Future of UX | Your Design, Tech and User Experience Podcast | AI Design #144 Something Big Is Happening with Matt Shumer: Agentic AI, Hype & What UX Designers Should Really Do
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Feb 19, 2026 A viral AI essay is unpacked, debating whether models are becoming autonomous agents or just hype. The conversation explores agentic AI that plans and executes work, reasons the piece spread fast, and varied expert reactions from optimism to skepticism. Practical design changes, career tactics for experimenting with top models, and why human judgment still matters are highlighted.
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AI As A Phase Change
- Matt Shumer argues AI has undergone a phase change from assistant to autonomous executor.
- He claims models can plan, execute, test, and iterate complex projects without constant human supervision.
App Built While He Walked Away
- Matt Shumer describes asking an AI to build an app and returning hours later to find it built, tested, and iterated.
- The AI even opened the app, clicked through it, evaluated issues, and fixed them before presenting it.
AI Helping Build Smarter AI
- Shumer suggests current models help build the next generation of AI by debugging and analyzing training runs.
- That feedback loop could make progress compound rather than proceed linearly.