April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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306
그림으로 배우는 생성형 AI
시스템에 가치 통합
시스템 프롬프트나 모델의 미세조정 과정에서 가치
를 통합할 방법을 찾아야 합니다
.
예를 들어 딥페
이크가 우려되는 애플리케이션이라면
,
실제 인물의
목소리나 외모를 사용해 달라는 사용자의 프롬프트
를 검출해서 제한하는 것이 한 방법입니다
.
가치 정렬된 데이터로 모델 훈련
조직이 정의한 가치와 정렬되도록 잘 만들어진 훈
련 데이터셋으로 모델을 훈련하면
AI
시스템은 조
직의 가치에 부합하는 결정을 내리는 방법을 배우
게 됩니다
.
훈련 데이터셋이 가치와 정렬되게 하는
작업은 흔히 데이터 선별
curation
단계에서 수행합니
다
.
또한
,
악의적 사용자가 모델을 조작하거나 속
이려는 시도에 더 견고하게 대응할 수 있도록 적대
적 예시
adversarial
examples
들로 모델을 훈련하는 것도 좋
은 방법입니다
.
지속적인 모니터링 및 평가
AI
시스템을 배포한 후에는 시스템의 행동을 지속
적으로 모니터링하고 성능을 평가해서 시스템이 의
도한 가치에서 벗어나는 사례가 있는지 파악해야
합니다
.
생성형
AI
시스템의 의사결정 과정에서 편
향을 찾아내고 해결하기 위해 감사
audit
를 정기적으
로 수행할 것을 권장합니다
.
인간의 감독
가치 정렬을 보장하기 위해 최선의 노력을 다하더
라도
,
AI
시스템이 해롭거나 정의된 가치와 부합하
지 않는 결정을 ...
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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.