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Oversight Foundations Blog

We are training Oversight Foundation Models. If you're excited to contribute, please apply to join our team.

November 6, 2026

Scaling Laws for Finetuning Effect Prediction

Oversight models can predict how finetuning changes a subject model's behavior

August 20, 2026

Scaling Activation Oracles to Trillion-Parameter Models

Oracles improve with model size, data size, and data quality

August 19, 2026

Scaling Laws for Exact String Elicitation

Elicitation ability follows predictable power laws

July 28, 2026

Foundation Models for Oversight

A vision for training a foundation model that formalizes, tests, and answers questions about AI model behavior

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