Autonomy unbridled.
Governed by math,
not blind faith.
Autonomy without auditability is chaos. Inference Network™ delivers accountability to robotics, AI agents, and every frontier of autonomy.
Manifesto
Partners and Backers
The foundation
of Artificial General Intelligence
Proof of Inference
Identity and accountability for autonomous systems are anchored to cryptographic verifiability, ensuring certainty and traceability without reliance on assumptions.
Verifiable Computing
Unbreakable AI
Proof of Inference Protocol
Cryptographic proofs verify AI outputs, ensuring reliable and trustworthy results.
Autonomics Layer
Advanced cryptography keeps computations private and secure, while scaling efficiently.
Model Informatics Engine
Real-time tracking assigns verified identity and monitors AI model performance with transparency.
Inference Network Runtime
Securely executes AI tasks and automatically produces cryptographically verifiable results.
zK-ML, FHE, and TEEs
Advanced cryptography keeps computations private and secure while scaling efficiency.
Cross-chain Interoperability
Seamless verification connects AI and data securely across multiple networks.
2
Model Slicing
The model is divided into balanced slices, distributing computational load evenly.
3
Compilation
Each slice is converted into a zero-knowledge circuit using the best proof system.
4
Witness Generation
Witness data is computed on trusted machines and passed to the next slice.
5
Distributed Proving
Slices are proven across multiple nodes running independent proofs in parallel.
6
Verification
All proofs are collected and verified, confirming correct execution of every slice.
Live competitive benchmarks
Subnet 2 is a proving ground for real-world benchmarking of diverse zero-knowledge proof systems. Miners compete through performance-based incentives to optimize zk proving efficiency.
Proving system agnostic
Subnet 2’s modular architecture handles multiple proving workloads at scale, dynamically routing inference to the most efficient proof systems available.
Model distillation
Subnet 2 produces optimized verifiable circuits for complex models through open, incentivized participation.
Future-proof scaling
DSperse empowers Subnet 2 to exercise the full potential of distributed computing, delivering the first truly unified network for massively parallel, ultra-efficient production of verifiable artifacts.
01
AI Agents
Autonomous AI agents independently perform complex tasks via verifiable decision, making processes and continuous learning.
02
Finance / DeFi
Autonomous AI executes provably fair trading, fraud detection, and compliance on decentralized finance platforms.
03
Defense
Self-managing defense systems detect emerging threats, adapt dynamically in real time, and verify actions as needed.
04
Healthcare
Autonomous systems enhance diagnostics and patient care while preserving privacy through cryptographic verification.
05
Industrial Robotics
Robots autonomously self-regulate operations using advanced proof-backed verification for enhanced safety and efficiency.
06
Self-Driving Vehicles
Autonomous vehicles make transparent, mathematically verifiable decisions for safe and autonomous navigation.
Auditable autonomy across industries
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Community Evolved
Help shape the future
of Autonomous Intelligence
Inference Network is open-source and community-driven. Whether you’re a researcher, builder, or curious user — you can be part of it.
Live updates
Unlock the future of Unbreakable AI.
Inference Network™ makes trustless AGI inevitable: replacing closed, centralized models with a global web of verifiable AI slices. Every computation becomes provable, unstoppable, and resilient by design.