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Coverage topic

Human–AI

Trust, control, transparency, evidence and interaction patterns for systems where people work with AI.

October 2026 · New analysis

New in Human–AI.

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Human–AIOct 8

Undo is the feature agent products still lack

Agent interfaces are designed for starting work. Few are designed for stopping it or taking it back, and a single undo button gives false control.

Updated Sep 21, 2026

From the desk

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Human–AISep 21

AI incident disclosure is becoming part of the product trust layer.

Incident records make behavior, impact, uncertainty and mitigation inspectable.

Human–AISep 12

Permission UX is becoming the real AI safety interface.

Scope, consent and temporary access become core interaction states.

Human–AISep 12

The new AI trust loop is answer → inspect → challenge.

Evidence provenance is becoming part of the interaction.

Human–AISep 11

The AI product interface is becoming a control surface.

Intent, permission, progress and recovery for agentic products.