augstentatious/TRuCAL
TRuCAL: Truth-Recursive universal Correction Attention Layer An open-source PyTorch toolkit for real-time AI alignment and adversarial robustness. TRuCAL works via recursive attention masking, entropy-based vulnerability detection, and coherence loops to mitigate hallucinations and deceptive outputs without retraining. Maintained by The Clean Room.
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MIT
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Last pushed
Dec 17, 2025
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