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AI+HW 2035: Shaping the Next Decade

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Deming Chen, Jason Cong, Azalia Mirhoseini, Christos Kozyrakis, Subhasish Mitra, Jinjun Xiong, Cliff Young, Anima Anandkumar, Michael Littman, Aron Kirschen, Sophia Shao, Serge Leef, Naresh Shanbhag, Dejan Milojicic, Michael Schulte, Gert Cauwenberghs, Jerry M. Chow, Tri Dao, Kailash Gopalakrishnan, Richard Ho, Hoshik Kim, Kunle Olukotun, David Z. Pan, Mark Ren, Dan Roth, Aarti Singh, Yizhou Sun, Yusu Wang, Yann LeCun, Ruchir Puri

๐Ÿ’ก ๊ฐœ์š”

AI์™€ ํ•˜๋“œ์›จ์–ด(HW)์˜ ๋ฐœ์ „์ด ์„œ๋กœ ๊ธด๋ฐ€ํ•˜๊ฒŒ ์—ฐ๊ฒฐ๋˜์–ด ์žˆ์Œ์—๋„ ๋ถˆ๊ตฌํ•˜๊ณ , ๊ธ€๋กœ๋ฒŒ ์—ฐ๊ตฌ ์ปค๋ฎค๋‹ˆํ‹ฐ๋Š” AI์™€ HW์˜ ํ†ตํ•ฉ์ ์ธ ์žฅ๊ธฐ ๊ฐœ๋ฐœ ๋น„์ „์ด ๋ถ€์žฌํ•˜์—ฌ ๋น„ํšจ์œจ์ ์ธ ์ปดํ“จํŒ… ์ž์› ์†Œ๋ชจ์™€ ์ง€์† ๊ฐ€๋Šฅ์„ฑ ๋ฌธ์ œ๋ฅผ ๊ฒช๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋ณธ ๋…ผ๋ฌธ์€ ์•Œ๊ณ ๋ฆฌ์ฆ˜, ์•„ํ‚คํ…์ฒ˜, ์‹œ์Šคํ…œ, ์ง€์† ๊ฐ€๋Šฅ์„ฑ์— ๊ฑธ์นœ 10๋…„๊ฐ„์˜ AI+HW ๊ณต๋™ ์„ค๊ณ„ ๋ฐ ๊ฐœ๋ฐœ ๋กœ๋“œ๋งต์„ ์ œ์‹œํ•˜๋ฉฐ, ์—๋„ˆ์ง€ ํšจ์œจ์„ฑ์„ ์ค‘์‹ฌ์œผ๋กœ AI ์‹œ์Šคํ…œ์˜ ํ˜์‹ ์ ์ธ ๋ฐœ์ „์„ ๋„๋ชจํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ”‘ ์‹œ์‚ฌ์  ๋ฐ ํ•œ๊ณ„

โ€ข
AI ๊ธฐ์ˆ  ๋ฐœ์ „์€ ์ปดํ“จํŒ… ์„ฑ๋Šฅ ํ–ฅ์ƒ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ ์—๋„ˆ์ง€ ํšจ์œจ์„ฑ ์ฆ๋Œ€์— ์ดˆ์ ์„ ๋งž์ถฐ์•ผ ํ•ฉ๋‹ˆ๋‹ค.
โ€ข
ํด๋ผ์šฐ๋“œ, ์—ฃ์ง€, ๋ฌผ๋ฆฌ์  ํ™˜๊ฒฝ ์ „๋ฐ˜์—์„œ ์—๋„ˆ์ง€ ํšจ์œจ์ ์ด๊ณ  ์ž์œจ์ ์œผ๋กœ ์ตœ์ ํ™”๋˜๋Š” AI ์‹œ์Šคํ…œ ๊ตฌํ˜„์ด ์ค‘์š”ํ•ฉ๋‹ˆ๋‹ค.
โ€ข
10๋…„ ์•ˆ์— AI ํ›ˆ๋ จ ๋ฐ ์ถ”๋ก  ํšจ์œจ์„ฑ 1000๋ฐฐ ํ–ฅ์ƒ, ์—๋„ˆ์ง€ ์ธ์‹ํ˜• AI ์‹œ์Šคํ…œ ๊ตฌ์ถ•, AI ์ธํ”„๋ผ ์ ‘๊ทผ์„ฑ ํ™•๋Œ€, ์ธ๊ฐ„ ์ค‘์‹ฌ AI ์„ค๊ณ„ ์›์น™ ๋‚ด์žฌํ™”๋ฅผ ๋ชฉํ‘œ๋กœ ํ•ฉ๋‹ˆ๋‹ค.
โ€ข
์ด๋Ÿฌํ•œ ๋ชฉํ‘œ ๋‹ฌ์„ฑ์„ ์œ„ํ•ด ํ•™๊ณ„, ์‚ฐ์—…๊ณ„, ์ •๋ถ€์˜ ๊ธด๋ฐ€ํ•œ ํ˜‘๋ ฅ๊ณผ ๊ณต๋™์˜ ๋…ธ๋ ฅ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
๐Ÿ‘
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