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2024–2025년 LLM 제품의 실패 원인 TOP3 안에 항상 "보안 사고"가 들어간다. Prompt injection 12변종, Jailbreak 기법, Data exfiltration, Model extraction, Red team 자동화(PyRIT/Garak), OWASP LLM Top 10, EU AI Act와 한국 규제, 그리고 가드레일 설계까지. "기본값으로 안전한 LLM 제품"을 만드는 법.
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- Published on
AI 윤리의 모든 것! 알고리즘 편향 탐지/완화, 공정성 메트릭(Demographic Parity/Equal Opportunity), 설명 가능한 AI(SHAP/LIME), EU AI Act 대응, AI 거버넌스 프레임워크, 개발자의 윤리적 책임까지.- Published on
EU AI Act가 2026년 8월 2일 고위험도 AI 시스템에 대한 완전 시행을 앞두고 있습니다. 고위험 AI 정의, 컴플라이언스 요구사항, 최대 35억 유로 또는 글로벌 매출 7% 벌금, 그리고 한국 및 글로벌 기업들의 준비 전략을 완벽하게 정리한 가이드입니다.- Published on
2026년 UN이 설립한 국제 AI 거버넌스 위원회가 첫 합의 프레임워크를 발표했다. EU AI Act의 강제성 대 미국의 자율 규제, 그리고 글로벌 스탠더드의 미래가 결정되는 순간이다.