Why do AI agents have no memory of their own mistakes?
Opportunity
An agent will make the same error on Tuesday that it made on Monday, because nothing carries the lesson forward. We have memory for facts and almost none for failures. An agent that cannot learn from what went wrong is an intern with amnesia.
Why it matters
Agents will not be trusted with real work until they reliably get better at it over time.
๊ธฐํ ํ๊ฐ ๋ฐฉ์
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.
ํด๊ฒฐํ ๊ฐ์น ์๋ ๋ ๋ง์ ๋ฌธ์ ๋ค
ํญ์ ๋ซ๋ ์๊ฐ ๋ชจ๋ AI ์ฑ์ด ๋๋ฅผ ์์ด๋ฒ๋ฆฌ๋ ์ด์ ๋ ๋ฌด์์ผ๊น?
AI์๋ก์ด ๋ถ์ผ๋ฅผ ๋ฐฐ์ฐ๋ ๊ฒ์ด ์ฌ์ ํ ๋ฌด์์ ๋ฌผ์ด์ผ ํ ์ง ์๋ ๊ฒ์ ์ํด ์ ํ๋ฐ๋ ์ด์ ๋ ๋ฌด์์ผ๊น?
AI๋น์ ๋ฌธ๊ฐ๋ ์ AI๊ฐ ๋งํ ๋ด์ฉ์ ๊ฒ์ฆํ ์ ์์๊น?
AI๋ชจ๋ธ์ ๋ฒค์น๋งํฌ๋ก ํ ์คํธํ๊ณ ๊ฐ์ผ๋ก ๋ฐฐํฌํ๋ ์ด์ ๋ ๋ฌด์์ผ๊น?
AIWhy can't I audit what a model was actually trained on?
AIWhy can a poisoned document silently exfiltrate everything my assistant knows about me?