Orchestrated Multi-Model AI System

Start here

The research, the software, and the writing that connects them. Start wherever you like — they lead into each other.

If you want the research

The Discovery Plateau Hypothesis

The argument that fundamental discovery within any bounded system runs into a ceiling — and what a civilisation approaching one would rationally do about it. Four papers, all free to read.

Cover of The Discovery Plateau Hypothesis

What DPH claims The papers

If you want the software

OMMAIS

A local AI workstation: a panel of models running on your own hardware, over your own files, with nothing leaving the machine. There is a paper underneath it, not just a product page.

OMMAIS running a session, with the document library and the model seats visible.

OMMAIS Chat The paper behind it

If you just want to read

The writing

Essays and links, most days. Essays go deep on one thing; link posts point at something worth your time with a line about why. Browse by topic if you would rather pick a subject than a date.

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