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Tag: Knowledge Management (3 articles)

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

Learning on the Shop floor

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.

Simon Willison · May 11, 2026

LLM Powered Autonomous 智能体s

LLM powered autonomous agents combine planning, memory, and tool usage, showcasing their potential in handling complex tasks and indicating a significant shift in work methodologies.

Lilian Weng · Jun 23, 2023