Rieseberg: Specialized AI wrapper apps won't survive as models generalize
Felix Rieseberg · Anthropic’s Felix Rieseberg on AI Coworkers, Local-First Agents, and the Future of Knowledge Work · Mar 17, 2026 · at 25:29
Felix Rieseberg, an engineer at Anthropic working on Claude Cowork, discusses whether building extensive UI and workflow scaffolding for AI models is viable long-term.
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“I think we're going to see a lot of like applications and companies that do very impressive things with AI that in the short term might seem very effective because they're very specialized to individual use cases. But I think once models get better at generalization and get better at like those specific use cases without being super guided on those, I'm not sure how long that's going to stick around.”
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