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Morning everyone
Let's dive into Proof of Inference—a pretty interesting development in the AI + crypto space.
The core idea here is straightforward: every AI output comes bundled with a zero-knowledge cryptographic proof. Think of it as a digital fingerprint. What this actually does is create a verification layer—anyone can independently confirm that the result genuinely came from the specific model you intended, and that it was generated following the exact parameters you specified.
Why does this matter? It addresses a real problem in AI credibility. Right now, you trust AI outputs mostly on faith. With ZK proofs attached, you get cryptographic certainty instead. The model's computation becomes transparent and verifiable, without exposing the model's internal workings or the input data.
It's a clever approach to solving the "AI trust" problem using blockchain-grade verification.