Governed AI Systems

Deep Domain Intelligence. Governed by Design.

Higgs AI builds governed AI systems by mapping complex domains deeply enough to support live research products and runtime-enforced operational systems.

"Intelligence is the rate at which a system irreversibly constrains its future degrees of freedom while keeping uncertainty bounded." — Kamden Higgs

What We Build

Higgs AI builds systems that serve a single deeply mapped domain across two modes: live interfaces for research and governed runtimes for action. Both are grounded in domain-specific intelligence layers called CogniMaps.

• Deep Domain Mapping — CogniMaps encode expertise as a domain-specific reasoning layer, working a domain from multiple angles rather than relying on generic improvisation.
• Live Research Interface — Neta is a live Polymarket research concierge powered by Gemini 2.5 Flash. Research-only framing. One free question, no signup required.
• Runtime-Enforced Governance — PREDATOR is a governed autonomous trading system with independently evaluated promotion gates, cryptographically signed Ed25519 signoff, and fail-closed execution controls.
• Security Review Evidence — SPARTAN packages verified security-review evidence into recipient-checkable Review Pack v0.1 closeout bundles, with local verification, deterministic ZIP output, and an external SHA-256 sidecar.

Live Now: Neta — Polymarket CogniMap

The first live CogniMap. Neta is a Polymarket research concierge powered by Gemini 2.5 Flash and shaped by a detailed Polymarket-domain reasoning layer.

• Market Structure Coverage — Order book dynamics, liquidity profiles, neg-risk behavior, and Polymarket-specific market design patterns.
• Resolution Risk Analysis — Source fragility, ambiguity detection, governance gate identification, and resolution timeline modeling.
• Research-Grade Concierge — Five research modes: market explainer, research guide, risk auditor, system designer, and arbitration assistant. Not financial advice.

Proof of Execution: PREDATOR

PREDATOR is a governed autonomous trading system that earns the right to deploy capital through seven independently evaluated promotion gates, cryptographically signed Ed25519 human signoff, append-only evidence preservation, and fail-closed execution controls.

The PREDATOR showcase is a public read-only, near-real-time surface served from the same VPS/process path as the runtime-facing daemon. This website does not ingest live PREDATOR runtime data.

SPARTAN — Verifiable evidence infrastructure for security reviews

Spartan turns a security review into a portable closeout bundle that a recipient can verify locally for internal consistency. Review Pack v0.1 wraps a verified Capsule with engagement metadata into a deterministic ZIP with a mandatory external SHA-256 sidecar.

Review Pack v0.1 is intentionally unsigned. It verifies consistency, not origin.

• Build the capsule. Run Spartan against a repository: spartan capsule build --redact --out evidence.tar.gz then spartan capsule verify evidence.tar.gz.
• Build the Review Pack. Package the verified capsule with engagement metadata: spartan review-pack build --capsule evidence.tar.gz --engagement engagement.yaml --out review-pack/. Output includes review-pack.zip and review-pack.zip.sha256.
• Send the pair. Hand the recipient both review-pack.zip and review-pack.zip.sha256. Sending only one is not enough.
• Recipient verifies locally. spartan review-pack verify review-pack.zip --sha256 review-pack.zip.sha256. Result: VERIFY_PASS or VERIFY_FAIL. Checks internal consistency only.
• SARIF integrates. Export findings as SARIF v2.1.0 for GitHub code scanning or any compatible tool. Optional — not automatic.

SPARTAN v0.1: SIGNATURE: NOT_PRESENT. REPLAY: NOT_PRESENT. Not compliance certification. Not deploy gating. Not a scanner replacement. The public download is a Capsule v0.1 demo, not a generated Review Pack sample. Review Pack v0.1 samples remain private preview only.

View SPARTAN →   Sample Capsule v0.1 Demo →

Why Higgs AI Is Different

Most AI products stop at conversation. Higgs AI maps domains deeply enough to build governed products around them — expressed today across four distinct surfaces: a live research interface (Neta), a VPS-backed operational showcase (PREDATOR), a local-first evidence layer (SPARTAN), and a published research foundation.

The Platform — Any Domain. Any Depth.

• Prediction Markets — Live
• Enterprise Security Evidence — Live (SPARTAN)
• Life Sciences & Genomics — Planned
• Foundational Theory — In Development
• Custom Domains — Contact Us

Published Foundation

We built a theory of intelligence. Then we built from it. The research page provides the theoretical foundation: a published thesis about intelligence, constraint topology, and irreversibility.

Talk to Neta →   View SPARTAN →   Read the Foundational Thesis →