The Geometry of Intelligence

Redefining Artificial Intelligence from the ground up. We are redefining the unsustainable architecture of transformer-based LLMs to build a holistic, exact, and mathematically rigorous path to democratized and explainable AI.

Explore the Architecture

O(k)

Scaling Paradigm

Constant latency via horizontal sharding

0.00ms

Median Latency

Across 21.3M knowledge triples

0

GPUs Required

1.5M Integer ops vs 50T MACs

0x

Compression

Sparse ternary Boolean superposition

Solving the Quadratic Penalty

The modern AI industry is trapped by $O(n^2)$ compute boundaries. We replace dense, opaque matrices with the Entangled Halo (EH) framework—a Neuro Sparse Ternary Vector Symbolic Architecture.

Eliminating the Training Epoch

We replace expensive, multi-month gradient descent training on massive GPU clusters with a deterministic algebraic encoding process. The Architecture 8 engine can encode 21.3 million knowledge triples in exactly 61 minutes on a standard CPU.

> TIME_TO_ENCODE: 61_MINUTES

Self-Organizing Multimodal Intelligence

Architecture 8 encodes text, images, audio, and video into a unified holographic space. Data self-organizes into emergent shards without predefined schemas. Through continuous Hebbian correlation, the system auto-labels and strengthens associations in real time.

> SYSTEM_STATE: HEBBIAN_LEARNING_ACTIVE

Neural Networking Node Graph

Products & Solutions

Our portfolio spans three core domains, each leveraging the Entangled Halo mathematical substrate to deliver unprecedented security, efficiency, and exact explainability.

Category 01 / Artificial Intelligence

The Geometry of Intelligence

Deterministic, GPU-free intelligence built on the Entangled Halo substrate — from local development kits to planetary-scale deployments.

Entangled Halo Development Kit Developer

Entangled Halo Development Kits

Local development environments, SDKs, and reference implementations for encoding, querying, and visualizing the EH lattice. Build deterministic AI without a GPU.

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Edge Datacenter Infrastructure

Edge Datacenter

Architecture 8 brings parallel holographic compute to sovereign and air-gapped environments — billions of triples on a single NVMe array, sub-millisecond retrieval, zero GPUs.

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Matillo neuro-symbolic bridge Neuro-Symbolic

Matillo

Pairs Small Language Models with Architecture 8 as a deterministic factual cache. The SLM speaks fluently; Architecture 8 ensures hallucination-free knowledge retrieval.

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Category 02 / Cryptography

Post-Quantum Information Security

Holographic security primitives that remain opaque under quantum attack — engineered for the post-RSA decade.

Category 03 / Anomaly & Fraud Detection

Microsecond Signal Intelligence

Sparse ternary encoding turns every transaction, route, and signal into a vector — anomalies surface instantly, raw data stays structurally opaque.

Finsight fraud detection Financial Crime

Finsight

Cryptocurrency and financial fraud detection. Encodes wallets and transaction flows as sparse ternary vectors to surface anomalous routing and fraud signatures at microsecond latencies, keeping raw data structurally opaque.

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Our Leadership & Team

Based in Palm Beach, FL, and operating in stealth mode since 2024, Mjolnir Photonics Labs Corporation is built on decades of deep tech R&D, holding over 200 patents with extensive experience in the public sector, private sector, defense, and the intelligence community.

150+ Years

Deep Tech R&D Experience

200+

Secured Patents

25

Data Scientists & Engineers

450

Autonomous AI Agents

Hector Hoyos

Chairman & CEO

Veteran of the super-computer, biometrics, defense, and cyber security industries. Holds 123 patents.

Paul J. Manafort

Chief Strategy Officer

Expert in the public and private sector. Has served under 5 US Presidents.

Kevin McNamara

Chief Technology Officer

Expert in AI, Quantum Computing, and cloud infrastructure. Previously Senior Technology Director of Research at JPMorgan Chase. Holds 77 patents.

Peter Majar

Chief Financial Officer

25+ years as Investment Banker / Advisor to the High Tech, FinTech & Financial Services Sectors. Previous C-Suite Operator with Hoyos Group.