TAAPAAI 2026
Trust, Autonomy and Accountability in PKG-Based Agentic AI 2026

Table of Contents

• Preface
  Summary: There were 10 submissions to this workshop. After desk rejection, 7 papers were submitted for peer review. Out of these, 6 papers were accepted for this volume.

Research Papers

• Personal Agents and Conversational Memory
  Sungeun An, Anna Lisa Gentile
• Life Events as a basis for PKG Agent Friendly Registries
  Aisling Third, John Domingue
• Toward Trustworthy Personal AI: A Sovereign Agentic Web Architecture Using Solid, Federated Learning, and Personal Knowledge Graphs
  Fernando Spadea, Lorenzo Carta, Abhirup Dasgupta, Md Saikat Islam Khan Bappy, Oshani Seneviratne
• Trustworthy Agentic AI via Privacy-Preserving Synthetic Data: Lessons from Financial Tabular Data for PKG Systems
  Oshani Seneviratne, Michael Zuo, Inwon Kang, Stacy Patterson
• Explanation as Evaluation: Using explanation quality to measure AI system performance
  Paul Groth, Michael Cochez, Michel Dumontier, Fajar J. Ekaputra, Monica Palmirani
• Semantic Provenance and Policy-Aware Explanations for Agentic Coding Systems
  Peb Ruswono Aryan, Fajar J. Ekaputra