Blog
TrustAI structure
The whole system as one self-improving loop — context, user interaction, and offline self-improvement — in a single animated diagram.
Our browser agent benchmarks
How TrustAI compares to Dex, Gemini Spark, Claude Cowork, and Claude for Chrome across web search, personal context, and automations.
Thoughts on Interaction Models
A research agenda for interaction models — dreaming, fetching, and knowing when to interrupt. Password-protected.
Muon
What Muon is actually doing, why it works, and what my experiments suggest about spectral optimization.