🤖 DeepProve: Verifiable AI for a Safer, Smarter Future

DeepProve lets anyone cryptographically verify that AI models are working correctly—no matter where they run. From ensuring correct outputs to protecting intellectual property, it brings trust without compromise.

Key Highlights:

✅ Up to 1000x faster proof generation than baseline

✅ Up to 671x faster proof verification

✅ Drop-in ready for real-world applications

✅ Protects model integrity while keeping parameters private

How It Works:

1. Train & Export: Developer trains an AI model and exports it as an ONNX file.

2. Preprocessing: Prepare the model with SNARK prover/verifier keys.

3. Proving: Generate cryptographic proofs for each AI inference.

4. Verification: Anyone can validate that the output is correct.

Why It Matters:

Every AI inference comes with proof—no more guessing if the model is trustworthy.

Protects AI IP and ensures performance hasn’t been tampered with.

Scales efficiently for millions of parameters, leveraging GPU/ASIC acceleration.

Real-World Impact:

Powered by DeepProve, the Turing Roulette tournament challenged 144,309 participants and proved over 3.7 million AI inferences, demonstrating verifiable AI at scale.

💬 How important is verifiable AI to you?

1️⃣ Critical — I need proofs for trust 🛡️

2️⃣ Nice to have — Adds extra confidence ✅

3️⃣ Not important — I trust AI outputs as-is 🤖

4️⃣ Unsure — Just exploring 🧐

#DeepProve #La $LA #Lagrange @Caldera Official

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