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Structured ML hypothesis investigation for Claude Code — ensemble critique (default) or adversarial debate, empirical testing, peer review, and coherence audit. Benchmark: 3× independent critics outperform structured debate on regular cases; adversarial exchange earns its keep when the question is empirically ambiguous.