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: Master Base Models Before Pushing AI Agents(4 posts)→
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