Signals

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Signals

How to keep a small business ahead of AI

Small businesses are told to adopt AI by people selling one course at a time. Over coffee with Ivan Kaye of Referron, we sketched something better on a napkin: a learning collective that keeps you ahead for years, not an afternoon. Here is how it works.

Signals

Why tokenmaxxing folded — and what it means for your AI operating model

Tokenmaxxing — the belief that heavy AI usage equals enterprise value — just folded its tent. Here's what the correction means for your AI operating model, and how to route frontier models only where they earn their price.