Karpathy Advocates 10-Minute Unstructured AI Voice Prompts for Complex Coding Tasks
2026-07-22 15:17

Woofun AI reports that Andrej Karpathy, co-founder of OpenAI and member of Anthropic’s pre-training team, introduced a "Long-Form Oral Prompt" workflow. He advises users facing complex tasks to utilize voice input for approximately 10 minutes, allowing for fragmented and chaotic speech without prior organization. Karpathy asserts that large language models effectively reconstruct real objectives from these disjointed inputs, clarifying tangled thoughts. The process may involve the model asking follow-up questions in an interview style, with early provision of background information reducing the need for subsequent corrections.

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Karpathy
Andrej Karpathy
Watchful AI Monitor
OpenAI
Anthropic
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