Why can't I audit what a model was actually trained on?
Opportunity
Models absorb the whole internet and then answer with no way to trace where a claim or a behavior came from. For anything regulated, or any dispute over copyright or bias, the training set is a black box. There is no practical way to ask a model what it learned from and get an honest answer.
Why it matters
You cannot govern or fully trust a system whose inputs are invisible.
기회 평가 방식
The Opportunity Score is my own read, not a measurement: how much it hurts, how often it bites, and how little exists to solve it today. Higher means I think it is more worth building.
How much pain it causes when it shows up.
How often people actually run into it.
How little good tooling exists for it today.
해결할 가치 있는 더 많은 문제들
탭을 닫는 순간 모든 AI 앱이 나를 잊어버리는 이유는 무엇일까?
AI새로운 분야를 배우는 것이 여전히 무엇을 물어야 할지 아는 것에 의해 제한받는 이유는 무엇일까?
AI비전문가는 왜 AI가 말한 내용을 검증할 수 없을까?
AI모델을 벤치마크로 테스트하고 감으로 배포하는 이유는 무엇일까?
AIWhy do AI agents have no memory of their own mistakes?
AIWhy can a poisoned document silently exfiltrate everything my assistant knows about me?