---
id: ins_most-people-still-using-like
operator: Alok Yadav
operator_role: 'Building MCPfy.ai; AI engineering leader'
source_url: https://www.linkedin.com/feed/update/urn:li:activity:7448342949261729792/
source_type: thread
source_title: 'Most people are still using AI like this: ask → answer → forget'
source_date: 2026-04-10
captured_date: 2026-05-02
domain: [ai-native, design-ux, product]
lifecycle: [ai-workflow, tooling-config]
maturity: frontier
artifact_class: metric-model
score: { originality: 3, specificity: 3, evidence: 2, transferability: 4, source: 3 }
tier: B
related: []
raw_ref: raw/linkedin/reactions/linkedin-reactions-2026-04-10.md
---

# Most people are still using AI like this: ask → answer → forget

## 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)