ • ๋„์šฐ๋ฏธ)๊ฐ€ ์ƒ๊ฒจ์„œ, โ€œ์ด๊ฑฐ ์–ด๋–ป๊ฒŒ ์‹œ์ž‘ํ•ด?โ€ ํ•˜๋ฉด์„œ ํ—ค๋งค๋Š” ์ผ์ด ๊ฑฐ์˜ ์‚ฌ๋ผ์กŒ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ƒฅ ๋”ฐ๋ผ๊ฐ€๊ธฐ๋งŒ ํ•˜๋ฉด API ํ‚ค ๋„ฃ๊ณ , ์˜ˆ์‚ฐ ์„ค์ •ํ•˜๊ณ , ์ž๋™์œผ๋กœ ์ค€๋น„ ๋! 2. ๋ˆ ์•„๋ผ๋ฉด์„œ๋„ ํ’ˆ์งˆ์€ ๋” ์ข‹์•„์กŒ์–ด์š” ๋‚ด๊ฐ€ ๊ฐ€์ง„ ์˜ˆ์‚ฐ, API ํ‚ค ์œ ๋ฌด, ์‹ค๋ ฅ์— ๋”ฐ๋ผ AI ์—”์ง„์„ ์ž๋™์œผ๋กœ ๊ณจ๋ผ์ค๋‹ˆ๋‹ค. ๋ˆ ๋งŽ์œผ๋ฉด ์ตœ๊ณ  ์„ฑ๋Šฅ ์—”์ง„, ๋ˆ ์—†์œผ๋ฉด ๋ฌด๋ฃŒ ๋Œ€์•ˆ์œผ๋กœ ์•Œ์•„์„œ ๋ฐ”๊ฟ”์ค˜์š”. โ†’ ๊ด‘๊ณ  ์ˆ˜์ต๊นŒ์ง€ ๋…ธ๋ฆฌ๋Š” 1์ธ ๋ฏธ๋””์–ด์—๊ฒŒ ์ตœ์ ! 3. ์œ ํŠœ๋ธŒ ์‡ผ์ธ ๊ฐ€ ์ง„์งœ ์˜ˆ๋ป์กŒ์–ด์š” ๋‹จ์ˆœํžˆ ์˜์ƒ ๋ฝ‘๋Š” ๊ฒŒ ์•„๋‹ˆ๋ผ, โ€œ์–ด๋–ค ํ›… ๋ฌธ๊ตฌ๊ฐ€ ๋” ๋Œ๋ฆด๊นŒ?โ€, โ€œ๋ชจ์…˜์ด ๋œ ์ง€๋ฃจํ• ๊นŒ?โ€๊นŒ์ง€ AI๊ฐ€ ์Šค์Šค๋กœ ํŒ๋‹จํ•ด์„œ ํ’ˆ์งˆ์„ ์˜ฌ๋ ค์ค๋‹ˆ๋‹ค. Typecast TTS ์Œ์„ฑ ํ•ฉ์„ฑ๋„ ์ƒˆ๋กœ ๋“ค์–ด์™€์„œ ๋ชฉ์†Œ๋ฆฌ ์„ ํƒ์ง€๊ฐ€ ํ›จ์”ฌ ๋„“์–ด์กŒ์–ด์š”. 4. ์‹คํ–‰์ด ์•ˆ์ •์ ์ด๊ณ  ๋œ ํ—ท๊ฐˆ๋ ค์š” PC ๊ฒฝ๋กœ ๋•Œ๋ฌธ์— ๋ฉˆ์ถ”๋Š” ๋ฌธ์ œ ํ•ด๊ฒฐ ๋ฏธ์™„์„ฑ ๊ธฐ๋Šฅ์€ ์•„์˜ˆ ์ˆจ๊ฒจ์„œ ์‹ค์ˆ˜ํ•  ์ผ ์—†์Œ ๋Œ€์‹œ๋ณด๋“œ์™€ CLI๊ฐ€ ๋” ์ž˜ ๋งž๋ฌผ๋ ค ์˜ค๋ฅ˜๊ฐ€ ์ค„์—ˆ์–ด์š” ์‰ฝ๊ฒŒ ๋งํ•ด, ์ด์ „ ๋ฒ„์ „์€ โ€œ์ข‹์€ ๊ธฐ๋Šฅ์ด ๋งŽ์ง€๋งŒ ์ข€ ์–ด๋ ต๋‹คโ€์˜€๋‹ค๋ฉด, ์ด๋ฒˆ v3.2.1์€ โ€œ๊ธฐ๋Šฅ๋„ ์ข‹๊ณ , ์ง„์งœ ๋Œ๋ฆฌ๊ธฐ ์‰ฝ๋‹คโ€๊ฐ€ ๋œ ๋ฒ„์ „์ž…๋‹ˆ๋‹ค. ์–ด๋–ป๊ฒŒ ์‹œ์ž‘ํ•˜๋‚˜์š”? (3๋ถ„์ด๋ฉด ๋) 1. GitHub์—์„œ ํ”„๋กœ์ ํŠธ ๋‹ค์šด๋กœ๋“œ 2. scripts\setup.bat ํ•œ ๋ฒˆ ํด๋ฆญ 3. bw init ๋”ฐ๋ผ๊ฐ€๋ฉฐ ์„ค์ • 4. blog server๋กœ ๋Œ€์‹œ๋ณด๋“œ ํ™•์ธ 5. blog scheduler๋กœ ์ž๋™ ์šด์˜ ์‹œ์ž‘! ์ž์„ธํ•œ ๊ฐ€์ด๋“œ๋Š” ๋ฆด๋ฆฌ์ฆˆ ํŽ˜์ด์ง€์— ์นœ์ ˆํ•˜๊ฒŒ ์ ์–ด๋†จ์–ด์š”. ์ง€๊ธˆ ๋ฐ”๋กœ ์จ๋ณด์„ธ์š”! ๐Ÿ‘‰ github.com/sinmb79/blog-wโ€ฆ 1์ธ ๋ธ”๋กœ๊ฑฐ, ์œ ํŠœ๋ฒ„, ๋‰ด์Šค๋ ˆํ„ฐ ์šด์˜์ž, ์ธ์Šคํƒ€ยทX ํฌ๋ฆฌ์—์ดํ„ฐ ๋ถ„๋“ค๊ป˜ ์ •๋ง ๊ฐ•๋ ฅ ์ถ”์ฒœ๋“œ๋ ค์š”. ํ˜ผ์ž์„œ๋„ ์ฝ˜ํ…์ธ ๋ฅผ 5๋ฐฐ๋กœ ๋ฝ‘์•„๋‚ผ ์ˆ˜ ์žˆ๋Š” ์ง„์งœ ์ž๋™ํ™” ๋„๊ตฌ์ž…๋‹ˆ๋‹ค. โญ๏ธ ๋ณ„ ํ•˜๋‚˜๋งŒ ๋ˆŒ๋Ÿฌ์ฃผ์…”๋„ ๊ฐœ๋ฐœ์ž์—๊ฒŒ ํฐ ํž˜์ด ๋ฉ๋‹ˆ๋‹ค! ์‚ฌ์šฉํ•ด๋ณด์‹œ๊ณ  ํ”ผ๋“œ๋ฐฑ ์ฃผ์‹œ๋ฉด ๋‹ค์Œ ๋ฒ„์ „์—์„œ ๋ฐ”๋กœ ๋ฐ˜์˜ํ• ๊ฒŒ์š”. #1์ธ๋ฏธ๋””์–ด #๋ธ”๋กœ๊ทธ์ž๋™ํ™” #์œ ํŠœ๋ธŒ์‡ผ์ธ  #AI์ฝ˜ํ…์ธ  #๋ธ”๋กœ๊ทธ์ˆ˜์ตํ™” #blogwriter
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22B
22B@v81093933ยท
๐ŸŽฌ ์ˆํผ ์˜์ƒ, ๊ธฐํš์ด ์ œ์ผ ์–ด๋ ต์ž–์•„์š”. ๊ทธ๋ž˜์„œ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค. "Shorts Engine" โ€” ์˜คํ”ˆ์†Œ์Šค ๋ฌด๋ฃŒ ๊ณต๊ฐœํ•ฉ๋‹ˆ๋‹ค. github.com/sinmb79/Shortsโ€ฆ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ์ด๊ฒŒ ๋ญ”๊ฐ€์š”? โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ์œ ํŠœ๋ธŒ ์‡ผ์ธ , ํ‹ฑํ†ก, ์ธ์Šคํƒ€ ๋ฆด์Šค. ์ˆํผ ์˜์ƒ ํ•˜๋‚˜ ๋งŒ๋“ค๋ ค๋ฉด ์ƒ๊ฐ๋ณด๋‹ค ๊ฒฐ์ •ํ•  ๊ฒŒ ๋งŽ์Šต๋‹ˆ๋‹ค. "๋ช‡ ์ดˆ์งœ๋ฆฌ๋กœ ํ•˜์ง€?" "์นด๋ฉ”๋ผ ์›€์ง์ž„์€?" "์–ด๋–ค ๋ณด์กฐ ์˜์ƒ์„ ๋„ฃ์ง€?" "AI ๋„๊ตฌ ํ”„๋กฌํ”„ํŠธ๋Š” ๋ญ˜๋กœ ์“ฐ์ง€?" "์–ด๋А ํ”Œ๋žซํผ์— ๋จผ์ € ์˜ฌ๋ฆฌ์ง€?" Shorts Engine์€ ์ด ๋ชจ๋“  ๊ธฐํš์„ ์ž๋™์œผ๋กœ ํ•ด์ค๋‹ˆ๋‹ค. JSON ํŒŒ์ผ ํ•˜๋‚˜ ๋„ฃ์œผ๋ฉด, ์™„์„ฑ๋œ ์ œ์ž‘ ๊ณ„ํš์„œ๊ฐ€ ๋‚˜์˜ต๋‹ˆ๋‹ค. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๊ตฌ์ฒด์ ์œผ๋กœ ๋ญ˜ ํ•ด์ฃผ๋‚˜์š”? โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” โœ… ํ”Œ๋žซํผ๋ณ„ ์˜์ƒ ๊ทœ๊ฒฉ ์ž๋™ ์ ์šฉ (์œ ํŠœ๋ธŒ/ํ‹ฑํ†ก/๋ฆด์Šค) โœ… ์นด๋ฉ”๋ผ ๋ชจ์…˜ ํŒจํ„ด ์ž๋™ ์„ค๊ณ„ (๋ฐ˜๋ณต ๋ฐฉ์ง€ ๊ทœ์น™ ํฌํ•จ) โœ… ์žฅ๋ฉด์— ๋งž๋Š” B-roll(๋ณด์กฐ ์˜์ƒ) ์ž๋™ ์ถ”์ฒœ โœ… AI ์˜์ƒ ์ƒ์„ฑ ๋„๊ตฌ์šฉ ํ”„๋กฌํ”„ํŠธ ์ž๋™ ์ž‘์„ฑ โœ… ์†Œ์„ค ์—ํ”ผ์†Œ๋“œ โ†’ ์ˆํผ ์‹œ๋‚˜๋ฆฌ์˜ค ์ž๋™ ๋ณ€ํ™˜ โœ… ๋น„์šฉ ์ตœ์ ํ™” ๋ผ์šฐํŒ… (๊ฐ€์žฅ ์‹ผ ๋ฐฉ๋ฒ• ์ž๋™ ์„ ํƒ) โœ… ์˜ค๋ฅ˜ ๋ฐœ์ƒ ์‹œ ๋ณต๊ตฌ ๊ฒฝ๋กœ ์ž๋™ ์‹œ๋ฎฌ๋ ˆ์ด์…˜ โœ… ์‚ฌ์šฉํ• ์ˆ˜๋ก ๊ฐœ์ธํ™”๋˜๋Š” ํ•™์Šต ์‹œ์Šคํ…œ โœ… ๋ Œ๋”๋ง ์ˆœ์„œ, ์—…๋กœ๋“œ ๊ณ„ํš๊นŒ์ง€ ์ „๋ถ€ ํฌํ•จ ํ•œ๋งˆ๋””๋กœ: "์˜์ƒ ๊ธฐํš ๊ฐ๋…"์„ ์ฝ”๋“œ๋กœ ๋งŒ๋“  ๊ฒ๋‹ˆ๋‹ค. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๋น„๊ฐœ๋ฐœ์ž๋ถ„๋“ค๋„ ์“ธ ์ˆ˜ ์žˆ๋‚˜์š”? โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” Node.js๋งŒ ์„ค์น˜ํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค. 3๋‹จ๊ณ„๋ฉด ๋. 1๏ธโƒฃ nodejs.org์—์„œ LTS ๋‹ค์šด๋กœ๋“œ โ†’ ์„ค์น˜ 2๏ธโƒฃ ํ„ฐ๋ฏธ๋„์—์„œ git clone + npm install 3๏ธโƒฃ npm run engine -- run ์š”์ฒญํŒŒ์ผ.json README์— ์ฒ˜์Œ ํ•˜์‹œ๋Š” ๋ถ„๋„ ๋”ฐ๋ผํ•  ์ˆ˜ ์žˆ๊ฒŒ ์ „๋ถ€ ํ•œ๊ธ€๋กœ ์„ค๋ช…ํ•ด๋’€์Šต๋‹ˆ๋‹ค. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ์™œ ๋ฌด๋ฃŒ๋กœ ๊ณต๊ฐœํ•˜๋‚˜์š”? โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” 22B Labs์˜ ์ฒ ํ•™์ž…๋‹ˆ๋‹ค. "๊ธฐ๋ณธ์€ ๋ฌด๋ฃŒ๋กœ ์™„์ „ ์ž‘๋™. ๋‚˜๋จธ์ง€๋Š” ์ „๋ถ€ ์‚ฌ์šฉ์ž ์„ ํƒ." MIT ๋ผ์ด์„ ์Šค. ์ž์œ ๋กญ๊ฒŒ ์“ฐ๊ณ , ์ˆ˜์ •ํ•˜๊ณ , ๋ฐฐํฌํ•˜์„ธ์š”. 70๊ฐœ ํ…Œ์ŠคํŠธ ์ „๋ถ€ ํ†ต๊ณผ. TypeScript ๊ธฐ๋ฐ˜. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ์•ž์œผ๋กœ์˜ ๊ณ„ํš โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ํ˜„์žฌ๋Š” "๊ธฐํš ์—”์ง„"์ž…๋‹ˆ๋‹ค. ์‹ค์ œ AI ์˜์ƒ ์ƒ์„ฑ(Sora, Runway ๋“ฑ), TTS, ์ž๋™ ์—…๋กœ๋“œ๋Š” ์ถ”ํ›„ ์—ฐ๋™ ์˜ˆ์ •. ์ง€๊ธˆ ์ด ์—”์ง„์ด ๋งŒ๋“œ๋Š” ๊ฑด "์™„๋ฒฝํ•œ ์„ค๊ณ„๋„". ์„ค๊ณ„๋„๊ฐ€ ์ข‹์•„์•ผ ๊ฒฐ๊ณผ๋ฌผ๋„ ์ข‹์Šต๋‹ˆ๋‹ค. โญ GitHub์—์„œ Star ํ•œ๋ฒˆ ๋ˆŒ๋Ÿฌ์ฃผ์‹œ๋ฉด ํฐ ํž˜์ด ๋ฉ๋‹ˆ๋‹ค. ๐Ÿ› ๋ฒ„๊ทธ๋‚˜ ์•„์ด๋””์–ด๋Š” Issues์— ๋‚จ๊ฒจ์ฃผ์„ธ์š”. #OpenSource #ShortsEngine #์ˆํผ #์œ ํŠœ๋ธŒ์‡ผ์ธ  #ํ‹ฑํ†ก #๋ฆด์Šค #AI์˜์ƒ #์˜คํ”ˆ์†Œ์Šค #22BLabs #The4thPath
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Yhal
Yhal@Yhalresearchยท
์ด๋ถ€๋ถ„์ด ํ•ต์‹ฌ์ด๋‹ค ์‚ฌ์‹ค ๋กฑ๊ณผ ์ˆ์€ ๋กœ์ง์ด ๋‹ค๋ฅด๋ฉฐ ํŒจํ„ด๋ถ„์„์‹œ ๋ด์•ผํ•˜๋Š”๊ฒƒ๊ณ  ๋‹ค๋ฅด๋‹ค ๋ฐ•์Šค๊ถŒ๋งค๋งค์—์„œ ๋กฑ์ˆ์ „๋žต๋“ค๊ณ ๊ฐ€๋ฉด ์žฆ์€์†์‹ค์— ๊ณ„์ขŒ๊ฐ€ ๋…น๋Š”๋‹ค
22B@v81093933

์ด ๋งค๋งค์—”์ง„์„ ์ž˜ ํ™œ์šฉํ•˜๋ ค๋ฉด ์ด ์—”์ง„์„ค์น˜ ๋งํฌ๋ฅผ AI์—๊ฒŒ ์ œ๊ณตํ•ด์ฃผ๊ณ  ์ž์‹ ์˜ ์ „๋žต์— ๋งž๊ฒŒ ์„ธํŒ…์‹œํ‚ค๋ฉด ๋ฉ๋‹ˆ๋‹ค ์ •๋‹ต์€ ์—†์Šต๋‹ˆ๋‹ค ํ†ต๊ณ„์ ์œผ๋กœ ๋ณด๋ฉด ์œ ์ผํ•œ ์ƒ์กด์ž๋Š” ๋ฐ˜์ž๋™์ž…๋‹ˆ๋‹ค ํ˜„์žฌ๊นŒ์ง€ ์ž๋™๋งค๋งค๋ด‡์œผ๋กœ ์žฅ๊ธฐ๊ฐ„ ์ƒ์กดํ•œ ์‚ฌ๋ก€๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค ์ฆ‰, ๋Š์ž„์—†์ด ์‚ฌ๋žŒ์ด ๊ด€๋ฆฌํ•˜๊ณ  ๋‹ค๋“ฌ์–ด์•ผ ํ•˜๊ฑฐ๋‚˜ ์ž์‹ ๋งŒ์˜ ๊ตฌ๊ฐ„์—์„œ๋งŒ ๋งค๋งคํ•˜๋Š” ์ˆ˜๋‹จ์œผ๋กœ ์‚ฌ์šฉํ•ด์•ผ ํ•œ๋‹ค๋Š” ๊ฒฐ๋ก ์ด ๋‚˜์˜ต๋‹ˆ๋‹ค github.com/sinmb79/strareโ€ฆ

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Alis volat propriis
Alis volat propriis@Alisvolatprop12ยท
์•„์ด๋””์–ด๋Š” ์ข‹์ง€๋งŒ, ์š”์ฆ˜์ฒ˜๋Ÿผ ๋ชจ๋ธ์ด 6๊ฐœ์›”๋„ ์•ˆ๋˜์„œ ๊ฐˆ์•„์น˜์›Œ์ง€๋Š” ์‹œ๋Œ€์— ํ•˜๋“œ์ฝ”๋”ฉ asic์€ ๋น„์ฆˆ๋‹ˆ์Šค๋กœ์„œ๋Š” ๋ฆฌ์Šคํฌ๊ฐ€ ํด ๋“ฏโ€ฆ ๋ฌผ๋ก  qwen3.5 27B๊ฐ€ ์˜คํ”ˆ ์›จ์ดํŠธ ์ค‘์—์„  ๋…๋ณด์ ์ด๋ผ๋Š” ๊ฑด ์ธ์ •
Kirito (e/acc) ๐Ÿดโ€โ˜ ๏ธ@bronzeagepapi

Taalas Qwen3.5 27b

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David Hendrickson
David Hendrickson@TeksEdgeยท
๐ŸŽ—๏ธ "Medium-Sized" LLM Burners Coming Soon! ๐Ÿ”ฅ This Could Make Local HyperToken Generation a Reality. โšก๏ธ NVIDIAโ€™s worst nightmare? ๐Ÿ˜ฑ โš™๏ธ Application-Specific Hardware Taalas new PCIe ASIC board would burn the entire medium-sized Qwen 3.5-27B LLM straight into silicon ๐Ÿคฏ (already doing it with small models) Taalos said medium models on ASIC would be available in their lab by Spring '26. ๐Ÿ’ญImagine: ๐Ÿšซ No more loading weights ๐Ÿš€ ~10,000 Tokens Per Second locally (Llama 3.1 8B already @ 17,000 tps) ๐Ÿ’ป Standard PC slot, ultra-low power (10x less) ๐Ÿ”‹ ๐ŸŒ 100% offline with no cloud, no GPU farm ๐Ÿ’ฐ Reddit unit cost rumor $300 to $400 ๐Ÿ–ฅ๏ธ Imagine HyperToken generation on your desktop. ๐Ÿค– AI agents that think at light speed. โšก๏ธ Are you ready? ๐Ÿ‘€
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22B
22B@v81093933ยท
๋งฅ์ด์–ด์•ผ ํ• ๊นŒ, ๋…ธํŠธ๋ถ๋„ ๋ ๊นŒ? OpenClaw ์„ธํŒ… ์ „์— ๊ผญ ์•Œ์•„์•ผ ํ•  ๊ฒƒ๋“ค "๋งฅ๋ถ์—์–ด M1 ์žˆ๋Š”๋ฐ ๊ฐ€๋Šฅํ•œ๊ฐ€์š”?" "API ๋น„์šฉ์ด ๋งŽ์ด ๋“œ๋‚˜์š”?" "์‚ผ์„ฑ ๋…ธํŠธ๋ถ๋„ ๋˜๋‚˜์š”?" ํŠธ์œ„ํ„ฐ์—์„œ ๊ฐ€์žฅ ๋งŽ์ด ๋ฐ›์€ ์งˆ๋ฌธ๋“ค, ๊ฒ€์ƒ‰๊นŒ์ง€ ํ•ด์„œ ์ œ๋Œ€๋กœ ๋‹ตํ•ฉ๋‹ˆ๋‹ค. the4thpath.com/2026/03/openclโ€ฆ ์ถœ์ฒ˜ @22blabs
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Closer_o
Closer_o@Keymong368774ยท
๋™๋„ค ๋„์„œ๊ด€ ๋ฌธ๊ตฌ. ์ง‘ ๊ทผ์ฒ˜ ๊ณต๋ฆฝ ๋„์„œ๊ด€์— ์žˆ๋Š” ๋ฌธ๊ตฌ.๐Ÿ“ท "์ฑ…์ด๋ผ๋„ ์ฝ๊ณ  ๊ฐ€์„ธ์š”" ์•„๋ž˜ ์ž‘์€ ๊ธ€์”จ๋กœ <๋…์„œ๋Š” ํ•ด๋กญ์ง€ ์•Š์Šต๋‹ˆ๋‹ค.> ์ฑ… ์‚ด๊ท  ์†Œ๋…๊ธฐ ์˜†์— ๋ถ™์–ด์žˆ๋Š” ๋ฌธ๊ตฌ์˜€๋‹น.๐Ÿ˜…
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Closer_o@Keymong368774

๊ตญ๋ฆฝ์„ธ์ข…๋„์„œ๊ด€ ์šฐ๋ฆฌ๋‚˜๋ผ์—” ๊ณณ๊ณณ์— ์—ฌ๋Ÿฌ ์ข‹์€ ๋„์„œ๊ด€๋“ค์ด ๋งŽ์€๋ฐ,์ด ๊ตญ๋ฆฝ๋„์„œ๊ด€๋„ ๊ทธ ์ค‘ ํ•˜๋‚˜. ๊ตญ๋ฆฝ์ค‘์•™๋ฐ•๋ฌผ๊ด€์ด ์žฅ์พŒํ•œ ์ง์„ ๋ฏธ๋ผ๋ฉด, ๊ฑฐ๋Œ€ํ•œ ์ฑ… ํ•œ๊ถŒ์ด ๋†“์ธ๋“ฏํ•œ ๊ณก์„ ๋ฏธ. ๋˜ํ•œ ํ˜ธ์ˆ˜๊ณต์›์— ์žˆ์–ด, ๋„์„œ๊ด€์—์„œ ํ˜ธ์ˆ˜๋ฅผ ๋ฐ”๋ผ๋ณด๋ฉฐ ๋…์„œ๋ฅผ ํ• ์ˆ˜ ์žˆ๋‹น. <ํ•œ๊ตญ์—์„  ๋„์„œ๊ด€์„ ์ž˜ ํ™œ์šฉํ•˜๋Š”๊ฒŒ ์œคํƒํ•œ ์ƒํ™œ์˜ ํŒ>

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22B
22B@v81093933ยท
**โœ… straregy-consol v1.4.0 ๊ณต๊ฐœ ๋ฐฐํฌ ์™„๋ฃŒ! ๐Ÿš€** ์•ˆ๋…•ํ•˜์„ธ์š”, ์—ฌ๋Ÿฌ๋ถ„! ์˜ค๋Š˜ **v1.4.0** ๋ฒ„์ „์œผ๋กœ **์™„์ „ ๋ฌด๋ฃŒ ๊ณต๊ฐœ**ํ•ฉ๋‹ˆ๋‹ค! ์ด์ œ **Binance ์„ ๋ฌผ + Hyperliquid DEX** ์ด์ค‘ ๊ฑฐ๋ž˜์†Œ๋ฅผ ๋™์‹œ์— ์ง€์›ํ•˜๊ณ , **3๊ฐœ์˜ ๊ฐ•๋ ฅํ•œ ์‹ ๊ทœ ์ „๋žต**๊ณผ **์ „๋žต ์ถ”์ฒœ ์—”์ง„**, **๋ฐฑํ…Œ์ŠคํŠธ ํ”„๋ ˆ์ž„์›Œํฌ**๊นŒ์ง€ ์ถ”๊ฐ€๋œ ๋Œ€๋Œ€์ ์ธ ์—…๋ฐ์ดํŠธ์ž…๋‹ˆ๋‹ค. **๊ต์œกยท์—ฐ๊ตฌ ๋ชฉ์ ์œผ๋กœ ๋ˆ„๊ตฌ๋‚˜ ์ž์œ ๋กญ๊ฒŒ ์‚ฌ์šฉ**ํ•˜์‹ค ์ˆ˜ ์žˆ์–ด์š”. (์‹ค๊ฑฐ๋ž˜ ์‚ฌ์šฉ ์‹œ ๋ณธ์ธ ์ฑ…์ž„์ž…๋‹ˆ๋‹ค โš ๏ธ) ### ๐Ÿ”ฅ ์ฃผ์š” ํŒจ์น˜ ๋‚ด์šฉ ์ƒ์„ธ **1. ๐Ÿ” ์ด์ค‘ ๊ฑฐ๋ž˜์†Œ ์ง€์› โ€” Hyperliquid DEX ์ถ”๊ฐ€** Binance ์„ ๋ฌผ ์™ธ์— **Hyperliquid DEX**๋ฅผ ์™„๋ฒฝ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. `.env` ํŒŒ์ผ์— `HYPERLIQUID_ENABLED=true`๋งŒ ์„ค์ •ํ•˜๋ฉด ๋‘ ๊ฑฐ๋ž˜์†Œ์—์„œ **๋™์‹œ์—** ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ + ์ฃผ๋ฌธ ์‹คํ–‰์ด ๊ฐ€๋Šฅํ•ด์š”. ํ•œ์ชฝ ๊ฑฐ๋ž˜์†Œ์— ์žฅ์• ๊ฐ€ ์ƒ๊ฒจ๋„ ๋‚˜๋จธ์ง€ ๊ฑฐ๋ž˜์†Œ๋Š” ์ •์ƒ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค. ํ•„์š” ํ™˜๊ฒฝ๋ณ€์ˆ˜: - `HYPERLIQUID_ENABLED=true` - `HYPERLIQUID_WALLET_ADDRESS=0x...` - `HYPERLIQUID_PRIVATE_KEY=0x...` **2. ๐Ÿ“ˆ ์‹ ๊ทœ ์ „๋žต 3์ข… ์ถ”๊ฐ€** - **Strategy D โ€” Bear Trend (ํ•˜๋ฐฉ ์ถ”์„ธ์ถ”์ข…)** `BTC_BEARISH` / `HIGH_VOLATILITY` ๋ ˆ์ง์—์„œ SHORT ํฌ์ง€์…˜์„ ์ถ”์„ธ ๋ฐฉํ–ฅ์œผ๋กœ ์ง„์ž…. EMA20 < EMA50 + RSI 35~55 ๊ตฌ๊ฐ„ + ๊ฑฐ๋ž˜๋Ÿ‰ ํ™•์ธ. RSI 35 ๋ฏธ๋งŒ์ด๋ฉด ์ง„์ž… ๊ธˆ์ง€๋กœ ์นผ๋ ์žก๊ธฐ ๋ฐฉ์ง€. - **Strategy E โ€” Range Trader (๋ ˆ์ธ์ง€ ์–‘๋ฐฉํ–ฅ ๋งค๋งค)** `BTC_SIDEWAYS` ๋ ˆ์ง ์ „์šฉ. 24๋ด‰ ๊ณ /์ €์ ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ๋ฐ•์Šค๊ถŒ ์ƒ๋‹จ/ํ•˜๋‹จ์„ ์ž๋™ ์ธ์‹ํ•ด ์—ญ๋ฐฉํ–ฅ ์ง„์ž…. ๋ฐ•์Šค ํญ 2~8% ์กฐ๊ฑด์œผ๋กœ ํ•„ํ„ฐ๋ง. - **Strategy F โ€” Volatility Momentum (๋ณ€๋™์„ฑ ๋ชจ๋ฉ˜ํ…€)** `HIGH_VOLATILITY` ๋ ˆ์ง ์ „์šฉ. ATR ํญ๋ฐœ ์งํ›„ ์ดˆ๊ธฐ ๋ฐฉํ–ฅ์„ ๋น ๋ฅด๊ฒŒ ํฌ์ฐฉ. ๋ณผ๋ฆฐ์ € ๋ฐด๋“œ ๋ŒํŒŒ + ๊ฑฐ๋ž˜๋Ÿ‰ 2๋ฐฐ ์ด์ƒ + ๊ฐ•ํ•œ ์บ”๋“ค ๋ฐ”๋”” ์กฐ๊ฑด. TP 3% / SL 1.5% ๋น ๋ฅธ ์ˆ˜์ต ์‹คํ˜„. **3. ๐Ÿค– ์ „๋žต ์ถ”์ฒœ ์—”์ง„ (StrategyRecommender)** ๋งค๋งค ๊ฒฐ๊ณผ๋ฅผ ์‹ค์‹œ๊ฐ„ ๋ถ„์„ํ•ด์„œ ์ „๋žต ํ™œ์„ฑํ™”ยท๋น„ํ™œ์„ฑํ™”ยทํŒŒ๋ผ๋ฏธํ„ฐ ์กฐ์ •์„ **์ž๋™ ์ถ”์ฒœ**ํ•ด์ค๋‹ˆ๋‹ค. ์ถ”์ฒœ ์œ ํ˜•: ACTIVATE / PROMOTE / SUSPEND / ADJUST / FOCUS ๋Œ€์‹œ๋ณด๋“œ์—์„œ ํ™•์ธ ํ›„ ์Šน์ธ/๊ฑฐ์ ˆ ๊ฐ€๋Šฅ. **4. ๐Ÿงช ๋ฐฑํ…Œ์ŠคํŠธ & ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋„๊ตฌ ์™„๋น„** - `python fetch_historical_data.py` โ†’ ๊ณผ๊ฑฐ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ - `python run_backtest.py` โ†’ Win Rate, Profit Factor, MDD, Expectancy ๋“ฑ ์ƒ์„ธ ๋ฐฑํ…Œ์ŠคํŠธ ์‹คํ–‰ ### ๐Ÿ“ฅ ์„ค์น˜ ๋ฐ ์‹คํ–‰ ๋ฐฉ๋ฒ• (์ดˆ๊ฐ„๋‹จ) ```bash git clone github.com/sinmb79/strareโ€ฆ cd straregy-consol pip install -r requirements.txt cp .env.example .env # API ํ‚ค & ์„ค์ • ์ž…๋ ฅ python -m bot.main ``` **๋ฆด๋ฆฌ์ฆˆ ํŽ˜์ด์ง€ ๋ฐ”๋กœ๊ฐ€๊ธฐ** ๐Ÿ‘‡ github.com/sinmb79/strareโ€ฆ ์ด์ œ ๋ˆ„๊ตฌ๋‚˜ ์ž์œ ๋กญ๊ฒŒ ์ „๋žต์„ ํ…Œ์ŠคํŠธํ•˜๊ณ  ๊ฐœ์„ ํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋์Šต๋‹ˆ๋‹ค! ๋งŽ์€ ๋ถ„๋“ค์ด ์‚ฌ์šฉํ•˜์‹œ๋ฉด์„œ ํ”ผ๋“œ๋ฐฑ ์ฃผ์‹œ๋ฉด ๋‹ค์Œ ์—…๋ฐ์ดํŠธ์— ์ ๊ทน ๋ฐ˜์˜ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค ๐Ÿ”ฅ โญ GitHub ์Šคํƒ€ + ๋ฆฌํฌํŠธ ๊ณต์œ  ๋ถ€ํƒ๋“œ๋ ค์š”! #TradingBot #CryptoStrategy #Hyperliquid #BinanceFutures #๋ฐฑํ…Œ์ŠคํŠธ (์‹ค๊ฑฐ๋ž˜๋Š” ๋ณธ์ธ ํŒ๋‹จ๊ณผ ์ฑ…์ž„ ํ•˜์— ์‚ฌ์šฉํ•ด ์ฃผ์„ธ์š”. ๊ฐœ๋ฐœ์ž๋Š” ์†์‹ค์— ๋Œ€ํ•ด ์ผ์ฒด ์ฑ…์ž„์ง€์ง€ ์•Š์Šต๋‹ˆ๋‹ค.) โ€” 22B (v1.4.0 ๊ณต๊ฐœ ๊ธฐ๋…)
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์ž” ๋‹ค๋ฅดํฌ๐Ÿฆž
๐ŸšจAI๋กœ ๋ญ˜ํ•ด์•ผํ• ์ง€ ๋ชจ๋ฅด๊ฑฐ๋‚˜ ๋ˆ๋ฒŒ๋ ค๋ฉด 1๋ถ„๋งŒ ์ฝ์–ด๋ณด์„ธ์š”(์–ด๊ทธ๋กœ ์•„๋‹˜) ์ƒˆ๋กœ์šด ๋ถ„์•ผ์˜ ํ•ต์‹ฌ์„ 3์‹œ๊ฐ„ ๋งŒ์— ํŒŒ์•…ํ•˜๊ณ , ์ด๊ฑธ๋กœ ๊ธฐ์—… ์ปจ์„คํŒ…์—์„œ ์–ต๋Œ€ ์ˆ˜์ต์„ ๋งŒ๋“ค์–ด๋‚ธ ๋น„์ „๊ณต ๊ฐœ๋ฐœ์ž์˜ AI ์ •๋ณด ์ฒ˜๋ฆฌ ์‹œ์Šคํ…œ์„ ์ „๋ถ€ ๊ณต๊ฐœํ•ฉ๋‹ˆ๋‹ค. ์†”์งํžˆ ์ €๋„ ๋งค๋ฒˆ ์ƒˆ๋กœ์šด ๊ธฐ์ˆ ์„ ๋ฐ”๋กœ๋ฐ”๋กœ ๋ฐฐ์›Œ์„œ ์จ๋จน๋Š” ์ž…์žฅ์ž…๋‹ˆ๋‹ค๋งŒ, ์ €ํฌํ•จํ•ด์„œ ๋Œ€๋ถ€๋ถ„์˜ ์‚ฌ๋žŒ๋“ค์ด AI๋กœ ๊นŠ์ด ์žˆ๋Š” ์—ฐ๊ตฌ๋ฅผ ๋ชป ํ•˜๋Š” ์ด์œ ๋Š” ์„ธ ๊ฐ€์ง€์ž…๋‹ˆ๋‹ค. 1) ์งˆ๋ฌธํ•  ์ค„ ๋ชจ๋ฅด๊ณ , 2) AI์˜ ๊ฑฐ์ง“ ์ •๋ณด ์ƒ์„ฑ(ํ• ๋ฃจ์‹œ๋„ค์ด์…˜) ๋•Œ๋ฌธ์— ์ •๋ณด๋ฅผ ๋ฏฟ์„ ์ˆ˜ ์—†์œผ๋ฉฐ, 3) ์งˆ๋ฌธ๊ณผ ๋‹ต๋ณ€ ๋‚ด์—ญ์ด ๋ธŒ๋ผ์šฐ์ € ์ฐฝ์„ ๋‹ซ์œผ๋ฉด ํœ˜๋ฐœ๋˜๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ์ด ์„ธ ๊ฐ€์ง€ ๋ฌธ์ œ๋ฅผ ์™„๋ฒฝํ•˜๊ฒŒ ํ•ด๊ฒฐํ•˜๋Š” '์ž…๋ ฅ-์ฒ˜๋ฆฌ-์ถœ๋ ฅ' ๋‹จ๊ณ„๋ฅผ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ํ•ต์‹ฌ์€ ๋ชจ๋“  ํ˜•ํƒœ์˜ ์ •๋ณด๋ฅผ AI๊ฐ€ ๊ฐ€์žฅ ์ž˜ ์ธ์‹ํ•˜๋Š” ๋งˆํฌ๋‹ค์šด ๋ฌธ์„œ ํ˜•์‹์œผ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. โ€ข ์œ ํŠœ๋ธŒ: YouTube to NotebookLM ํ™•์žฅ ํ”„๋กœ๊ทธ๋žจ์œผ๋กœ ํŠน์ • ์œ ํŠœ๋ฒ„์˜ ์ „์ฒด ์˜์ƒ ์Šคํฌ๋ฆฝํŠธ๋ฅผ ํ•œ ๋ฒˆ์— ์ถ”์ถœํ•ฉ๋‹ˆ๋‹ค. โ€ข ์›น/SNS: Obsidian ํด๋ฆฌํผ๋ฅผ ์ด์šฉํ•ด X(ํŠธ์œ„ํ„ฐ) ์žฅ๋ฌธ์ด๋‚˜ ์ผ๋ฐ˜ ์›น ๋ฌธ์„œ๋ฅผ ๋กœ์ปฌ ๋งˆํฌ๋‹ค์šด์œผ๋กœ ์ €์žฅํ•ฉ๋‹ˆ๋‹ค. โ€ข ์ œํ•œ๋œ ๋ฌธ์„œ: ์ ‘๊ทผ ๊ถŒํ•œ์ด ๋ง‰ํžŒ ๋ฌธ์„œ๋Š” Cloud Document Converter๋กœ ๊ถŒํ•œ์„ ์šฐํšŒํ•˜์—ฌ ๋งˆํฌ๋‹ค์šด์œผ๋กœ ์ถ”์ถœํ•ฉ๋‹ˆ๋‹ค. โ€ข ์˜์ƒ/์Œ์„ฑ ํŒŒ์ผ: ์›๋ณธ ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œํ•œ ํ›„ ์Œ์„ฑ ์ธ์‹ ํˆด์— ๋„ฃ์–ด ํ…์ŠคํŠธ๋กœ ๋ณ€ํ™˜ํ•ฉ๋‹ˆ๋‹ค. ์ˆ˜์ง‘ํ•œ ๋ชจ๋“  ๋ฌธ์„œ๋Š” ๊ตฌ๊ธ€์˜ NotebookLM์— ์—…๋กœ๋“œํ•ฉ๋‹ˆ๋‹ค. ์ตœ๋Œ€ 300๊ฐœ์˜ ๋ฌธ์„œ๋ฅผ ํ•œ ๋ฒˆ์— ๋„ฃ์„ ์ˆ˜ ์žˆ๊ณ , ์—…๋กœ๋“œํ•œ ์›๋ฌธ ๋ฐ์ดํ„ฐ ์•ˆ์—์„œ๋งŒ ๋‹ต๋ณ€์„ ์ฐพ๊ธฐ ๋•Œ๋ฌธ์— ๊ฑฐ์ง“ ์ •๋ณด๊ฐ€ ๋ฐœ์ƒํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์„œ๋ถ€ํ„ฐ๊ฐ€ ํ•ต์‹ฌ์ž…๋‹ˆ๋‹ค. โœ…๋งŽ์€ ๋ถ„๋“ค์ด ๋ฌธ์„œ๋ฅผ ์—…๋กœ๋“œํ•ด ๋†“๊ณ  ์ •์ž‘ AI์—๊ฒŒ ๋ฌด์Šจ ์งˆ๋ฌธ์„ ํ•ด์•ผ ํ• ์ง€ ๋ชฐ๋ผ ๋ง‰๋ง‰ํ•ดํ•ฉ๋‹ˆ๋‹ค. ์ด ์‚ฌ๋žŒ์€ ์ง์ ‘ ์งˆ๋ฌธํ•˜์ง€ ์•Š๊ณ  Claude Code๋ฅผ NotebookLM๊ณผ ์—ฐ๋™์‹œ์ผœ AI๊ฐ€ ์Šค์Šค๋กœ ์งˆ๋ฌธ์„ ๋งŒ๋“ค๊ฒŒ ํ–ˆ๋‹คํ•˜๋„ค์š”. Claude Code์— ํŠน์ • ์ฃผ์ œ๋ฅผ ์ฃผ๊ณ  ์งˆ๋ฌธ ๋ฆฌ์ŠคํŠธ๋ฅผ ์ƒ์„ฑํ•˜๊ฒŒ ํ•œ ๋’ค, NotebookLM์˜ ์ž๋ฃŒ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ๋‹ต๋ณ€์„ ์ฐพ์•„ ์ œ ์ปดํ“จํ„ฐ ํด๋”์— ํ…์ŠคํŠธ ํŒŒ์ผ๋กœ ์ž๋™ ์ €์žฅํ•˜๋„๋ก ๋ช…๋ นํ•ฉ๋‹ˆ๋‹ค. ์ด ์—ฐ๋™์€ ๊นƒํ—ˆ๋ธŒ์— ๊ณต๊ฐœ๋œ notebooklm-skill์„ ์„ค์น˜ํ•˜์—ฌ ์„ค์ •ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ์—ฌ๊ธฐ์„œ ์ฃผ์˜ํ•ด์•ผ ํ•  ์น˜๋ช…์ ์ธ ๋‹จ์ ์ด ์žˆ์Šต๋‹ˆ๋‹ค. Claude Code์— ์ˆ˜๋ฐฑ ๊ฐœ์˜ ๋ฌธ์„œ๋ฅผ ์ง์ ‘ ์—…๋กœ๋“œํ•˜๊ณ  ์ฝํžˆ๋ฉด API ํ† ํฐ ๋น„์šฉ์ด ๊ฐ๋‹นํ•  ์ˆ˜ ์—†์„ ์ •๋„๋กœ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ๋ฐ˜๋“œ์‹œ ๋ฌธ์„œ๋Š” ๋ฌด๋ฃŒ์ธ NotebookLM์— ๋„ฃ๊ณ , Claude Code๋Š” ์งˆ๋ฌธ์„ ์ƒ์„ฑํ•˜๊ณ  ๋‹ต๋ณ€์„ ํŒŒ์ผ๋กœ ์ €์žฅํ•˜๋Š” ๋ช…๋ น์–ด ์‹คํ–‰ ์—ญํ• ๋กœ๋งŒ ์‚ฌ์šฉํ•ด์•ผ ๋น„์šฉ ๋ฌธ์ œ๋ฅผ ํ”ผํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋ ‡๊ฒŒ ์ปดํ“จํ„ฐ์— ์ €์žฅ๋œ ์งˆ๋ฌธ๊ณผ ๋‹ต๋ณ€ ํ…์ŠคํŠธ๋Š” ๋‹ค์‹œ ์ €๋งŒ์˜ ๋ฐœํ‘œ ์ฝ˜ํ…์ธ ๋กœ ๋งŒ๋“ญ๋‹ˆ๋‹ค. ์ด๋•Œ AI์—๊ฒŒ ๋ฐœํ‘œ ๋Œ€๋ณธ์ด๋‚˜ PPT ์ œ์ž‘์„ ํ†ต์งธ๋กœ ๋งก๊ธฐ๋ฉด ์ ˆ๋Œ€ ์•ˆ ๋ฉ๋‹ˆ๋‹ค. AI๊ฐ€ ๋งŒ๋“  ๋Œ€๋ณธ๊ณผ ํ™”๋ฉด ์ž๋ฃŒ๋Š” ๊ฐ•์กฐ์ ์ด ์—†๊ณ  ๊ตฌ์กฐ๊ฐ€ ์ผ๋ฅ ์ ์ด๋ผ ํ˜„์žฅ์—์„œ ์ฒญ์ค‘์˜ ์ง‘์ค‘์„ ๋Œ์–ด๋‚ผ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. ๋ฐœํ‘œ์ž๊ฐ€ ๋‹จ์ˆœํžˆ ํ™”๋ฉด์˜ ๊ธ€์ž๋งŒ ์ฝ๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. ์ด ์‚ฌ๋žŒ์€ AI๊ฐ€ ์ฐพ์•„์ค€ ๋ฐ์ดํ„ฐ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ๋งˆ์ธ๋“œ๋งต ํˆด(Xmind)์„ ์ผœ์„œ ์ €๋งŒ์˜ ๋…ผ๋ฆฌ ๊ตฌ์กฐ๋ฅผ ๋จผ์ € ์ž‘์„ฑํ–ˆ๋‹ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ ๊ตฌ์กฐ๋ฅผ ๋ณด๋ฉฐ ํ™”๋ฉด์— ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅํ•˜๋Š” ๋Œ€์‹ , ์Œ์„ฑ ์ž…๋ ฅ๊ธฐ๋ฅผ ์ผœ๊ณ  ๋ณธ์ธ์ด ์ง์ ‘ ๋งํ•˜๋ฉด์„œ ๋Œ€๋ณธ์˜ ์ดˆ์•ˆ์„ ์ž‘์„ฑํ•ฉ๋‹ˆ๋‹ค. ํ™”๋ฉด ์ž๋ฃŒ๋Š” Keynote๋ฅผ ์‚ฌ์šฉํ•ด ํ…์ŠคํŠธ๋ฅผ ์ตœ์†Œํ™”ํ•˜๊ณ  ๋ณธ์ธ ๋ฐœํ‘œ ์†๋„์— ๋งž์ถฐ ํ™”๋ฉด์ด ์ „ํ™˜๋˜๋„๋ก ์ง์ ‘ ๋งŒ๋“ญ๋‹ˆ๋‹ค. ์ •๋ณด ์ˆ˜์ง‘๊ณผ ๋ฐ์ดํ„ฐ ๊ฒ€์ฆ์€ AI๊ฐ€ ๋‹ด๋‹นํ•˜๊ณ , ์ตœ์ข…์ ์ธ ๋…ผ๋ฆฌ ๊ตฌ์„ฑ๊ณผ ํ‘œํ˜„์€ ์‚ฌ๋žŒ์ด ์ง์ ‘ ํ•˜๋Š” ๋ฐฉ์‹์ž…๋‹ˆ๋‹ค. ์ด ์‹œ์Šคํ…œ์„ ๊ตฌ์ถ•ํ•œ ํ›„, ์ž๋ฃŒ ์กฐ์‚ฌ์— ๋“ค์–ด๊ฐ€๋˜ ์ˆ˜์‹ญ ์‹œ๊ฐ„์„ 3์‹œ๊ฐ„ ์ด๋‚ด๋กœ ๋‹จ์ถ•ํ–ˆ์Šต๋‹ˆ๋‹ค. ์ƒ์„ฑ๋œ ๋ฐ์ดํ„ฐ๋Š” ์ œ ์ปดํ“จํ„ฐ์— ๊ณ„์† ๋ˆ„์ ๋˜์–ด ๋‹ค์Œ ์ž‘์—…์˜ ์‹œ๊ฐ„์„ ๋” ์ค„์—ฌ์ฃผ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. AI๋ฅผ ๋Šฅ์ˆ™ํ•˜๊ฒŒ ๋‹ค๋ฃจ๋Š” ๊ธฐ์ˆ ๋„ ์ค‘์š”ํ•˜์ง€๋งŒ, AI๊ฐ€ ์ •๋ฆฌํ•œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ์‚ฌ๋žŒ ๊ณ ์œ ์˜ ํ‘œํ˜„ ๋ฐฉ์‹์„ ์œ ์ง€ํ•˜๋Š” ๊ฒƒ์ด ์•ž์œผ๋กœ์˜ ์ฝ˜ํ…์ธ  ์ƒ์„ฑ ๊ณผ์ •์—์„œ ๊ฐ€์žฅ ํ™•์‹คํ•œ ์ฐจ๋ณ„์ ์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค.
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lucas@lucas_flatwhiteยท
MIT ๊ต์ˆ˜ ํ•œ ๋ช…์ด ๋งค๋…„ 1์›”๋งˆ๋‹ค ๊ฐ™์€ ๊ฐ•์˜๋ฅผ 40๋…„๊ฐ„ ํ–ˆ๋Š”๋ฐ, ๋งค๋ฒˆ ๋นˆ์ž๋ฆฌ๊ฐ€ ์—†์—ˆ์Šต๋‹ˆ๋‹ค. ์ƒˆ๋ฒฝ 2์‹œ์— ์ด ๊ฐ•์˜๋ฅผ ๋ดค๊ณ , ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜์— ๋Œ€ํ•œ ์‚ฌ๊ณ ๋ฐฉ์‹์ด ์™„์ „ํžˆ ๋ฐ”๋€Œ์—ˆ๋‹ค๋Š” ์–˜๊ธฐ๋ฅผ ํ•ฉ๋‹ˆ๋‹ค. ํŒจํŠธ๋ฆญ ์œˆ์Šคํ„ด.. ๊ฐ•์˜ ์ œ๋ชฉ์€ "How to Speak." ๊ทธ์˜ ์ฒซ๋งˆ๋””๊ฐ€ ๋‡Œ๋ฆฌ์— ๊ฝ‚ํ˜”์Šต๋‹ˆ๋‹ค. ์ธ์ƒ์—์„œ์˜ ์„ฑ๊ณต์€ ๋Œ€๋ถ€๋ถ„ ๋งํ•˜๋Š” ๋Šฅ๋ ฅ, ๊ธ€ ์“ฐ๋Š” ๋Šฅ๋ ฅ, ์•„์ด๋””์–ด์˜ ์งˆ์— ์˜ํ•ด ๊ฒฐ์ •๋ฉ๋‹ˆ๋‹ค. ๋ฐ”๋กœ ์ด ์ˆœ์„œ๋Œ€๋กœ.. ํ•™์ ์ด ์•„๋‹ˆ๊ณ , ํ•™๋ฒŒ์ด ์•„๋‹ˆ๊ณ ์š”, ๋˜ IQ๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค. ๋งํ•˜๋Š” ๋ฐฉ์‹์ด์•ผ๋ง๋กœ ์ฃผ๋ชฉ๋ฐ›๋Š” ์‚ฌ๋žŒ๊ณผ ๊ทธ๋ ‡์ง€ ๋ชปํ•˜๋Š” ์‚ฌ๋žŒ์„ ๊ฐ€๋ฅด๋Š” ์ฐจ์ด์ž…๋‹ˆ๋‹ค. 40๋…„๊ฐ„ MIT ํ•™์ƒ๋“ค์—๊ฒŒ ๋ฐ˜๋ณตํ•ด์„œ ๊ฐ€๋ฅด์นœ ํ”„๋ ˆ์ž„์›Œํฌ๋Š” ์ด๋ ‡์Šต๋‹ˆ๋‹ค. ๊ทธ๋Š” ์ ˆ๋Œ€ ๋†๋‹ด์œผ๋กœ ์‹œ์ž‘ํ•˜์ง€ ๋ง๋ผ๊ณ  ํ–ˆ์Šต๋‹ˆ๋‹ค. ๋Œ€์‹  ์ฒญ์ค‘์ด ๋ฌด์—‡์„ ๋ฐฐ์šฐ๊ฒŒ ๋ ์ง€ ์ •ํ™•ํžˆ ๋งํ•˜๋ผ๊ณ ์š”. ๋ฌผ์„ ๋ถ“๊ธฐ ์ „์— ๋จผ์ € ํŽŒํ”„๋ฅผ ์ค€๋น„ํ•˜๋ผ๋Š” ๊ฒƒ.. ๊ทธ๋Š” ์ด๊ฒƒ์„ empowerment promise ๋ผ๊ณ  ๋ถˆ๋ €์Šต๋‹ˆ๋‹ค. ์ฒ˜์Œ 60์ดˆ ์•ˆ์— ์ž๋ฆฌ๋ฅผ ์ง€ํ‚ฌ ์ด์œ ๋ฅผ ์ค˜์•ผ ํ•œ๋‹ค๋Š”๊ฑฐ์ฃ . ๊ทธ๋‹ค์Œ ์•„์ด๋””์–ด๋ฅผ ๊ฐ์ธ์‹œํ‚ค๋Š” 5S ๋ฒ•์น™์„ ์„ค๋ช…ํ–ˆ์Šต๋‹ˆ๋‹ค. Symbol(์ƒ์ง•) / Slogan(์Šฌ๋กœ๊ฑด) / Surprise(์˜์™ธ์„ฑ) / Salient(ํ•ต์‹ฌ ๋ถ€๊ฐ) / Story(์ด์•ผ๊ธฐ) ๊ธฐ์–ตํ•  ๊ฐ€์น˜๊ฐ€ ์žˆ๋Š” ์•„์ด๋””์–ด๋Š” ์ด ์ค‘ ์ตœ์†Œ ์„ธ ๊ฐ€์ง€๋ฅผ ์ถฉ์กฑํ•ฉ๋‹ˆ๋‹ค. ๊ฐ€์žฅ ๋†€๋ผ์šด๊ฑด ๊ทธ์˜ ์•„์Šฌ์•„์Šฌํ•œ ์˜ค๋‹ต ๊ธฐ๋ฒ•์ด์—ˆ์Šต๋‹ˆ๋‹ค. ๋‹จ์ˆœํžˆ ์ •๋‹ต๋งŒ ๋ณด์—ฌ์ฃผ์ง€ ๋งˆ์„ธ์š”. ์ •๋‹ต์ฒ˜๋Ÿผ ๋ณด์ด์ง€๋งŒ ์•„๋‹Œ ๊ฒƒ์„ ํ•จ๊ป˜ ๋ณด์—ฌ์ฃผ๋Š” ๊ฒƒ. ๋ฐ”๋กœ ๊ทธ ๋Œ€๋น„์˜ ์ˆœ๊ฐ„์— ๋‡Œ๊ฐ€ ์ •๋ณด๋ฅผ ์˜๊ตฌ์ ์œผ๋กœ ๊ฐ์ธํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. ๊ทธ์˜ ๋งˆ์ง€๋ง‰ ์›์น™: - ํฐ ๋ฐœํ‘œ๋ฅผ ๋๋‚ผ ๋•Œ ์š”์•ฝ์ด ์•„๋‹ˆ๋ผ ๊ธฐ์—ฌ๋กœ ๋งˆ๋ฌด๋ฆฌํ•˜์„ธ์š”. - ํ–ˆ๋˜ ๋ง์„ ๋ฐ˜๋ณตํ•˜์ง€ ๋งˆ์„ธ์š”. - ์ฒญ์ค‘์ด ๋“ค์–ด์˜ค๊ธฐ ์ „์—๋Š” ์—†์—ˆ์ง€๋งŒ, ์ด์ œ๋Š” ๊ฐ–๊ฒŒ ๋œ ๊ฒƒ์ด ๋ฌด์—‡์ธ์ง€๋ฅผ ๋งํ•˜์„ธ์š”. ์ด ๊ฐ•์˜๋ฅผ ๋ณธ ์ดํ›„์— ์ด ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ํ”ผ์นญ, ๋ฉด์ ‘, ํ”„๋ ˆ์  ํ…Œ์ด์…˜์— ์จ์™”๊ณ , ๊ทธ ํšจ๊ณผ๋Š” ๊ฒฐ์ฝ” ๋ฏธ๋ฏธํ•˜์ง€ ์•Š์•˜๋‹ค๋Š” ์–˜๊ธฐ๋ฅผ ๋‚จ๊น๋‹ˆ๋‹ค. ํŒจํŠธ๋ฆญ ์œˆ์Šคํ„ด์€ 2019๋…„์— ์„ธ์ƒ์„ ๋– ๋‚ฌ์ง€๋งŒ, ์ด ๊ฐ•์˜๋Š” ์—ฌ์ „ํžˆ MIT OpenCourseWare์—์„œ ๋ฌด๋ฃŒ๋กœ ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด 1์‹œ๊ฐ„์งœ๋ฆฌ ๊ฐ•์˜๋Š” ์ˆ˜๋ฐฑ๋งŒ ๋ช…์ด ์‹œ์ฒญํ–ˆ๊ณ , ๋น„์šฉ์€ ๋ฌด๋ฃŒ์ž…๋‹ˆ๋‹ค. ์–ธ์ œ๋‚˜ ์ ‘๊ทผํ•  ์ˆ˜ ์žˆ์ฃ . MIT๊ฐ€ ์ธํ„ฐ๋„ท์— ์˜ฌ๋ฆฐ ๊ฐ€์žฅ ์ค‘์š”ํ•œ ์ˆ˜์—…์€ ์ฝ”๋”ฉ์ด๋‚˜ ์ˆ˜ํ•™์— ๊ด€ํ•œ ๊ฒƒ์ด ์•„๋‹™๋‹ˆ๋‹ค. ์‚ฌ๋žŒ๋“ค์ด ๋‹น์‹ ์˜ ๋ง์— ์ง„์งœ ๊ท€๋ฅผ ๊ธฐ์šธ์ด๊ฒŒ ๋งŒ๋“œ๋Š” ๋ฒ•์— ๊ด€ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๐Ÿ’ฌ MIT - How to Speak ocw.mit.edu/courses/res-tlโ€ฆ
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Ihtesham Ali@ihtesham2005

A MIT professor taught the same lecture every January for 40 years, and every single time it was standing room only. I watched it at 2am and it completely rewired how I think about communication. His name was Patrick Winston. The lecture is called "How to Speak." His opening line hit like a truck: your success in life will be determined largely by your ability to speak, your ability to write, and the quality of your ideas in that order. Not your GPA. Not your pedigree. Not your IQ. How you speak is what separates people who get heard from people who get ignored. Here's the framework he drilled into MIT students for four decades. He said never start with a joke. Start by telling people exactly what they're going to learn. Prime the pump before you pour anything in. He called it the "empowerment promise" give people a reason to stay in their seats within the first 60 seconds. Then he broke down the 5S rule for making ideas stick: Symbol, Slogan, Surprise, Salient, and Story. Every idea worth remembering hits at least three of these. The part that floored me was his "near miss" technique. Don't just show what's right show what almost looks right but isn't. That contrast is when the brain actually locks something in permanently. His final rule before any big talk: end with a contribution, not a summary. Don't recap what you said. Tell people what you gave them that they didn't have before they walked in. I've used this framework in pitches, interviews, and presentations ever since watching it, and the results are not subtle. Patrick Winston passed away in 2019, but this lecture is still free on MIT OpenCourseWare. One hour, watched by millions, and it costs absolutely nothing. The most important class MIT ever put on the internet isn't about code or math. It's about how to make people actually listen to you.

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1GB์งœ๋ฆฌ Qwen3.5-0.8B ์ •๋ง ๋†€๋ž๋„ค์š” ใ„ทใ„ท Mac Studio M2 Ultra์—์„œ ์•ฝ 4๋ถ„ ๊ธธ์ด์˜ ๋น„๋””์˜ค(269ํ”„๋ ˆ์ž„)๋ฅผ ํ”„๋ ˆ์ž„๋‹น 1์ดˆ ๋ฏธ๋งŒ์˜ ์†๋„๋กœ ์ฒ˜๋ฆฌํ•˜์—ฌ ์ •ํ™•ํ•œ ์ž๋ง‰์„ ๋™์ ์œผ๋กœ ์ƒ์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค. ๊ณผ์žฅํ•˜๋Š” ๊ฒƒ์ฒ˜๋Ÿผ ๋ณด์ผ๊นŒ ๋ด ์˜์ƒ์„ ์ผ์‹œ ์ •์ง€ํ•˜๊ณ  ๋ชจ๋“  ์žฅ๋ฉด์„ ๊ผผ๊ผผํžˆ ์‚ดํŽด๋ดค์–ด์š”. ์ •๋ง ์ธ์ƒ์ ์ด๋„ค์š”. 1GB ํฌ๊ธฐ์˜ ์ž‘์€ ๋ชจ๋ธ์ด๋ผ๋ฉด ์Šค๋งˆํŠธํฐ๊ณผ ๊ฐœ์ธ์šฉ ๊ธฐ๊ธฐ ์•ˆ์—์„œ ์˜คํ”„๋ผ์ธ ์‹ค์‹œ๊ฐ„ ์˜์ƒ ์ธ์‹ ๊ธฐ๋Šฅ์„ ๊ตฌํ˜„ํ•˜๋Š” ๊ธฐ๋ฐ˜์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ด ๋ชจ๋ธ์€ ์™ธ๋ถ€ ์„œ๋ฒ„๋กœ ๋‚ด๋ณด๋‚ผ ์ˆ˜ ์—†๋Š” ๋กœ์ปฌ ํ™˜๊ฒฝ์˜ ๋Œ€์šฉ๋Ÿ‰ ์˜์ƒ ๋ฐ์ดํ„ฐ์— ํƒœ๊ทธ๋ฅผ ๋‹ฌ๊ณ  ๋ถ„๋ฅ˜ํ•˜๋Š” ์ž‘์—…์— ๊ณง๋ฐ”๋กœ ํˆฌ์ž…ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์œ ๋ฃŒ ํด๋ผ์šฐ๋“œ ๋น„์ „ API๋ฅผ ์ผ๋‹ค๋ฉด ๋น„์šฉ์ด ๋ฐœ์ƒํ–ˆ์„ 3๋ถ„ 49์ดˆ(269 ํ”„๋ ˆ์ž„) ๋ถ„๋Ÿ‰์˜ ์˜์ƒ ๋ถ„์„์„, ์ถ”๊ฐ€ ๋น„์šฉ ์—†์ด ๋กœ์ปฌ ํ™˜๊ฒฝ์—์„œ ๋‹จ์‹œ๊ฐ„์— ๋๋ƒˆ์Šต๋‹ˆ๋‹ค. ํ™•์‹ ์ด ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค. ์ด์ œ ์ €๋Š” ๋กœ์ปฌ๋กœ Qwen ๋Œ๋ ค์„œ ํ‹ฑํ†ก์˜์ƒ๋“ค์„ ์ง€์† ํ•™์Šต์‹œํ‚ฌ ๊ณ„ํš์ž…๋‹ˆ๋‹ค.
Hugging Models@HuggingModels

Qwen3.5 0.8B running real-time video captioning on a Mac Studio M2 Ultra. <1s per frame. 269 frames from a 3m49s video. Streaming descriptions as it plays. Pause anywhere, it actually understands the scene. ~1GB model. Local AI is getting unreasonably capable. Video credit: @stevibe

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X์—๋Š” AI๋ฅผ ์ง„์งœ ์‹ค์šฉ์ ์œผ๋กœ ์ž˜ ๋‹ค๋ฃจ๋Š” ์ค‘๊ตญ ๊ฐœ๋ฐœ์ž๋ถ„๋“ค์ด ๋งŽ์Šต๋‹ˆ๋‹ค. ๋Œ€๋ถ€๋ถ„ ์ด๋ก ์— ๊ทธ์น˜์ง€ ์•Š๊ณ  ์‹ค์‚ฌ๋ก€์™€ ๋ ˆํฌ ๊ณต์œ ๋ฅผ ๋งŽ์ด ํ•˜๋Š” ํŽธ์ธ๋ฐ์š”. ๋„ˆ๋ฌด ์šฐ๋ฆฌ๋‚˜๋ผ ์ปค๋ฎค๋‹ˆํ‹ฐ๋งŒ ๋ณด์ง€๋งˆ์‹œ๊ตฌ ๋‹ค๋ฅธ๋‚˜๋ผ ๋ถ„๋“ค ๊ฒƒ๋„ ํ•จ ๋ด๋ณด์…”์š”. ๊ฐœ์ธ์ ์œผ๋กœ ๋А๋‚€์ ์€ ์ค‘๊ตญ์ธ๋“ค์€ ์‹ค์‚ฌ๋ก€ ์œ„์ฃผ, ์ธ๋„์ธ๋“ค์€ ์ž๊ธฐ๊ฐ€ ๋งŒ๋“ ๊ฑฐ ํŒ”์•„๋จน์œผ๋ ค๋Š” ๋งˆ์ผ€ํŒ…, ๋ฏธ๊ตญ์ธ๋“ค์€ ์—”์ง€๋‹ˆ์–ด๋ง์ ์ธ ์ ‘๊ทผ๋ฒ• ์œ„์ฃผ ์ธ๋“ฏ โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”- ์ธ์šฉ๊ธ€ ์›๋ฌธ: 339๋งŒ ๊ฐœ์˜ ์Šค๋งˆํŠธ์›Œ์น˜ ๋ฐ์ดํ„ฐ์™€ ๋ถ€๋ชจ๋‹˜์˜ 30์žฅ์งœ๋ฆฌ ๊ฑด๊ฐ•๊ฒ€์ง„ ๊ฒฐ๊ณผ์ง€๋ฅผ ๋ชจ๋‘ ๋ถ„์„ํ•˜๊ณ  ์‹œ์Šคํ…œ์œผ๋กœ ์ •๋ฆฌํ•˜๋Š” ๋ฐ ๋‹จ ํ•˜๋ฃจ๋ฉด ์ถฉ๋ถ„ํ–ˆ์Šต๋‹ˆ๋‹ค. ํ‰์†Œ ๊ฐ€์กฑ๋“ค์˜ ๊ฑด๊ฐ•๊ฒ€์ง„ ๊ฒฐ๊ณผ๋‚˜ ๋ณต์•ฝ ๊ธฐ๋ก์„ ๋งค๋ฒˆ ํ™•์ธํ•˜๊ณ  ๊ด€๋ฆฌํ•˜๋Š” ๊ฒƒ์ด ๋งค์šฐ ๋ฒˆ๊ฑฐ๋กœ์› ์Šต๋‹ˆ๋‹ค. ์ตœ๊ทผ ๋‹ค๋ฅธ ์‚ฌ์šฉ์ž์˜ ๊ฐœ์ธ ๋ฐ์ดํ„ฐ ๊ด€๋ฆฌ ๋ฐฉ์‹์—์„œ ์•„์ด๋””์–ด๋ฅผ ์–ป์–ด, ์ œ ๋กœ์ปฌ PC ํ™˜๊ฒฝ์—์„œ ์ž‘๋™ํ•˜๋Š” AI ๊ฑด๊ฐ• ๊ด€๋ฆฌ ์‹œ์Šคํ…œ์„ ์ง์ ‘ ๊ตฌ์ถ•ํ•ด ๋ณด์•˜์Šต๋‹ˆ๋‹ค. ๋ณต์žกํ•œ ์ „๋ฌธ ์˜๋ฃŒ์šฉ AI ์†Œํ”„ํŠธ์›จ์–ด ์—†์ด, Claude Code์™€ ํ…์ŠคํŠธ ๋ฉ”๋ชจ ์•ฑ์ธ Obsidian๋งŒ์œผ๋กœ ๋ชจ๋“  ๋ฐ์ดํ„ฐ ์—ฐ๋™๊ณผ ๋ถ„์„์ด ๊ฐ€๋Šฅํ•˜๋‹ค๋Š” ๊ฒƒ์„ ํ™•์ธํ–ˆ์Šต๋‹ˆ๋‹ค. ๋ˆ„๊ตฌ๋‚˜ ์ด ์‹œ์Šคํ…œ์„ ๋ฐ”๋กœ ์„ธํŒ…ํ•  ์ˆ˜ ์žˆ๋„๋ก ์ œ๊ฐ€ ๋งŒ๋“  Obsidian ํ…œํ”Œ๋ฆฟ๊ณผ 8๊ฐœ์˜ ํ”„๋กฌํ”„ํŠธ๋ฅผ ๊นƒํ—ˆ๋ธŒ์— ์ •๋ฆฌํ•ด ๋‘์—ˆ์Šต๋‹ˆ๋‹ค. โ€ข ๊นƒํ—ˆ๋ธŒ์—์„œ ํ…œํ”Œ๋ฆฟ์„ ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ Obsidian ํด๋”์— ๋„ฃ์Šต๋‹ˆ๋‹ค. โ€ข ์•ฝ ์ƒ์ž๋‚˜ ์—ฌ๋Ÿฌ ์žฅ์˜ ๊ฑด๊ฐ•๊ฒ€์ง„ ๊ฒฐ๊ณผ์ง€ ์‚ฌ์ง„์„ ์ฐ์–ด ๋ฉ”๋ชจ์— ์ฒจ๋ถ€ํ•ฉ๋‹ˆ๋‹ค. โ€ข ์„ธํŒ…๋œ ํ”„๋กฌํ”„ํŠธ๋ฅผ Claude, ChatGPT, Gemini ๋“ฑ ์‚ฌ์šฉํ•˜์‹œ๋Š” AI ๋ชจ๋ธ์— ์ž…๋ ฅํ•ฉ๋‹ˆ๋‹ค. ์ด๋ ‡๊ฒŒ ์„ธ ๋‹จ๊ณ„๋งŒ ๊ฑฐ์น˜๋ฉด AI๊ฐ€ ์•ฝ์˜ ์ด๋ฆ„, ๋ณต์šฉ๋Ÿ‰, ํšŸ์ˆ˜๋ฅผ ํ…์ŠคํŠธ๋กœ ์ถ”์ถœํ•˜๊ณ , ๊ฒ€์ง„ ๊ฒฐ๊ณผ์˜ ์ด์ƒ ์ˆ˜์น˜๋ฅผ ์ฐพ์•„๋‚ด์–ด ์ด์ „ ๊ธฐ๋ก๊ณผ ๋น„๊ตํ•œ ์ˆ˜์น˜ ๋ณ€๋™๊นŒ์ง€ ๊ณ„์‚ฐํ•ฉ๋‹ˆ๋‹ค. ๊ฐ€์กฑ ๊ตฌ์„ฑ์›๋ณ„๋กœ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„๋ฅ˜ํ•˜๊ณ , ๋‹ค์Œ ์žฌ๊ฒ€์ง„ ์ผ์ •์„ ๋‹ฌ๋ ฅ์— ์—ฐ๋™ํ•˜๋Š” ์ž‘์—…๋„ ์ž๋™์œผ๋กœ ์ฒ˜๋ฆฌ๋ฉ๋‹ˆ๋‹ค. ๋‹ค๋งŒ ์ด ์‹œ์Šคํ…œ์„ ์„ธํŒ…ํ•  ๋•Œ ๋ฐ˜๋“œ์‹œ ํ™•์ธํ•ด์•ผ ํ•  ์ฃผ์˜์ ์ด ์žˆ์Šต๋‹ˆ๋‹ค. ์ตœ์ข…์ ์ธ ๋ฐ์ดํ„ฐ ์ €์žฅ์€ ๋‚ด PC์˜ Obsidian์— ๊ธฐ๋ก๋˜์ง€๋งŒ, AI๊ฐ€ ์‚ฌ์ง„๊ณผ ํ…์ŠคํŠธ๋ฅผ ๋ถ„์„ํ•˜๋Š” ๊ณผ์ •์—์„œ๋Š” ๋ฐ์ดํ„ฐ๊ฐ€ ํด๋ผ์šฐ๋“œ API ์„œ๋ฒ„๋กœ ์ „์†ก๋ฉ๋‹ˆ๋‹ค. ๋ฏผ๊ฐํ•œ ๊ฐœ์ธ ์˜๋ฃŒ ๋ฐ์ดํ„ฐ๊ฐ€ ์™ธ๋ถ€ ์„œ๋ฒ„๋กœ ์ „์†ก๋˜๋Š” ๊ฒƒ์„ ์›ํ•˜์ง€ ์•Š์œผ์‹ ๋‹ค๋ฉด, ํด๋ผ์šฐ๋“œ ๊ธฐ๋ฐ˜ AI ๋Œ€์‹  ๋กœ์ปฌ ๊ธฐ๊ธฐ ๋‚ด์—์„œ ์ง์ ‘ ๊ตฌ๋™ํ•˜๋Š” ์˜จ๋””๋ฐ”์ด์Šค AI ๋ชจ๋ธ์„ ์—ฐ๋™ํ•ด์„œ ์‚ฌ์šฉํ•˜์…”์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ด ์‹œ์Šคํ…œ์„ ๊ฐ€์žฅ ํšจ์œจ์ ์œผ๋กœ ์‚ฌ์šฉํ•˜๋Š” ์ €๋งŒ์˜ ๋ฐฉ์‹์€ ๊ฐ€์กฑ์šฉ ์ผ์ƒ ํ…์ŠคํŠธ ํ”„๋กฌํ”„ํŠธ๋ฅผ ํ™œ์šฉํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ถ”์ถœ๋œ ๋ณต์žกํ•œ ์˜๋ฃŒ ๋ฐ์ดํ„ฐ์™€ ์ฃผ์˜ ์‚ฌํ•ญ์„ ์ผ์ƒ์ ์ธ ๋‹จ์–ด๋กœ ๋ณ€ํ™˜ํ•˜๋„๋ก AI์— ๋ช…๋ นํ•œ ๋’ค, ๊ทธ ๊ฒฐ๊ณผ ํ…์ŠคํŠธ๋งŒ ๋ณต์‚ฌํ•ด์„œ ๋ถ€๋ชจ๋‹˜๊ป˜ ๋ฉ”์‹ ์ €๋กœ ๋ณด๋‚ด๋“œ๋ฆฌ๋ฉด ๋ฉ๋‹ˆ๋‹ค. ์‹ค์ œ๋กœ ์ €๋Š” ์ด ๋ฐฉ์‹์„ ํ†ตํ•ด ์ œ 4๋…„ ์น˜ ์Šค๋งˆํŠธ์›Œ์น˜ ๊ธฐ๋ก 339๋งŒ ๊ฑด์„ ์ˆ˜๋ถ„ ๋งŒ์— ๋ถ„์„ํ–ˆ๊ณ , ํŠน์ • ๊ธฐ๊ฐ„์— ์‹ฌํํ˜ˆ๊ด€ ์ˆ˜์น˜๊ฐ€ 5์  ํ•˜๋ฝํ•œ ๊ฒƒ๊ณผ ํ‰์ผ ํ™œ๋™๋Ÿ‰์ด ์ฃผ๋ง ๋Œ€๋น„ 2,000๋ณด ๊ฐ์†Œํ•œ ๊ฒƒ์„ ์ •ํ™•ํ•œ ์ˆ˜์น˜๋กœ ์ฐพ์•„๋ƒˆ์Šต๋‹ˆ๋‹ค. ๊ณผ๊ฑฐ์—๋Š” ๋ฉฐ์น ์ด ๊ฑธ๋ฆฌ๋˜ ๋ฐ์ดํ„ฐ ๋Œ€์กฐ ์ž‘์—…์„ ๋ช‡ ๋ถ„์œผ๋กœ ๋‹จ์ถ•ํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด ๊ณผ์ •์—์„œ ๋ถ€๋ชจ๋‹˜์กฐ์ฐจ ์žŠ๊ณ  ๊ณ„์…จ๋˜ 1๊ฐœ์›”์ด ์ง€๋‚œ ์žฌ๊ฒ€์ง„ ์ผ์ •๊ณผ ์กฐ์ ˆ์ด ํ•„์š”ํ•œ ์•ฝ๋ฌผ ๋ณต์šฉ๋Ÿ‰ ์˜ค๋ฅ˜๋ฅผ ์ •ํ™•ํžˆ ๋ฐœ๊ฒฌํ•  ์ˆ˜ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ๋กœ์ปฌ ๊ธฐ๋ฐ˜ AI ์‹œ์Šคํ…œ์€ ๋ถˆ๊ทœ์น™์ ์œผ๋กœ ๋ฐœ์ƒํ•˜๋Š” ๊ฑด๊ฐ• ๊ธฐ๋ก์„ ์—ฐ์†์ ์ธ ๋ฐ์ดํ„ฐ ์ˆ˜์น˜๋กœ ๋ณ€ํ™˜ํ•˜์—ฌ ์ƒ์‹œ ํ™•์ธํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ด์ค๋‹ˆ๋‹ค. ์•ž์œผ๋กœ๋Š” ์™ธ๋ถ€์˜ ๊ธฐ์—… ํ”Œ๋žซํผ์— ๊ฐœ์ธ์˜ ์˜๋ฃŒ ๋ฐ์ดํ„ฐ๋ฅผ ๋„˜๊ธฐ์ง€ ์•Š๊ณ , ๋ˆ„๊ตฌ๋‚˜ ์ž์‹ ๋งŒ์˜ ๊ฐœ์ธํ™”๋œ AI ๋ฐ์ดํ„ฐ ์‹œ์Šคํ…œ์„ ์ง์ ‘ ๊ตฌ์ถ•ํ•˜์—ฌ ์ˆ˜์น˜๋ฅผ ๊ด€๋ฆฌํ•˜๋Š” ๊ฒƒ์ด ๊ฐ€์žฅ ๋น ๋ฅด๊ณ  ์ •ํ™•ํ•œ ๋ฐฉ์‹์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์ œ๊ฐ€ ์„ธํŒ…ํ•œ ๋ชจ๋“  ํ…œํ”Œ๋ฆฟ๊ณผ ํ”„๋กฌํ”„ํŠธ๋Š” ์•„๋ž˜ ๊นƒํ—ˆ๋ธŒ ์ €์žฅ์†Œ์—์„œ ํ™•์ธํ•˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
Leo@runes_leo

็”จ Claude ๆญๅปบ็š„ๆœฌๅœฐ AI ๅฅๅบท็ฎก็†ไฝ“็ณปๆ–‡ๆกฃ๏ผŒ่ฏ„่ฎบๅŒบไธๅฐ‘ๆœ‹ๅ‹้—ฎ่ƒฝไธ่ƒฝๅผ€ๆบ๏ผŒๆœ‰้œ€ๆฑ‚ๅ’ฑๅฐฑๅนฒ๏ผŒๆ•ด็†ๅฅฝไบ†ใ€‚ Obsidian ๆจกๆฟ + 8 ไธช Prompt๏ผŒclone ไธ‹ๆฅ่ฎฉ AI ่ฏปไธ€้ๅฐฑ่ƒฝๆญใ€‚ไฝ“ๆฃ€ๆŠฅๅ‘Šๆๅ–ใ€่ฏ็›’่ฏ†ๅˆซใ€่ถ‹ๅŠฟๅˆ†ๆžใ€ๅคๆŸฅๆ—ฅๅކใ€ๅฐฑๅŒปๅ‡†ๅค‡ใ€็ป™็ˆถๆฏ็š„ๅฃ่ฏญ็‰ˆ้ƒฝๆœ‰ใ€‚ ๅญ˜ๅ‚จๅ…จๅœจๆœฌๅœฐ Obsidian๏ผŒAI ๅˆ†ๆžๆ—ถๆ•ฐๆฎไผš่ฟ‡ไบ‘็ซฏ API๏ผˆ่ทŸๅนณๆ—ถ็”จ ChatGPT็ญ‰ๆจกๅž‹ไธ€ๆ ท๏ผ‰๏ผŒไป‹ๆ„็š„่ฏๅฏไปฅ่ท‘ๆœฌๅœฐๆจกๅž‹ใ€‚Claude / ChatGPT / Gemini ้ƒฝ่ƒฝ็”จใ€‚ ้“พๆŽฅ่ง่ฏ„่ฎบๅŒบ๐Ÿ‘‡

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Yhal@Yhalresearchยท
@offoffonoff ๋งˆ์ธ๋“œ๋…ธ๋“œ!!๋‹ค์‹œ๋ณด๊ธฐ!!!
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๋นต์ด@offoffonoffยท
๋‚ด๊ฐ€ ํ•„๊ธฐ๋ฅผ ์‹ ๊ธฐํ•˜๊ฒŒ ํ•œ๋Œ€ ์ด๊ฑฐ ์ง„์งœ ํŽธํ•œ๋ฐ
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22B@v81093933ยท
์ด๊ฑฐ์ฐธ... ์ด๋Ÿฐ ๊ฑด ๋Œ€๋ถ€๋ถ„์€ ๋งˆ์ผ€ํŒ…์šฉ์ด๊ธด ํ•œ๋ฐ. ๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ์œผ๋กœ 1์‹œ๊ฐ„์ด๋ฉด ๊ตฌํ˜„ ๊ฐ€๋Šฅํ•จ. ๋ฌธ์ œ๋Š”, ์ด๊ฒƒ์œผ๋กœ ์‹ค์ œ ์ˆ˜์ต์œผ๋กœ ์ด์–ด์ง€๋А๋ƒ๋Š”, ๋‹ค๋ฅธ ๋ฌธ์ œ์ž„. ์ด๊ฒƒ์„ ํ•˜๊ณ  ์‹ถ์œผ๋ฉด, ์ œ๊ฐ€ ๊ณต๊ฐœ๋ฐฐํฌํ•œ ๋งค๋งค์—”์ง„์„ ์ € ์„ค์ •์— ๋งž์ถฐ์„œ ๋Œ๋ฆฌ๋ฉด ๋จ.
์ฝ”๋ฃจ๐ŸŠ@colu_farmer

๊ฒฐ๊ตญ ๋Œ€๋‹ค์ˆ˜์˜ ์ธ๊ฐ„์ด AI agent๋ฅผ ํ†ตํ•ด์„œ ํ•˜๊ณ  ์‹ถ์€ ๊ฐ€์žฅ ํฐ ๋‹ˆ์ฆˆ๋Š” [๋ˆ ๋ฒŒ์–ด์™€]์ด๋‹ค. ๋ฌผ๋ก  ์ง€๊ธˆ์€ ์•„๋ž˜ ์ธ์šฉ๊ธ€์ฒ˜๋Ÿผ ์‚ฌ๊ธฐ๊ฐ€ ๋Œ€๋ถ€๋ถ„์ด์ง€๋งŒ ์ฒœ์ฒœํžˆ ์กฐ๊ธˆ์”ฉ ์ง„์งœ๋กœ ์ž์‚ฐ, ํฌํŠธํด๋ฆฌ์˜ค๋ฅผ ๊ด€๋ฆฌํ•˜๋Š” ๋ฐฉํ–ฅ์œผ๋กœ ๋‚˜์•„๊ฐ€๋ ค ํ•  ๊ฒƒ ๊ทธ๋“ค(ai agent)์—๊ฒŒ ์žˆ์–ด์„œ 24/7 ๊ฑฐ๋ž˜ํ™˜๊ฒฝ๊ณผ ๊ฐ„๋‹จํ•œ ๊ฒฐ์ œ๋ฅผ ํ•  ์ˆ˜ ์žˆ๋Š” ์˜จ์ฒด์ธ ๊ธˆ์œต์ด ๊ฒฐ๊ตญ ๋ฏธ๋ž˜๊ฐ€ ๋˜์–ด์ฃผ๊ฒ ๋‹ค. ์ง€๊ธˆ๊นŒ์ง€์˜ ์”น์Šค์บ  ์ฝ”์ธํŒ์„ ์žŠ๊ณ , ์œ„์™€ ๊ฐ™์€ ํ™˜๊ฒฝ์—์„œ ํ•ด์ž๊ฐ€ ๋  ํ”„๋กœ์ ํŠธ๋“ค์„ ์ฐพ์•„๋ณด์ž

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22B@v81093933ยท
์ œ๊ฐ€ ๊ณต๊ฐœ๋ฐฐํฌ ํ•˜๋Š” ๊ฒƒ ์ค‘์— ๊ฐ€์žฅ ๋น„์‹ผ ๋ชจ๋ธ์ผ ๋“ฏ ๊ฑด์„ค์‚ฌ๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” evms ์‹œ์Šคํ…œ์€ 5-6์–ต ์ •๋„ ํ•จ ์ด๊ฒƒ์„ ๋ฐ”์ด๋ธŒ์ฝ”๋”ฉ์œผ๋กœ ๊ตฌํ˜„ํ•˜๊ณ  ๊ฑฐ๊ธฐ์— ๋”ํ•ด์„œ ์—์ด์ „ํŠธ ์‹œ์Šคํ…œ์„ ์ถ”๊ฐ€ํ•œ ๊ฒƒ์ž„ ์ด๊ฒƒ์˜ ๊ฐ€์น˜๋Š” ํ˜„์ง๋งŒ ์•Œ๋“ฏ
22B@v81093933

CONAI โ€” ๊ฑด์„ค AI ํ†ตํ•ฉ๊ด€๋ฆฌ ํ”Œ๋žซํผ ๋ฌด๋ฃŒ ๊ณต๊ฐœ ๋ฐฐํฌ ์†Œํ˜• ๊ฑด์„ค์—…์ฒด์˜ ์žก๋ฌด 70%๋ฅผ ์—†์• ๋Š” AI ์‹œ์Šคํ…œ ํ˜„์žฅ์†Œ์žฅ์„ ๋Œ€์ฒดํ•˜๋Š” ๊ฒŒ ์•„๋‹™๋‹ˆ๋‹ค. ํ˜„์žฅ์†Œ์žฅ์ด ์ง์ ‘ ํ•ด์•ผ ํ•  ํŒ๋‹จ์€ ๊ทธ๋Œ€๋กœ ๋‘๊ณ , ๋งค์ผ ๋ฐ˜๋ณต๋˜๋Š” ํ–‰์ • ์žก๋ฌด๋งŒ AI๊ฐ€ ์ฒ˜๋ฆฌํ•ฉ๋‹ˆ๋‹ค. ๏ฟผ ๏ฟผ ๏ฟผ ์ด๋Ÿฐ ๋ถ„๊ป˜ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค โ€ขโœ… ์ž‘์—…์ผ๋ณด๋ฅผ ๋งค์ผ ์†์œผ๋กœ ์“ฐ๊ณ  ์žˆ๋‹ค โ€ขโœ… ์ฃผ๊ฐ„/์›”๊ฐ„ ๋ณด๊ณ ์„œ ์ž‘์„ฑ์— ์‹œ๊ฐ„์ด ๋งŽ์ด ๊ฑธ๋ฆฐ๋‹ค โ€ขโœ… ๊ฒ€์ธก์š”์ฒญ์„œ๋ฅผ ์ฒ˜์Œ๋ถ€ํ„ฐ ๋งค๋ฒˆ ๋งŒ๋“ค์–ด์•ผ ํ•œ๋‹ค โ€ขโœ… ๋‚ ์”จ ๋•Œ๋ฌธ์— ๊ณต์ •์ด ๊ผฌ์ธ ์ ์ด ์žˆ๋‹ค โ€ขโœ… ๊ฑด์„ค ๋ฒ•๊ทœยท์‹œ๋ฐฉ์„œ๋ฅผ ๋น ๋ฅด๊ฒŒ ์ฐพ๊ณ  ์‹ถ๋‹ค ์ฃผ์š” ๊ธฐ๋Šฅ (Phase 1 MVP) ๊ธฐ๋Šฅ ์„ค๋ช… ๐Ÿ“‹ AI ์ž‘์—…์ผ๋ณด ์ธ์›ยท์ž‘์—…๋‚ด์šฉ ์ž…๋ ฅ โ†’ AI๊ฐ€ ๊ณต์‹ ์ผ๋ณด ์™„์„ฑ ๐Ÿค– ์นด์นด์˜ค ์ฑ—๋ด‡ ์—ฐ๋™ ์นด์นด์˜คํ†ก์œผ๋กœ ์ผ๋ณด ์ž…๋ ฅ, ๋ฒ•๊ทœ ์งˆ๋ฌธ ๐Ÿ“… Gantt ๊ณต์ •ํ‘œ WBS ๊ธฐ๋ฐ˜ ๊ณต์ •ํ‘œ, CPM ์ฃผ๊ณต์ •์„  ์ž๋™ ๊ณ„์‚ฐ ๐ŸŒค ๋‚ ์”จ ๊ณต์ • ๊ฒฝ๋ณด ๊ธฐ์ƒ์ฒญ API ์—ฐ๋™, ๊ณต์ข…๋ณ„ ๋‚ ์”จ ์ œ์•ฝ ์ž๋™ ๊ฒฝ๋ณด ๐Ÿ”ฌ AI ๊ฒ€์ธก์š”์ฒญ์„œ ๊ณต์ข… ์„ ํƒ โ†’ KCS ๊ธฐ๋ฐ˜ ์ฒดํฌ๋ฆฌ์ŠคํŠธ ์ž๋™ ์ƒ์„ฑ ๐Ÿ“š ๋ฒ•๊ทœ Q&A (RAG) ๊ฑด์„ค๊ธฐ์ˆ ์ง„ํฅ๋ฒ•ยท์‚ฐ์•ˆ๋ฒ•ยทKCS ์‹œ๋ฐฉ์„œ ์ฆ‰์‹œ ๊ฒ€์ƒ‰ ๐Ÿ› ์ธํ—ˆ๊ฐ€ ์ฒดํฌ๋ฆฌ์ŠคํŠธ ๊ณต์ข…๋ณ„ ์ธํ—ˆ๊ฐ€ ๋ชฉ๋ก, ์ง„ํ–‰์ƒํƒœ ์ถ”์  โš™๏ธ ์ปค์Šคํ…€ ์„ค์ • ๋ฐœ์ฃผ์ฒ˜ ํ”„๋กœํŒŒ์ผ, ๊ณต์ข… ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ, JSON ๋‚ด๋ณด๋‚ด๊ธฐ github.com/sinmb79/convaiโ€ฆ

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