Independent AI product publication

Technology is moving fast. Context has to move faster.

Interface Report covers AI products, agents, Human–AI interaction, design, engineering and the business decisions behind them — with source-first reporting and practical analysis.

Featured analysis · Human–AI

The AI product interface is becoming a control surface, not a chat box.

As agents take action, good UX shifts from prompting toward intent, permission, progress, interruption and recovery.

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Editorial

Latest

All stories ↗

Human–AI7 min

Intent, permission, progress and recovery: the four states agent UX cannot skip.

A practical model for products that act on a user’s behalf.

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AI Products6 min

What makes an AI product feel trustworthy before it feels intelligent.

Trust is not a tone-of-voice problem. It is an interaction architecture problem.

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Design & UX8 min

A field guide to agent UX: what the interface should reveal, ask and remember.

A reusable pattern set for uncertain, asynchronous and tool-using systems.

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Desk signals

What we track

Our coverage ↗

AI ProductsWhere product value ends and model capability begins.Coverage lane

AgentsAutonomy, permissions, orchestration, failure and recovery.Coverage lane

DesignInterfaces for uncertainty, trust, context and human control.Coverage lane

BusinessWhat ships, what scales and what founders can actually defend.Coverage lane

Coverage map

Topics

AI ProductsProducts, workflows, evaluation and product strategy ↗AI AgentsAutonomy, tools, orchestration and agent experience ↗Human–AITrust, control, transparency and interaction ↗Design & UXSystems, patterns, interfaces and product quality ↗EngineeringInfrastructure, evals, tooling and implementation ↗Startups & SaaSLaunches, operating models and product business ↗