In 2026, users scan via AI summaries and Z‑axis depth in spatial interfaces. The F‑pattern is dead. Headers must be factual, not clickbait. Interfaces must feel alive and responsive.in 2026, scanning is AI‑driven and spatial. Headers must be facts. Interfaces must feel alive.2026 scanning: AI‑driven, spatial. Headers = facts. Interfaces must feel alive.2026 scanning: AI‑driven, spatial. Headers = facts.2026 scanning
Using the TAC-10 for Screening and Data Cleaning
The TAC-10 (Technical Activity Checklist) is a 10-item measure of tech savviness. Beyond its primary use, researchers can also use response patterns to screen for inattentive or problematic respondents. In a large dataset (n=4,731), 87% of respondents showed plausible patterns (matching Guttman scaling or close variants), while clearly implausible patterns accounted for only 0.5%. Implausible patterns include inverse Guttman (e.g., selecting hard activities but not easy ones) or patterns starting with "01" (e.g., setting up a phone but not installing an app)
Experience: AI-created document fatigue - how I designed my way out of it
The author built a voice-first app called ARC to review Google Docs hands-free — listening, navigating, and adding comments by voice, without staring at a screen. Built with AI Studio and Claude Design, it lets him work on walks, not just at a desk
AI: How To Make Your Design System AI-Ready
Practical guide on how to reduce drifts, minimize mistakes, maintain context, and improve the quality of AI-generated prototypes. Brought to you by Design Patterns For AI Interfaces, **friendly video course on UX** and design patterns by Vitaly
NNG:
The Four Design Jobs AI Created (So Far)
"AI design" is one label but has forked into four different types of work
The Hidden Why: Behavioral Economics for UX
Use behavioral-economics frameworks to uncover hidden friction in your experience and design UX solutions that better support user action
🎥 Atomic Research: Small Insights, Big Impact
Atomic research breaks user research into small, evidence-backed units to improve analysis, repository organization, and cross-team collaboration
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