Thermodynamic Quantity Theory of Credit（TQTC）

Independent AI & Control research studio in Tallinn, Estonia. Research in epistemic stability, AI safety, and financial system modeling.

Framework-agnostic vision toolkit for training and evaluation

MetaNet: test-time weight editing with adaptive scope expansion and accept/reject rollback that improves models under distribution shift without labeled data

Serverless canary detection for files and URLs (Cloudflare Workers + KV)

This project helps make DMARC setup and checks easier.

MTA-STS

data plot