Series

Sovereign Engineering

The engineering log of the Axiom Sovereign Proof Engine -- from spectral geometry to blockchain-anchored inference. Each post documents a milestone in building sovereign AI that proves its own geometric integrity.

32,511 Verified Molecular Predictions in 30 Hours: Axiom Sovereign Sieve Results
Axiom Sovereign Sieve — 30-hour continuous run February 10, 2026 | Origin Neural AI The Axiom Sovereign Sieve has been running continuously for 30 hours. Here's what a single frozen neural network, a spectral verification pipeline, and blockchain a...
Feb 10, 20265 min read39
Scaling the Sovereign Sieve: 5,600 Molecules in 15 Hours
How a frozen neural network autonomously screened thousands of novel compounds at 2ms per prediction -- with zero spectral drift.
Feb 9, 20268 min read3
Sovereign Genesis: The Axiom Proof Engine Is Live
Spectral geometry verifies every prediction. Every proof is blockchain-anchored.
Feb 8, 20265 min read21

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