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  • ์ผ๋ก  ๋จธ์Šคํฌ ์‚ฌ๊ณ  ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ AI ํ”„๋กฌํ”„ํŠธ๋กœ ํ™œ์šฉํ•˜๊ธฐ
    Study 2025. 12. 1. 08:56

    ๐Ÿš€ ์—˜๋ก  ๋จธ์Šคํฌ์˜ 15๊ฐ€์ง€ ์‚ฌ๊ณ  ํ”„๋ ˆ์ž„์›Œํฌ AI ํ”„๋กฌํ”„ํŠธ ์ข…ํ•ฉ ์ •๋ฆฌ

    ์ด ํ”„๋กฌํ”„ํŠธ๋“ค์€ ๋ฌธ์ œ๋ฅผ ์ œ1์›์น™(First Principles) ๊ด€์ ์—์„œ ์ ‘๊ทผํ•˜์—ฌ, ์•„์ด๋””์–ด๋ฅผ ๊ทผ๋ณธ์ ์œผ๋กœ ํ•ด์ฒดํ•˜๊ณ  ์žฌ๊ตฌ์„ฑํ•˜๋Š” ๋ฐ ์ค‘์ ์„ ๋‘ก๋‹ˆ๋‹ค.

    1. ๊ทผ๋ณธ ์›๋ฆฌ ๋ฐ ์ œ์•ฝ ์กฐ๊ฑด ํŒŒ์•…

    # ํ”„๋กฌํ”„ํŠธ (ํ•œ๊ธ€) ํ”„๋กฌํ”„ํŠธ (์˜๋ฌธ) ํ•ต์‹ฌ ๋ชฉํ‘œ
    1 ์ด ๋ฌธ์ œ์˜ ๋ฌผ๋ฆฌํ•™์  ์›๋ฆฌ๋Š” ๋ฌด์—‡์ธ๊ฐ€์š”? What are the physics of this problem? ๊ฐ๊ด€์ ์ธ ํ˜„์‹ค ์ œ์•ฝ ์กฐ๊ฑด๊ณผ ๋ณ‘๋ชฉ ํ˜„์ƒ ํŒŒ์•…
    8 ์ด๊ฒƒ ์ค‘ ์‹ค์ œ๋กœ ๋ถˆ๊ฐ€๋Šฅํ•œ ๋ถ€๋ถ„์€ ๋ฌด์—‡์ด๊ณ , ๋ถˆ๊ฐ€๋Šฅํ•˜๊ฒŒ ๋А๊ปด์งˆ ๋ฟ์ธ ๋ถ€๋ถ„์€ ๋ฌด์—‡์ธ๊ฐ€์š”? What part of this is actually impossible and what part just feels impossible? **ํ˜„์‹ค(๋ฌผ๋ฆฌ)๊ณผ ๊ฐ์ •(๋‘๋ ค์›€)**์œผ๋กœ ์ธํ•œ ํ•œ๊ณ„ ๊ตฌ๋ถ„
    11 ์ œ๊ฐ€ ์งˆ๋ฌธํ•˜์ง€ ์•Š๊ณ  ์žˆ๋Š” ์ˆจ๊ฒจ์ง„ ์ œ์•ฝ ์กฐ๊ฑด์€ ๋ฌด์—‡์ธ๊ฐ€์š”? What are the hidden constraints I'm not questioning? ์Šค์Šค๋กœ ๋ถ€๊ณผํ•œ ๊ฐ€์งœ ๋ฒฝ๊ณผ ์ƒํ•œ์„  ๋…ธ์ถœ

    2. ๊ฐ€์ • ์ œ๊ฑฐ ๋ฐ ์ด์ƒ์ ์ธ ์„ค๊ณ„

    # ํ”„๋กฌํ”„ํŠธ (ํ•œ๊ธ€) ํ”„๋กฌํ”„ํŠธ (์˜๋ฌธ) ํ•ต์‹ฌ ๋ชฉํ‘œ
    2 ๊ธฐ์กด์˜ ๊ฐ€์ •์— ์˜์กดํ•  ์ˆ˜ ์—†๋‹ค๋ฉด, ์–ด๋–ป๊ฒŒ ์ด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ์ˆ˜ ์žˆ์„๊นŒ์š”? If I couldn’t rely on existing assumptions, how would I solve this? ์„ ์ž…๊ฒฌ์„ ์ œ๊ฑฐํ•˜๊ณ  ์ •์‹ ์  ์ž๋™ ์กฐ์ข… ์žฅ์น˜ ๊นจ๋œจ๋ฆฌ๊ธฐ
    4 ๋น„์šฉ์ด ์กด์žฌํ•˜์ง€ ์•Š๋Š”๋‹ค๋ฉด, ์ตœ์ ์˜ ํ•ด๊ฒฐ์ฑ…์€ ์–ด๋–ค ๋ชจ์Šต์ผ๊นŒ์š”? What would the optimal solution look like if cost didn’t exist? ์ฐฝ์˜์„ฑ์„ ๊ทน๋Œ€ํ™”ํ•œ ์ด์ƒ์ ์ธ ๋ฒ„์ „ ์ƒ์„ฑ (์—ญ์œผ๋กœ ์ž‘์—…)
    7 ์—…๊ณ„์˜ ๊ทœ๋ฒ”์„ ๋ฌด์‹œํ•œ๋‹ค๋ฉด, ํ•ด๊ฒฐ์ฑ…์€ ์–ด๋–ค ๋ชจ์Šต์ผ๊นŒ์š”? What would a solution look like if I ignored industry norms? ๋น„๊ด€์Šต์ ์ด๊ณ  ๋ช…ํ™•ํ•˜์ง€ ์•Š์€ ๊ธธ ์ฐพ๊ธฐ
    12 ์ •์น˜๊ฐ€ ์•„๋‹Œ ๋ฌผ๋ฆฌํ•™๋งŒ์„ ๊ณ ๋ คํ•œ๋‹ค๋ฉด, ์ด ๋ฌธ์ œ๋ฅผ ์–ด๋–ป๊ฒŒ ํ•ด๊ฒฐํ• ๊นŒ์š”? How would I solve this if I only cared about physics, not politics? ์‚ฌํšŒ์  ๋งˆ์ฐฐ ์—†์ด ํƒ€ํ˜‘ํ•˜์ง€ ์•Š์€ ์ˆœ์ˆ˜ํ•œ ํ•ด๊ฒฐ์ฑ… ์ฐพ๊ธฐ

    3. ๊ตฌ์กฐํ™”, ์ง‘์ค‘ ๋ฐ ์†๋„

    # ํ”„๋กฌํ”„ํŠธ (ํ•œ๊ธ€) ํ”„๋กฌํ”„ํŠธ (์˜๋ฌธ) ํ•ต์‹ฌ ๋ชฉํ‘œ
    3 ์ด ๋ฌธ์ œ์˜ ๊ทผ๋ณธ์ ์ธ ๊ตฌ์„ฑ ์š”์†Œ๋Š” ๋ฌด์—‡์ธ๊ฐ€์š”? What are the problem’s fundamental components? ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐ ๊ฐ€๋Šฅํ•œ ์›์ž ๋‹จ์œ„๋กœ ๋ถ„ํ•ด
    5 ์ด๊ฒƒ์˜ 90%๋ฅผ ๊ฐ•์ œ๋กœ ์ž˜๋ผ๋‚ด์•ผ ํ•œ๋‹ค๋ฉด, ๋ฌด์—‡์ด ๋‚จ๊ฒŒ ๋ ๊นŒ์š”? If I were forced to cut 90 percent of this, what would remain? ์ž”ํ˜นํ•œ ์ œ๊ฑฐ๋ฅผ ํ†ตํ•œ ํ•ต์‹ฌ ์šฐ์„ ์ˆœ์œ„ ๋ช…ํ™•ํ™”
    9 ์ตœ์†Œ ์‹คํ–‰ ๊ฐ€๋Šฅํ•œ ๋ŒํŒŒ๊ตฌ๋Š” ๋ฌด์—‡์ธ๊ฐ€์š”? What is the minimum viable breakthrough? ์„ฑ์žฅ์„ ๊ฐ€๋Šฅํ•˜๊ฒŒ ํ•˜๋Š” ๊ทผ๋ณธ์ ์ธ ๋„์•ฝ ์ง€์  ์ฐพ๊ธฐ
    13 ๋งŒ์•ฝ ์ด๊ฒƒ์„ 10๋ฐฐ ๋” ๋น ๋ฅด๊ฒŒ ๋‹ฌ์„ฑํ•ด์•ผ ํ•œ๋‹ค๋ฉด, ๋ฌด์—‡์„ ํ• ๊นŒ์š”? If I had to achieve this 10 times faster, what would I do? ๊ทน๋‹จ์ ์ธ ์†๋„๋ฅผ ์œ„ํ•œ ํ”„๋กœ์„ธ์Šค ์žฌ์„ค๊ณ„

    4. ์‹คํŒจ ๋ถ„์„ ๋ฐ ํ™•์žฅ

    # ํ”„๋กฌํ”„ํŠธ (ํ•œ๊ธ€) ํ”„๋กฌํ”„ํŠธ (์˜๋ฌธ) ํ•ต์‹ฌ ๋ชฉํ‘œ
    6 ์ด๊ฒƒ์ด ์™„์ „ํžˆ ์‹คํŒจํ•œ๋‹ค๋ฉด, ๊ทผ๋ณธ์ ์ธ ์›์ธ์€ ๋ฌด์—‡์ผ๊นŒ์š”? If this failed completely, what would be the root cause? ์‚ฌ์ „์— ์‹คํŒจ ๋ชจ๋“œ ์˜ˆ์ธก ๋ฐ ์„ฑ๊ณต ์—ญ์„ค๊ณ„
    10 ๋งŒ์•ฝ ์ œ๊ฐ€ ์ง€๊ธˆ ์•Œ๊ณ  ์žˆ๋Š” ๊ฒƒ์„ ๊ฐ€์ง€๊ณ  ์ด ์ „์ฒด ํ”„๋กœ์ ํŠธ๋ฅผ ์˜ค๋Š˜ ๋‹ค์‹œ ์‹œ์ž‘ํ•œ๋‹ค๋ฉด, ๋ฌด์—‡์„ ๋งŒ๋“ค๊นŒ์š”? If I restarted this entire project today, knowing what I know now, what would I build? ์ƒˆ๋กœ์šด ์‹œ์ž‘(Clean Slate) ์‚ฌ๊ณ ๋กœ ์šฐ์•„ํ•œ ํ•ต์‹ฌ ๋ฒ„์ „ ์ฐพ๊ธฐ
    14 ๋งŒ์•ฝ ์ˆ˜๋ฐฑ๋งŒ ๋ช…์—๊ฒŒ ํ™•์žฅ๋˜์–ด์•ผ ํ•œ๋‹ค๋ฉด, ์ด๊ฒƒ์€ ์–ด๋–ค ๋ชจ์Šต์ผ๊นŒ์š”? What would this look like if it had to scale to millions? ๊ทœ๋ชจ์˜ ์ฐจ์›์—์„œ ์ƒ๊ฐํ•˜๋ฉฐ ์ดˆ๊ธฐ ์‹คํŒจ ์ง€์  ๋ฐ ๊ธฐํšŒ ๋ฐœ๊ฒฌ
    15 ์ด ํ•ด๊ฒฐ์ฑ…์˜ ์–ด๋–ค ๋ถ€๋ถ„์ด ๊ฐ€์žฅ ํฐ ๋ ˆ๋ฒ„๋ฆฌ์ง€๋ฅผ ์ฐฝ์ถœํ•˜๋‚˜์š”? Which part of this solution creates the most leverage? ๊ฐ€์žฅ ํฐ ๋ณ€ํ™”๋ฅผ ๊ฐ€์ ธ์˜ฌ ํ•ต์‹ฌ ์Šน์ˆ˜์™€ ์ง€๋ ›๋Œ€ ํšจ๊ณผ ๋ฐœ๊ฒฌ

    โœจ ๋น„๋ฐ€ ์Šน์ˆ˜: ์Šคํƒœํ‚น ํ”„๋กฌํ”„ํŠธ

    ์ด ํ”„๋กฌํ”„ํŠธ๋“ค์„ ๊ฒฐํ•ฉํ•˜์—ฌ ์‚ฌ์šฉํ•˜๋ฉด ๋” ๊ฐ•๋ ฅํ•œ ๊ฒฐ๊ณผ๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

    • ํ†ตํ•ฉ ํ”„๋กฌํ”„ํŠธ: "์ œ ๋ฌธ์ œ๋ฅผ ๊ทผ๋ณธ์ ์ธ ์ง„์‹ค๋กœ ๋ถ„ํ•ดํ•˜๊ณ , ๋ชจ๋“  ๊ฐ€์ •์„ ์ œ๊ฑฐํ•˜๊ณ , ์ตœ์ ์˜ ํ•ด๊ฒฐ์ฑ…์„ ์ฐพ๊ณ , ์ˆจ๊ฒจ์ง„ ์ œ์•ฝ ์กฐ๊ฑด์„ ์‹๋ณ„ํ•œ ๋‹ค์Œ, ์ด ์•„์ด๋””์–ด๋ฅผ ์ œ1์›์น™์—์„œ ์žฌ๊ตฌ์ถ•ํ•˜์„ธ์š”."

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