Robotics AI can't copy the LLM playbook: 5% error rates kill the product

carlosdponx · x · 2026-09-19

The author argues robotics AI differs fundamentally from LLMs: chat and coding can tolerate 30% success rates because retries in a loop still extract value, but nobody accepts a robot that throws your smartphone in the trash 5% of the time while "tidying up" — the lazy default of not cleaning beats that risk. His conclusion: nail specific tasks first and expand from there, unlike the broad-bet approach that worked for software AI.

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