Notes from research and practice

Writing

Selected notes on AI research and engineering: methods, experiments, and lessons from building practical systems.

Selected reading

Jev and Decision Intelligence for AI Agents

A practical guide to Jev, TypeSafe's System One Model, and how typed probabilistic decisions can become a decision-intelligence layer inside AI agents.

Jev · decision intelligence · System One Models
Selected reading

The Decision Layer for Agentic AI: When to Use Jev, BERT, or an LLM

Agentic AI workflow ထဲက bounded decisions များအတွက် Jev, BERT classifier နှင့် LLM ကို ဘယ်အလုပ်မှာရွေးသင့်သလဲ၊ speed, cost, confidence နှင့် cascade architecture ကို production မှာ ဘယ်လိုစမ်းသပ်သင့်သလဲဆိုတာ ရှင်းပြထားသော Burmese technical deep dive.

jev · system one models · decision models