Tag: HCI

Showing 1-3 of 3

May 24, 20269 min readSecurity BoundaryIntermediate120 min build

Detecting and mitigating 'banal deception' in generative AI: a rapid audit and rollout checklist

A practical guide to spot subtle AI nudges—run a 30–120 minute audit, add provenance labels and a confirmation tap, then roll changes in a 5–20% canary with clear abort rules.

deception generative-ai hci ux dark-patterns

+3 more

TutorialsFrance

Open

May 19, 20266 min readTooling Deep DiveIntermediate180 min build

Task-Focused AI Interfaces: Practical Alternatives to the Chatbot-First Paradigm

Shows how the chatbot-default reshapes social, legal and environmental systems. Presents a practical guide and 3‑hour prototype for task-focused AI with provenance, checks, and rollout metrics.

AI design interfaces chatbots HCI governance

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accountability deployment provenance

Model BreakdownsUnited Kingdom

Open

Feb 06, 20267 min readAgent PlaybookIntermediate5 min build

InterPReT: Interactive policy restructuring enables laypersons to train more robust imitation policies

InterPReT lets lay users restructure a policy via instructions and continue training from demonstrations. In a 34-user racing game study it improved robustness without hurting usability.

imitation-learning human-in-the-loop interactive-training hci interpretability

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ml-systems arxiv-2602.04213