3 papers
cs.HC2026
Addressing the Synergy Gap: The Six Elements of the Design Space
Tommaso Turchi, Ben Wilson, Matt Roach +2
AI is now embedded in healthcare, finance, policy, and many other domains, yet genuine human-AI synergy - combined performance that exceeds what either party achieves alone - is un…
cs.HC2026
Humanwashing -- It Should Leave You Feeling Dirty
Ben Wilson, Matimba Swana, Peter Winter +1
The phrase 'human in the loop' is increasingly used to imply a sense of safety in relation to AI decision systems. It shouldn't. There are contexts where it can be applied appropri…
cs.CY2025
Talking Back -- human input and explanations to interactive AI systems
Alan Dix, Tommaso Turchi, Ben Wilson +2
While XAI focuses on providing AI explanations to humans, can the reverse - humans explaining their judgments to AI - foster richer, synergistic human-AI systems? This paper explor…