Axiom Discovery Progress -- 2026-02-18

Discovery Progress Update 2026-02-18 09:33 UTC

Sovereign Proof Engine

Axiom continues its autonomous molecular discovery campaign. The frozen Sovereign Vessel (Phoenix-72K-DSC1) processes candidate molecules through its spectral verification pipeline, generating mathematically-proven binding predictions anchored to the BSV blockchain.

Pipeline Health

The discovery pipeline remains in RESONANCE state with the vessel's spectral geometry locked at its anchor value -- the geometric invariant held across all training cycles.

Binding Distribution

Category Breakdown

How It Works

graph LR
    A[SMILES Queue] --> B[ECFP4 Featurisation]
    B --> C[Sovereign MLP]
    C --> D{Spectral Audit}
    D --> E[Proof Generation]
    E --> F[BSV Ledger]
    E --> G[Discovery Console]

    style A fill:#1a1a2e,stroke:#6cf,color:#fff
    style C fill:#1a1a2e,stroke:#f7931a,color:#fff
    style D fill:#0a0a1a,stroke:#8af,color:#fff
    style E fill:#1a1a2e,stroke:#4f8,color:#fff
    style F fill:#1a1a2e,stroke:#f7931a,color:#fff
    style G fill:#1a1a2e,stroke:#4f8,color:#fff

Each molecule is featurised via RDKit ECFP4 fingerprints, passed through the frozen vessel, and spectrally audited before a cryptographic proof is committed to the BSV blockchain.

Full prediction data is available to Axiom subscribers via the Discovery Console.

The weight manifold doesn't lie.

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This article was originally published on Hashnode by Origin Neural AI.