Claim
Most people are still using AI like this: ask → answer → forget. Andrej Karpathy is pointing at something different. Instead of chatting with AI, you build your own personal Wikipedia with it. notes, articles, screenshots, messages, research & the AI turns all of that into a living knowledge system.
Mechanism
an AI that doesn't just answer questions, but understands context across your life and work.
Conditions
Holds when: the operating context matches the post's stated frame (team shape, stage, tooling, buyer type).
Fails when: the practice is lifted into a different stage or buyer context without reworking the underlying mechanism.
Evidence
"Most people are still using AI like this: ask → answer → forget."
— Alok Yadav, LinkedIn, 2026-04-10
Signals
- Raw data stays untouched (your source of truth)
- The AI creates and maintains Markdown pages for every concept
- Everything is linked together like Wikipedia
Counter-evidence
No opposing view in current corpus.
Cross-references
- (none in current corpus)