Volume 3, Issue 1

Human–Technology

12 Mar 2026

pp. 5–34

Trust Calibration in Human–AI Decision Support: Confidence Displays, Failure-Mode Explanation and Appropriate Reliance

Olivia Whitmore, Hannah Beaumont, Marcus Doyle

Confidence displays improved appropriate reliance only when paired with an explanation of the model's failure modes.

Emerging Technologies

26 Feb 2026

pp. 35–66

A Reference Architecture for Industrial IoT Data Governance: Provenance, Retention and Cross-Plant Access Control

Ethan Hale, Aisha Rahman, Nils Bergstrom

A governance reference architecture evaluated across four manufacturing deployments, with emphasis on provenance and retention.

Computing & Software

05 Feb 2026

pp. 67–96

Static Analysis Signals as Predictors of Post-Release Defects: An Empirical Study of 1.2 Million Commits

Grace Russo, Brian Whitfield, Karen Lindqvist

Only three of eleven commonly reported static-analysis signals carried predictive value once change volume was controlled.