Zero Knowledge30 Jul 2025

ZKTorch & the Evolution of ZKML with Daniel Kang

In this episode, Anna Rose welcomes back Daniel Kang professor at UIUC and founding technical advisor at VAIL, for an update on ZKML and how the space has evolved since early 2023. Daniel covers the 2023-2024 cohort of ZKML tools including zkCNN, zkLLM, EZKL, and his original ZKML project, while introducing his new project ZKTorch, which offers a flexible hybrid of specialized and general-purpose approaches. The discussion explores practical applications like verified FaceID, proof of prompt, and proof of training, along with the technical challenges of adding ZK proofs to machine learning models. Daniel shares insights on the performance trade-offs between specialized cryptographic systems and generic circuits, and how ZKTorch aims to offer both flexibility and speed for proving ML inference. Related Links

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Episoder(424)

Auto Research on Yukon with Soubhik Deb

This week, Anna is joined by Soubhik Deb, Head of Research at EigenLabs, to explore Yukon, a platform for collaborative AI-powered research. Soubhik traces the project’s origins to ECDSA.fail, a compe...

23 Sep 1h 6min

Ron Rothblum on Fiat-Shamir Attacks, Flock and SNARK.fast

This week, Anna and Kobi are joined by Ron Rothblum, Professor of Computer Science at Technion and researcher at Succinct. They catch up on Ron’s move from theory into practice, including his work on ...

16 Sep 1h 1min

The Evolution from ZKP2P to Peer with Richard Liang

This week, Anna catches up with Richard Liang from Peer, formerly ZKP2P. They trace the project’s evolution over the past two years, from their initial ZKP2P product that used ZK email proofs to conne...

9 Sep 46min

Minimmit, Multimmit and the New Consensus Frontier with Patrick O'Grady

This week, Anna and Guillermo are joined by Patrick O'Grady, founder of Commonware. They discuss his journey from Coinbase and Avalanche to building Commonware, a Rust library of composable primitives...

5 Aug 1h 12min

Private Information Retrieval (PIR) with Alex Hoover

In this episode, Anna and Kobi are joined by Alex Hoover, cryptographer and Assistant Professor at Stevens Institute of Technology. They explore Private Information Retrieval (PIR)—a cryptographic pri...

29 Jul 1h 4min

Alex Ozdemir on where Theorem Provers and ZK meet

This week, Anna and Nico are joined by Alex Ozdemir, Assistant Professor at Georgia Tech, to explore the intersection of formal verification and zero knowledge. They begin by revisiting the evolution ...

15 Jul 1h 1min

Sergey Gorbunov on TEEs and the Arc Privacy Sector

This week, Anna speaks with Sergey Gorbunov, Engineer at Circle, about Arc, Circle’s new EVM-compatible Layer 1 blockchain, and its approach to a TEE based on-chain privacy. They begin by revisiting S...

8 Jul 1h 7min

zkMesh+ Exclusive Clip – Benedikt Bünz on the threat of AI

Last week on the show, we interviewed Benedikt Bünz, Chief Scientist at Espresso Systems and Professor at NYU. The conversation ran long, so we're releasing some of the extra material as an exclusive ...

1 Jul 6min