Raag Gautam

SocialBeliefTrace: Inspectable Belief Provenance for Misinformation-Aware Social Agents

SocialBeliefTrace is a tick-based evaluation harness for misinformation-aware social agents. It provides schema-versioned JSONL traces, twenty diagnostic scenarios, and metrics for need satisfaction, trust drift, calibration, source sensitivity, belief decay, gossip, and spread....