April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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284
에이전트 시대의 AI 시스템 설계
로 향하는 주요 고속도로에 있다. 모델이 제시한 아흐메드가르는 서쪽으로
200km
더 가야 하
고 북쪽으로 상당히 치우쳐 있다 (그림
5
-
1
).
Hyderabad
(starting point)
Solapur
(correct answer,
300 km west)
Ahmadnagar is
much farther
north and west
아흐메드가르는
훨씬 북쪽이자 서쪽에 있다.
솔라푸르
(정답, 서쪽으로
300km
)
하이데라바드
(출발 지점)
그림
5-1
솔라푸르는 하이데라바드에서 정서쪽으로
300km
지점에 있다(구글 지도 스크린숏).
모델이 거리를 왜 그렇게 틀리게 잡았는지는 불분명하다. 응답에는 답을 도출하기 위해 사용한
과정이 나타나 있지 않다.
5.2.2
해법
CoT
는 프롬프팅 전략을 수정하는 방식이다.
CoT
에서는 모델에게 문제에 직접 답하지 말
고 단계별 추론 과정을 명시적으로 요청하거나 보여달라는 지시사항을 프롬프트에 추가한다.
CoT
는 크게 제로샷
CoT
, 퓨샷
CoT
, 자동
CoT
라는 세 가지 변형이 있다. 하나씩 살펴보자.
변형
1
: 제로샷
CoT
제로샷
CoT
에서는 프롬프트에 그냥
단계별로 생각하세요
think
step
-
by
-
step
라는 문구를 추가해서
단계별 추론을 요청한다 (그림
5
-
2
). 다음이 그러한 예이다.
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.