Knowledge-Management

Adapt Karpathy's viral LLM Wiki pattern for legal education — drop in your outlines, let Claude Code build a cross-referenced knowledge base, and publish it as a browsable site with Quartz.

Cleary acquired an AI company. A&O Shearman and Freshfields co-develop with AI labs and share the revenue. Latham subscribes and builds on top. Three strategies, three very different risk profiles.

Corporate legal departments are done paying law firms to relearn what they already taught them. AI-powered knowledge management is turning institutional memory into a weapon against duplicate billing.

Every other industry rewards productivity. The billable hour punishes it. AI is forcing that contradiction into the open.

Ten research-grounded predictions for legal AI through the end of 2026 — from the first disbarment for hallucinated citations to the collapse of point-solution vendors to the pricing collision between AI-enabled firms and their clients.