Research
Papers on TAI, monetization, and the answer layer.
How the informational web gets paid and credited inside the AI answer layer - the protocol, the tools, and the thinking behind Talk AI (TAI).
White paper
Monetizing the Informational Web
Your ad model is dying to the AI answer layer. TAI is the channel that makes you a paid, attributed participant in it - starting from the structured data you already publish.
Read the paper →Guide
site2tai - no LLM, no rewrite
Convert an existing site into a working, deterministic TAI service by reusing the schema.org data you already ship for Google. Minutes of work, pennies to run.
Read the paper →Overview
The TAI Protocol
What TAI is, how category-first addressing works, why the trusted path uses no DNS, and the commitments the protocol is built on - an orientation to the standard.
Read the paper →