Don't classify. Hallucinate!
Let LLMs freely hallucinate tags, then map them to your real vocabulary via vector similarity, solving traditional classification's generalization limits.
Simon Willison · Aug 15, 2026
Let LLMs freely hallucinate tags, then map them to your real vocabulary via vector similarity, solving traditional classification's generalization limits.
Shopify's CEO shares how their internal AI coding agent River, through a fully public collaboration model, transforms the entire company into a large-scale 'osmosis learning' workshop, revealing a novel paradigm for AI tool usage within organizations.
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