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Emulating Aggregate Human Choice Behavior and Biases with GPT Conversational Agents

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์ €์ž

Stephen Pilli, Vivek Nallur

๐Ÿ’ก ๊ฐœ์š”

๋ณธ ์—ฐ๊ตฌ๋Š” GPT ๊ธฐ๋ฐ˜ ๋Œ€ํ™”ํ˜• ์—์ด์ „ํŠธ๊ฐ€ ์ธ์ง€ ํŽธํ–ฅ์ด ์ธ๊ฐ„์˜ ์˜์‚ฌ๊ฒฐ์ •์— ๋ฏธ์น˜๋Š” ์˜ํ–ฅ์„ ๋ชจ๋ฐฉํ•˜๊ณ  ์˜ˆ์ธกํ•  ์ˆ˜ ์žˆ๋Š”์ง€ ํƒ๊ตฌํ•ฉ๋‹ˆ๋‹ค. ์ธ๊ฐ„ ์‹คํ—˜๊ณผ GPT-4 ๋ฐ GPT-5 ๋ชจ๋ธ์„ ํ™œ์šฉํ•œ ์‹œ๋ฎฌ๋ ˆ์ด์…˜์„ ํ†ตํ•ด, LLM์ด ์ธ๊ฐ„์˜ ํŽธํ–ฅ์„ ๋†’์€ ์ •ํ™•๋„๋กœ ์žฌํ˜„ํ•˜๋ฉฐ, ๋Œ€ํ™”์˜ ๋ณต์žก์„ฑ๊ณผ ๊ฐ™์€ ๋งฅ๋ฝ์  ์š”์ธ์ด ํŽธํ–ฅ์— ๋ฏธ์น˜๋Š” ์˜ํ–ฅ์„ ๋˜ํ•œ ๋ชจ๋ฐฉํ•  ์ˆ˜ ์žˆ์Œ์„ ๋ฐœ๊ฒฌํ–ˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ”‘ ์‹œ์‚ฌ์  ๋ฐ ํ•œ๊ณ„

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LLM์ด ์ธ๊ฐ„์˜ ์ธ์ง€ ํŽธํ–ฅ์„ ์ •๋Ÿ‰์ ์œผ๋กœ ์˜ˆ์ธกํ•˜๊ณ  ๋Œ€ํ™”ํ˜• ๋งฅ๋ฝ์—์„œ ๊ทธ ์—ญํ•™์„ ๋ชจ๋ฐฉํ•  ์ˆ˜ ์žˆ์Œ์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.
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ํŽธํ–ฅ์„ ๊ณ ๋ คํ•œ ์ ์‘ํ˜• LLM ๊ธฐ๋ฐ˜ AI ์‹œ์Šคํ…œ ์„ค๊ณ„ ๋ฐ ํ‰๊ฐ€์— ์ค‘์š”ํ•œ ํ•จ์˜๋ฅผ ๊ฐ€์ง‘๋‹ˆ๋‹ค.
โ€ข
GPT-4์™€ GPT-5 ๊ฐ„์˜ ์ธ๊ฐ„ ํ–‰๋™ ์ผ์น˜ ๋ฐฉ์‹์—์„œ ์ฐจ์ด๋ฅผ ํ™•์ธํ–ˆ์œผ๋ฉฐ, ์ด๋Š” ํŠน์ • ๋ชจ๋ธ ์•„ํ‚คํ…์ฒ˜์˜ ์˜ํ–ฅ์— ๋Œ€ํ•œ ์ถ”๊ฐ€ ์—ฐ๊ตฌ๋ฅผ ์‹œ์‚ฌํ•ฉ๋‹ˆ๋‹ค.
โ€ข
๋ณธ ์—ฐ๊ตฌ์—์„œ ์‚ฌ์šฉ๋œ ์ธ์ง€ ํŽธํ–ฅ์˜ ์ข…๋ฅ˜์™€ ์˜์‚ฌ๊ฒฐ์ • ์‹œ๋‚˜๋ฆฌ์˜ค๊ฐ€ ์ œํ•œ์ ์ด๋ฏ€๋กœ, ๋” ๋„“์€ ๋ฒ”์œ„์˜ ํŽธํ–ฅ๊ณผ ๋ณต์žกํ•œ ์˜์‚ฌ๊ฒฐ์ • ์ƒํ™ฉ์— ๋Œ€ํ•œ ๊ฒ€์ฆ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
๐Ÿ‘
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