#

deterministic-grader

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Rohitchandramouli / witness-stand

Adversarial AI system to test and improve reliability under real-world pressure

docker reinforcement-learning multi-agent audit-trail adversarial-training fastapi huggingface grpo llm-alignment epistemic-integrity openenv prior-statement-consistency expert-persona deterministic-grader

Updated Apr 28, 2026
Python

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