In a breakthrough partnership, @Lagrange Official is teaming up with mira_network to lay the foundation for a trust layer in decentralized AI.

At the center of this collaboration is DeepProve, a cutting-edge cryptographic proof system that enables Mira’s verifier network to generate verifiable, privacy-preserving proofs for every AI model inference.

The Problem with Traditional Proof Systems

Proof systems in AI and computation have historically been rigid and inefficient. A single change in data or logic often required rebuilding proofs from scratch—a major bottleneck for scalable, real-world systems.

↝🔹 Dynamic SNARKs developed by the Lagrange research team—solve this by enabling evolving proofs that adapt to new data without unnecessary recomputation.

Mira: A Decentralized Verification Layer for AI

Mira is pioneering a decentralized approach to verifying AI outputs. Instead of relying on centralized black-box systems, Mira routes AI inferences through a diverse network of verifier nodes, turning model responses into auditable, consensus-verified facts.

But in an increasingly trustless world, consensus alone isn’t enough.

↝🔹 AI outputs shouldn’t just be agreed upon—they should be proven.

Key questions that demand answers:

Was the approved model actually executed?

Was the computation done correctly

Can the output be trusted on-chain?

DeepProve: Proofs that Scale with Trust

Enter DeepProve a cryptographic engine that lets AI models prove their own logic.

↝🔹 Mira checks if an AI output is true.

↝🔹 DeepProve proves it was computed correctly.

With DeepProve integrated into Mira’s verifier network, every model inference is now accompanied by a zero-knowledge (ZK) proof ensuring execution integrity without exposing private data.

Key Benefits

DeepProve unlocks powerful new capabilities for AI systems and decentralized applications:

↝🔹 Verifiable model execution

↝🔹 Privacy-preserving inference logic

↝🔹 158× faster ZK proof generation than alternative zkML libraries

Setting a New Standard for Trust in AI

This partnership is more than just technical it’s foundational.

↝🔹 Models can now prove their own outputs.

↝🔹 Agents can independently verify each inference.

↝🔹 Proofs can be directly integrated into smart contracts, oracles, and compliance frameworks.

This is trust at scale and it changes the game for decentralized AI.

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