Notes

Working notes, not announcements

What was built, what was filed, what was measured and what was withdrawn. Written for people evaluating this work rather than for an audience, which means the limits are in the posts rather than in a footnote after them.

The gates, and how they map to the four layers

Twenty-one deterministic checkers, most of them public repositories. Each one decides a narrow question exactly, or declines to decide it. Here is which layer each belongs to and why the narrowness is the point.

Why our coding benchmark has no published score

We built an internal benchmark, got good numbers, and found the harness could be gamed. Then we built a scanner to catch that, and the scanner had blind spots. Twice. Here is where that leaves us.

Introducing EcoKure: AI That Doesn't Cost the Planet

Today we're announcing EcoKure — an ecosystem of next-generation AI platforms designed to accelerate a sustainable, intelligent future. Jarvi3 AI is live now.

Every claim, with its class and how to check it

The posts explain the work. The evidence page lists every public claim, classifies it by how strong the evidence actually is, and tells you how to verify it without us.

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