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. Neta and the PREDATOR showcase are separate systems that share the Polymarket domain focus — not a shared runtime.
- 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.
- Public Proof Surfaces — 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 has no live connection to that system.
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 — Neta adapts across five research modes: market explainer, research guide, risk auditor, system designer, and arbitration assistant. Research-only framing. 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. PREDATOR operates independently from Neta — they share a domain, not a runtime.
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 — the showcase is hosted separately at ops.higgsaillc.com/predator/.
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 three distinct surfaces: a published research foundation, a live domain interface, and a separate runtime-backed operational showcase.
Polymarket is Higgs AI's first proof domain. Deep enough to support both a live research interface and a VPS-backed public showcase for a governed runtime.
The Platform — Any Domain. Any Depth.
CogniMaps are a general-purpose standard. Prediction Markets is the first proof domain. The platform is being built to host any domain where structured expertise matters.
- Prediction Markets — Live
- Life Sciences & Genomics — Planned
- Foundational Theory — In Development
- AI Systems Design — Planned
- Enterprise Security — Planned
- 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 that informs how Higgs AI designs systems across products and runtimes.