Vol. 8 No. 2 (2026)

Articles

• Measuring Explanation Faithfulness in Post-Hoc Model Interpretation Frameworks

  Gregory Ashford, Celeste Rivenhall

  1-5

  • PDF

• Measurement and Validation Standards for Context-Rich Conversational AI Systems

  Marcus Ellingford, Helena Carrowell

  6-10

  • PDF

• Behavior of Dynamic Memory Grant Thresholds in Oracle PGA Allocation Frameworks

  AmeliaWexford, Daniel Armitage

  11-15

  • PDF

• Trust Alignment Mechanisms for Distributed AI Operating Across Jurisdictional Data Zones

  Marcus Haverstone, Eliza Wynthorpe, Callum Redfield

  16-20

  • PDF

• Balancing Control and Expressivity in High-Dimensional Generative AI Systems

  Adrian Whitford, Eleanor Markham

  21-25

  • PDF

• Learning-Based Argumentation Frameworks for Structured Reasoning in Domain-Specific AI

  Elena Warren, Darius Campbell

  26-30

  • PDF