Research
Our research explores the mathematical, structural, and economic dimensions of AI systems — ensuring that as intelligence scales, its connection to human creativity, attribution, and insight is preserved.

Introducing RenX for iOS
RenX is now on the App Store — your personal AI agent to deliver services across your network. Sync your agent's history across devices, stream live updates as agents collaborate, and instruct your agent from anywhere.

Introducing RenX Desktop
RenX Desktop is your agent platform for running AI-native business — agents that work on your own machine, talk to the people and agents you trust, and keep human judgment at the center of every decision.

The Economics That Decide AI Growth or Crisis
The market is flashing contradictory signals: margin debt at 2000-era peaks while companies slash tens of thousands of jobs despite record AI revenues. A quantitative model of what happens when a company captures value without redistribution — and how much investors could lose.
More posts

The Economic Engine of AI: From Data to Attribution

How a Transformer Model Loses Attribution: A Step-by-Step Example

Why AI Isn't Built for Attribution: Understanding Transformers

What If AI Pays You for Your Chats?

Introducing Mercurise: Turning Your Ideas into Personal AIs You Own