# AI Capability Gap Narrowing into Funnel

> AI expert Andrej Karpathy says the gap between AI insiders and the rest of the world is narrowing into a funnel of 5,000 people.
- Title: AI Capability Gap Narrowing into Funnel · Startup Fortune
- Summary: AI expert Andrej Karpathy says the gap between AI insiders and the rest of the world is narrowing into a funnel of 5,000 people. Andrej Karpathy explains…
- Keywords: andrej karpathy, ai capability gap, frontier ai, openai, llm, coding, math, startups, business, Capability, Gap, Narrowing
- Source: Startup Fortune — https://startupfortune.com/andrej-karpathy-says-the-ai-capability-gap-is-now-a-sharp-funnel
- Published: 2026-10-12T06:49:46+00:00
- Read time: 1 min
- Topics: andrej karpathy, ai capability gap, frontier ai, openai, llm, coding, math, startups, business
## AI Capability Gap
Andrej Karpathy says the gap between people who understand AI and everyone else isn't closing, it's narrowing into a funnel of a few thousand insiders.
## Global AI Usage Statistics
6 billion people have barely touched an LLM, 1 to 2 billion use free tools casually, and 20 million use frontier models professionally.
## Frontier Model Access
Only 5,000 people globally have access to the most capable, not-yet-public AI systems.
## Why the Gap Exists
The gap widens because users have large problems, the domain is digital and verifiable, and they use free, paid or internal systems.
## Impact on AI Startups
Founders selling AI tools face a business problem: their target audience is only 20 million people worldwide.
## Consequence for Founders
AI products get written off by non-experts or oversold to investors who've never used advanced AI tools.
## What Happens Next
The honest move for founders is to find someone in the 5,000-person group before writing a check or roadmap.
## Key takeaway

Andrej Karpathy explains that only 20 million people use advanced AI tools professionally, while 6 billion have barely touched AI.