Karpathy says the AI industry is forcing agents too early and ignoring the base model
FinanceYF5 · x · 2026-07-21
Andrej Karpathy’s message, as quoted here, is that the AI industry is pushing agents too early.
- He argues people still do not really understand the underlying models, yet are already forcing agent workflows.
- The post frames this as a mistake OpenAI also made in 2016, supposedly costing five years.
- The takeaway: focus on mastering the base model and building the product foundation first; agents should emerge naturally after that.
The image repeats the same argument in a slide-like format: understand the model first, build product fundamentals before demos, and do not treat the agent as the product.
Related event: Karpathy Warns Against Rushing AI Agents Before Mastering Base Models(5 posts)→
More from AGI Musings
- GiveDirectly pilots an optional AI chatbot alongside cash aid in Rwanda — NathanpmYoung · 2026-10-27
- Ex-Anthropic employee essay: the org optimizes for power 'constrained by being seen as the good guys' — RichardMCNgo · 2026-10-27
- Investor: model version numbers are a mirage, only datacenter margins are real — StewartalsopIII · 2026-10-27
- WSJ Op-Ed: For Anthropic Share Offering Investors, a 10% Extinction Chance May Be a 90% Portfolio Win — davidmanheim · 2026-10-27
- WSJ: for Anthropic investors, a 10% extinction chance may still be a 90% portfolio win — peterwildeford · 2026-10-27
- Simile, the AI human-simulation startup, raises $300M+ at $2B valuation with 85%+ behavior prediction — joon_s_pk · 2026-10-27