New music video based on Moby-Dick | AI expands users’ tasks compared with traditional search, but provides narrower information results | AI dashboard visualizations help therapists spot trends hidden in session notes | How to elicit tacit knowledge to build AI workflows | A16Z awarding fellowships to design engineers

Condensed presentation of Jakob Nielsen’s 10 usability heuristics in infographics that explain what each heuristic means and show design patterns that support the heuristics as well as anti-patterns that undermine usability by violating the heuristics.

User researchers as role-playing game classes | AI posture recommendation feature in Huawei Pura 90 phones | AI helps teaching assistants provide better feedback to students | AI as a metacognitive coach | Recommending an entertaining short AI film | SpaceX’s plan for 100 TW orbital compute | New Chinese video model Happy Horse from Alibaba

Standard usability testing uncovers interface flaws, but deprivation studies reveal if a product should exist at all. By intentionally forcing users to abstain from software, we expose hidden dependencies, useless ghost features, and duct-tape workarounds, providing empirical data to ruthlessly declutter bloated interfaces and maximize true utility.

Claude Design | AI Does User Testing | AI Use Crosses 50% | GPT-Images-2 | GPT 5.5 | DeepSeek 4 Summary: Claude Design should be used differently than canvas-based design tools | AI conducts user testing and can now see what’s happening on the screen | For the first time, more than 50% of employed Americans use AI at work | OpenAI recaptures leadership in AI image generation with new, highly accurate model | Two upgraded AI models, GPT 5.5 and DeepSeek 4

Employer encouragement predicts workplace AI adoption almost 5x more strongly than training or tool provision alone. This 10-step playbook shows design leaders how to build a culture where AI adoption happens naturally, without mandates, surveillance, or wasted training budgets, while avoiding the cybersecurity pitfalls of “Shadow AI.”