SEC-bench Pro to Expand with Linux Tasks

LingmingZhang · x · 2026-07-11

SEC-bench Pro was used in the latest OpenAI model evaluations, indicating that the benchmark is entering broader practical testing scenarios.

The author mentioned that this update will add Linux tasks, with the related paper dropping next week. Harder, long-horizon cybersecurity tasks will also be continuously added in the future.

Additionally, Jiawei Liu stated that 5.6 Sol uses subagents to help find bugs and speed up feature releases, calling SEC-Bench Pro a clean benchmark they internally love using to measure a model's test-time scaling capabilities.

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