METR Blog

Measuring Automated Kernel Engineering

We measured the performance of frontier models at writing GPU kernels. With a small amount of scaffolding, we found that the best model can provide an average speedup on KernelBench of 1.8x.

METR Blog

Details about METR's preliminary evaluation of DeepSeek-V3

We evaluated DeepSeek-V3 for dangerous autonomous capabilities and found no evidence of dangerous capabilities beyond those of existing models such as Claude 3.5 Sonnet and GPT-4o. We also confirmed that its performance on GPQA is not due to training data...

Entities: Claude

OpenAI Evaluation Filter

OpenAI o3-mini System Card

This report outlines the safety work carried out for the OpenAI o3-mini model, including safety evaluations, external red teaming, and Preparedness Framework evaluations.

Topics: Safety Evals

Entities: Safety EvalsOpenAI

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