2026.01.22

A new Smashing Magazine piece argues that as AI systems take multi-step actions on a user’s behalf, UX research has to evaluate autonomy, permissions, and responsibility — not just interface usability.

A new breakdown explains how Demand Gen’s creative and audience controls can complement Performance Max’s conversion engine for ecommerce advertisers.

LogRocket argues that task queues help AI agents retry safely under rate limits while preserving execution context.