PhD Symposium

The Indistinguishability Threshold: measuring cognitive vulnerabilities to AI-generated disinformation.

Main HubWebSci 2026

About

This page gathers the program-level context for the symposium contribution and links to the currently published artifacts that already support the larger research agenda.

Related artifacts

JudgeGPTMeasures human vulnerability and detection limits.Origin LensProvenance-oriented mitigation infrastructure.RogueGPTControlled synthetic stimulus generation.verification-crisisExpert perspectives on mitigation and reproducible provenance.CRED-1Credibility infrastructure and source-level signals.

Relevant published links

Blessing or Curse?Survey background for the overall agenda.Industrialized DeceptionSystemic effects of LLM-generated misinformation.Eroding the Truth-DefaultHuman susceptibility and indistinguishability dynamics.The Verification CrisisExpert survey on detection skepticism and provenance preferences.Origin LensProvenance-oriented mitigation artifact.CRED-1Domain credibility dataset for automated pre-bunking.