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  1. cai-vs-rlhf-social-modulation cai-vs-rlhf-social-modulation Public

    Comparative evaluation of Constitutional AI vs RLHF guardrail robustness under sustained socially conditioned multi turn red teaming. Documents social modulation mechanism..

    1

  2. hinglish-prompt-injection-detector hinglish-prompt-injection-detector Public

    Lightweight hybrid defense against stealth prompt injection in Hinglish. Combines a 22‑rule Contextual Guard with an L12 SVM classifier. 98.4% detection on stealth benchmarks, 0.6% FPR, CPU‑only.

    Jupyter Notebook 1