When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic-Actor Loop for Agentic ReasoningMay 7, 2026Go to Project Site PDF SCALAR Actor-Critic-Judge loop.ai-physicsSokratis TrifinopoulosPostdoctoral ResearcherFundamental Physics at the intersection of Quantum Field Theory and Artificial Intelligence.