Analysis10 min
The Two-Year Cliff: How to Manage AI Knowledge That Expires
Gartner says the half-life of technical skills will shrink to two years by 2030. For AI agent knowledge, we're already there — and the organizational systems most teams use to manage it weren't designed for a domain that resets every 18 months.