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Karpathy says users experience increasingly different levels of AI capability

What's this about?

His October 11 post contrasts casual free-chat use, professional coding/math agents and internal frontier systems. Population figures are explicitly rough estimates, not survey findings. He argues model tier, task size and uneven domain progress explain conflicting impressions.

What exactly is frontier model?

A model near the current capability limit; access and configuration can differ between public products and internal research systems.

What's the community saying?

X: Karpathy 23,873 likes; Dotey 385; Mollick 436
  1. Free-tier chat and professional agents can produce very different impressions.
  2. Dotey challenges the rough estimate of professional users as too high.
  3. Mollick asks why advanced systems remain concentrated on cyber, math and AI R&D instead of other fields.
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