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AI Delivers Mediocre Results—By Design. So How Do You Stand Out? | MetaLab CEO Luke Des Cotes

Feb 20, 2026
Luke Des Cotes, CEO of MetaLab and veteran designer behind early Slack and Coinbase interfaces, argues that AI often delivers average results. He discusses why design, proprietary data, and hard real-world work can create moats. Short takes cover model commoditization, faster prototyping with AI, the scarcity of zero-to-one designers, and concerns about kids and always-on tech.
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AI Tends Toward The Average

  • AI models today tend to produce the average of their training data, which yields mediocrity by design.
  • Luke Des Cotes argues great products must aim beyond average through design, taste, or proprietary data.

Design As The Differentiator

  • Differentiate products by creating emotional resonance, not just by wrapping an LLM.
  • Use design to evoke joy, awe, or inspiration so users feel something uniquely memorable.

Windsurf Rebrand Example

  • MetaLab rebranded Windsurf, a fast-growing code assist tool, to make it feel alive and distinct.
  • The project shows how branding and product design can set an AI product apart from big-model competitors.
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