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GPU puzzles environment by Sasha Rush using modal sandboxes
Algorithms (Sedgewick & Wayne) textbook environment
Bio-Circuit Verifiers v1 harness with pinned MCP and extended tool timeouts
Evidence/holdout causal-circuit, rediscovery, and restoration tasksets
Restore Qwen3-4B outputs after hidden feature corruption
Rediscover causal Qwen3-4B circuits for named semantic goals
FrontierScience benchmark for PhD-level science problems across physics, chemistry, and biology