Philipp Schmid 3/10/2026

How Autoresearch will change Small Language Models adoption

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This article details the concept of 'autoresearch,' where an AI agent autonomously edits training code, runs experiments, and iteratively improves small language models based on a defined metric. It highlights real-world examples from Andrej Karpathy and Shopify's CEO, showing significant efficiency gains. The piece explains the technical constraints, workflow, and importance of a robust evaluation set for applying this method to model optimization.

How Autoresearch will change Small Language Models adoption

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