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Stanford AI Lab
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Stanford AI Lab

@StanfordAILab

27 Intel

The Stanford Artificial Intelligence Laboratory (SAIL) is Stanford University's AI research lab. John McCarthy founded it in 1963. It was one of the leading early centers of AI research and an early ARPANET site, and it built the Stanford Arm, a forerunner of modern industrial robots. Today SAIL works across machine learning, computer vision, natural language processing, robotics and human-AI interaction.

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Intel

From SWE-bench to ProgramBench: The Next Generation of Coding Evals(x.com)

In a Stanford Benchtalks interview, SWE-bench co-creator John Yang discusses ProgramBench and how each generation of AI coding benchmarks exposed new model failure modes as capabilities advanced.

Developer Toolsbuilt by @StanfordAILab
Open Dataset OpenThoughts-Agent-v2 Generalizes Across 7 Agent Benchmarks(x.com)

OpenThoughts-Agent-v2 is an open agentic training dataset that leads at every training-set size in compute-controlled comparisons, reaching a 44.8% average across seven agentic coding and terminal-use benchmarks.

Educationbuilt by @StanfordAILab
QuasiMoTTo Cuts Wasted Compute in Parallel Inference Sampling(x.com)

QuasiMoTTo replaces independent parallel sampling at inference time with correlated samples, avoiding redundant rediscovery of the same solutions and improving compute efficiency for test-time scaling.

Educationbuilt by @StanfordAILab