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OpenAI: gpt-oss open-weight reasoning and tool-use resource

Contribution grade

Vision, robotics, reasoning and inference systems · Human-designed research method or resource

Reference score80,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Released open-weight expert reasoning models with quantized expert weights, variable-effort reasoning, tool-use training and accompanying inference implementations and tokenizers.

Scientific scope

Released open-weight expert reasoning models with quantized expert weights, variable-effort reasoning, tool-use training and accompanying inference implementations and tokenizers. One original two-size system/resource contribution, not new invention of MoE, GQA, RoPE or quantization. Weight memory figures are not complete runtime resource requirements; visible reasoning and default evaluations do not guarantee safety or faithful internal explanations.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. One original two-size system/resource contribution, not new invention of MoE, GQA, RoPE or quantization. Weight memory figures are not complete runtime resource requirements; visible reasoning and default evaluations do not guarantee safety or faithful internal explanations.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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