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Ia Officer Conducted 700 Experiments in Two Days to Improve a Language Model

Summary by Korben
Andrej Karpathy, former OpenAI researcher and former IA manager at Tesla, let an IA agent run for 48 hours on a small language model. Result: 700 experiments, 20 optimisations retained and a gain of 11% on the training time. The principle of self-research But what is this concept of self-research? Well, the operation is quite direct: an IA agent receives a training script of 630 lines in Python and a fixed calculation budget of 5 minutes per exp…
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Andrej Karpathy, former OpenAI researcher and former IA manager at Tesla, let an IA agent run for 48 hours on a small language model. Result: 700 experiments, 20 optimisations retained and a gain of 11% on the training time. The principle of self-research But what is this concept of self-research? Well, the operation is quite direct: an IA agent receives a training script of 630 lines in Python and a fixed calculation budget of 5 minutes per exp…

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Korben broke the news in on Monday, March 23, 2026.
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