Epoch AI: GPT-6 Astra framed a too-low token budget as a key finding
Epoch AI notes that when GPT-6 Astra ran autonomous experiments, it set the agents' token budgets too low and reported this mistake as a key finding on "sensitivity to the acquisition budget."
For example, GPT-6 Astra ran an experiment exploring why AI agents fail to learn with practice. It set AI agents’ token budgets too low. Instead of treating this as a mistake, it reported “sensitivity to the acquisition budget” as a key finding.

Can AI automate Epoch? We're introducing Epoch Automation Reports to evaluate frontier models on realistic, open-ended tasks drawn from our own work. Claude Fable 5.1 and GPT-6 Astra lead, yet they are far from fully automating Epoch’s work.
