Agentic Intelligence Infrastructure. Sheaf Neural Networks for Autonomous AI.
Dynamis is an Agentic Operating System for deploying, coordinating, and verifying autonomous AI agents at scale. It replaces heuristic trust models with mathematically proven consensus based on Sheaf Neural Networks and H0 Cohomology from algebraic topology.
The core innovation is the Sheaf Gatekeeper: a topological verification layer that detects semantic inconsistencies among distributed AI agents in real time. When agents disagree, the system calculates a Holonomy Defect on the Sheaf Laplacian. If the mathematics does not close, the network knows something is wrong before any damage occurs.
- Sheaf Neural Networks for topological consensus via H0 Cohomology
- Holoflux Oracle for cryptographically verified AI inference
- Trust Economics replacing gas fees with capacity bonding
- Post-Quantum Security via NIST Dilithium-3 (FIPS 204)
- AVX-512 Acceleration through Java 25 Panama FFM
- Formal Verification with 30+ TLA+ specifications
| Repository | Description |
|---|---|
| dynamis-specs | TLA+ formal specifications for consensus, safety, and agent economics |
| dynamis-papers | Six foundational research papers in Category Theory and Topological Deep Learning |
| dynamis-docs | Technical documentation: Trust Economics, Formal Verification, Developer Guide |
The core runtime, cryptographic engines, and ML models remain in private development under Cryptozoa.
Dynamis is built on six original research papers:
| # | Description | Status |
|---|---|---|
| I | Topos Semantics for Agentic Reasoning | Published on Zenodo |
| II | Temporal Logic and Proof of History | Research Draft |
| III | Inventio: Constructive Agent Design | Research Draft |
| IV | Realize: From Theory to Implementation | Research Draft |
| V | Learning: Neural Sheaf Diffusion | Research Draft |
| VI | Invariance: Semantic Hardness via Topological Invariants | Research Draft |
Runtime: Java 25, Quarkus 3.30, Virtual Threads Cryptography: Dilithium-3 (Panama FFM native), BLAKE3 AI/ML: Sheaf Neural Networks, ONNX Variant, Sheaf Laplacian Agents: Rust / AssemblyScript / Zig compiled to WebAssembly Verification: TLA+ (TLC + Apalache model checkers) Infrastructure: Docker, Kubernetes, cloud-agnostic
Dynamis is currently in active development. The public testnet and developer SDK are planned for upcoming release.
- Website: dynamisnetwork.com
- Research: Zenodo
- Twitter/X: @DynamisNetwork
Cryptozoa / West Texas
Let go. Ship code.
Core runtime: Apache 2.0 (planned) Research papers: CC BY 4.0 Specifications: Apache 2.0
Copyright 2026 Dynamis Network. Built by Cryptozoa.