⚠️ LLM Hallucination Detection & Safety

AI Second-Opinion Discrepancy Simulator (3D)New📱A full 3D reconciliation arena where an independent physician judgment and an independent AI… Medical LLM Hallucination Identification Game SimulatorNewThis interactive game helps users identify instances of 'hallucination' or inaccurate… LLM Confabulation Risk by Query Complexity SimulatorNewThis simulation examines how the complexity and length of queries influence the risk of an… Fact-Checking Layer for Clinical LLM Output SimulatorNewAn additional layer for verifying the accuracy of clinical AI responses before they are… Physician-Reported LLM Error Pattern SimulatorNewA simulator that categorizes patterns of errors reported by physicians based on risk type. LLM Source Citation Verification SimulatorNewA tool for verifying the reliability of sources cited in medical AI-generated responses. Retrieval-Augmented Generation Medical Accuracy SimulatorNewAn enhancement to medical AI response accuracy through a Retrieval-Augmented Generation… Clinical AI Uncertainty Communication SimulatorNewA method for communicating the level of uncertainty in AI clinical model recommendations to… AI-Assisted Second Opinion Discrepancy Flagging SimulatorNewA tool for flagging discrepancies between a physician's recommendation and an AI second opinion.