Inference Labs @inference_labs
Proof of Inference - Trustless AI verification inferencelabs.com Hamilton, Ontario Joined March 2023-
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AI shouldn’t be a black box. With DSperse, verifiability becomes a choice — developers decide what’s worth proving. Efficient and open-source. Whitepaper: arxiv.org/abs/2508.06972 GitHub: github.com/inference-labs…
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zkML used to be all or nothing. DSperse changes that: slice-based proofs, modular verifiability, native speed where it counts.
DSperse = 77% faster witness generation, 66% faster proofs, ~40% less memory use. Proofs where they matter → trusted inference without bottlenecks.
What does zkML look like in practice? Here’s DSperse running a Doom model: • Model sliced into verifiable chunks • Proofs where they matter • Full run verified
Not all AI steps need proofs. Some just need to run fast. DSperse gives receipts for the critical parts — keeping verifiability practical.
Proving entire AI models is heavy and slow. Proving the slices that matter = fast, verifiable, and practical. That’s DSperse.
Proving entire AI models is heavy and slow. Proving the slices that matter = fast, verifiable, and practical. That’s DSperse.
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