TypeSafe AI announced Jev this week, and the interesting question isn’t whether it can replace frontier models. Enterprises already route around expensive models when they don’t need them – smaller models for simple tasks, escalation for harder ones, deterministic code for what needs no model at all. Classifiers have handled bounded decisions for years. IfContinue reading “Rethinking Enterprise Architecture with Jev”
Author Archives: Vijay Vijayasankar
When Exploitation Becomes Abundant
From AI-Augmented Capitalism to the Race Between Frontier Creation and Rent Extraction For 250 years, capitalism has gotten progressively better at exploiting what it already knows. AI may compress the useful life of some forms of advantage, but not necessarily the advantage of the firm itself. Capitalism has repeatedly reinvented itself around new forms ofContinue reading “When Exploitation Becomes Abundant”
Every Lesson Creates Another Judgment
A service starts timing out intermittently after a routine deployment. Nothing looks particularly alarming. The deployment itself appears clean, the underlying systems are healthy, and latency has increased but not enough to trigger the usual alarms. An engineer eventually notices that the slower requests are interacting with a retry policy. The policy is perfectly sensibleContinue reading “Every Lesson Creates Another Judgment”
