April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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297
5
장
모델 능력 확장
예시 사고 트리
초기 프롬프트
유망한 경로
실패한 경로
최종 응답
그림
5-5
사고 트리의 예.
LLM
이 여러 경로를 탐색하다가 성공적이지 않은 경로라면 이전의 분기 지점으로 되돌아간다.
5.3.1
문제
전략적 사고나 논리적 추론이 필요한 작업 중에는 단일한 다단계 추론 경로를 따라가는 것만으
로는 해결할 수 없는 것이 많다. 그런 문제를 풀려면 여러 추론 경로를 탐색하다가 막다른 골목
에 다다르면 이전 단계로 되돌아가는 식으로 옵션들을 지속적으로 평가해야 한다.
임의의 문장
4
개를 주고, 각 문단이 그 네 문장 중 하나로 끝나는 일관성 있는
4
문단짜리 글을
작성하는 과제가 주어졌다고 하자.
ToT
논문 (
https
://
arxiv
.
org
/
pdf
/
2305
.
10601
)을
쓴 프린스턴과 구글 딥마인드 연구원들은 이것이 창의적인 사고와 높은 수준의 계획 수립이 모
두 필요한 문제라고 설명한다.
이 작업에 대해서는
CoT
방식의 단계별 지시사항을 고안하기가 쉽지 않다. 퓨샷
CoT
가 도움
298
에이전트 시대의 AI 시스템 설계
이 될지도 불확실하다. 일단 제로샷
CoT
를 시도해 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.