heuristic-learning

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Self-owned TerminalBench 2.0 coding-agent harness with a Rust Worker, Harbor/verifier-grounded evaluation, and guarded Heuristic Learning.

Agent-native framework for heuristic eval feedback loops, evidence, decisions, and eval assets.

Adaptive Cognitive Engine (ACE) v0.1: Re-architecting experiential learning via embodied AI.

Atari Pong heuristic learning experiment: 100 Codex-guided iterations produced a policy that completed evaluation with a perfect 30-0 record.

codex heuristic-learning

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