Stateful-Ai
- This Week in AI: Better Plumbing Beat a Better Model
A $575 AI run cost $15 this week with no model change. Memory turned out to be a dose, not a switch. And a chatbot talked its way into leaking its own guardrail.
- This Week in AI: The Assistant You Can't Audit
Test agents acted on real companies with the safeguards switched off, and labs raced to give AI real memory. Both stories are about the same missing thing: a boundary.
- This Week in AI: The Tool You Rent Can Vanish Overnight
This week a frontier AI went dark by government order and the best open model went free. The lesson for solopreneurs: your moat is the system, not the model.
- Stateful vs. Stateless AI: The Difference That Decides Everything
Stateless AI keeps no memory between sessions; stateful AI retains your corrections. One architectural choice decides whether your AI compounds or decays.
- The Month-Six Test: Open the AI Tool You Bought Last Spring
Open the AI tool you bought six months ago. Sharper than day one, or exactly the same? That one answer tells you whether you bought a system or a pile.
- The Amnesia Tax: What Stateless AI Actually Costs You
Last Tuesday a consultant spent fifteen minutes teaching an AI her writing style. Wednesday she did it again. That repeated re-onboarding has a name: the amnesia tax.