Topic
Architecture
2 pieces
Framework May 2026
The Half-Life Curve
A reading instrument for AI system reliability — how to think about the gap between demo capability and deployment capability, and what flattens the curve.
Research Jun 2025
The AI Endurance Test: Why Task Half-Life Is a Strategic Imperative
AI systems demonstrating brilliant capability on specific tasks remain brittle when run continuously. Recent empirical work proposes a useful framework for the pattern — and a clearer view of which AI companies become structurally defensible.