- Essays··13 min read
Your AI Doesn't Discover Anything. Here's the Math That Proves It.
A new MIT preprint draws the line between search and discovery in category theory, and one empty set turns out to be the formal wall most agent stacks will never cross. Searching harder inside a fixed vocabulary is a different operation from minting a new one.
category-theoryai-discoveryagentic-systemsprovenanceRead - Essays··4 min read
Agent teams will beat human teams
Mozilla's Mythos shipped 423 security fixes in a single month after fifteen months of human-pace trickle. The bottleneck was organisational friction all along. Agent swarms are now proving the point in production, and the maths is merciless.
agentic-systemsorganisational-frictionsecurity-debtenterprise-automationRead