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Zero Knowledge
Author: Zero Knowledge Podcast
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Zero Knowledge is a podcast which goes deep into the tech that will power the emerging decentralised web and the community building this. Covering the latest in zero knowledge research and applications, the open web as well as future technologies and paradigms that promise to change the way we interact — and transact — with one another online.
Zero Knowledge is hosted by Anna Rose
Follow the show at @ZeroKnowledgefm (https://twitter.com/zeroknowledgefm) or @AnnaRRose (https://twitter.com/AnnaRRose)
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Zero Knowledge is hosted by Anna Rose
Follow the show at @ZeroKnowledgefm (https://twitter.com/zeroknowledgefm) or @AnnaRRose (https://twitter.com/AnnaRRose)
If you like the Zero Knowledge Podcast:
Join us on Telegram (https://t.me/joinchat/TORo7aknkYNLHmCM)
Support our Gitcoin Grant (https://gitcoin.co/grants/38/zero-knowledge-podcast)
Support us on Patreon (https://www.patreon.com/zeroknowledge)
Or directly here:
ETH: 0x4BF66E52f3009Cd138e48f142D47661037160001
BTC: 1cafekGa3podM4fBxPSQc6RCEXQNTK8Zz
ZEC: t1R2bujRF3Hzte9ALHpMJvY8t5kb9ut9SpQ
DOT: 14zPzb7ihiBeaUn9jdPW9cHKGBd9qtTuJE75hhW2CvzLh6rT
395 Episodes
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In this episode, Anna Rose and Nico Mohnblatt catch up with Pratyush Mishra, Assistant Professor of Computer and Information Science at the University of Pennsylvania. They discuss the various themes in his ZK research and some of the works he has been a part of in the last few years. They explore how Garuda and Pari achieve extremely small SNARK proofs, how Arc facilitates hash-based folding, proximity proofs with FICS and FACS, his work on low-memory SNARKs, and ZK applications outside the blockchain space.
Pratyush shares how these ideas intersect with one another, from faster proving to smallest proof sizes to real-world uses. He also touches on his collaborations with other leading cryptographers like Benedikt Bünz and Alessandro Chiesa, and how ZK is finding its place in broader computer science.
Related Links
Garuda and Pari: Faster and Smaller SNARKs via Equifficient Polynomial CommitmentsArc: Accumulation for Reed--Solomon CodesFICS and FACS: Fast IOPPs and Accumulation via Code-SwitchingScribe: Low-memory SNARKs via Read-Write StreamingCoral: Fast Succinct Non-Interactive Zero-Knowledge CFG ProofsHekaton: Horizontally-Scalable zkSNARKs via Proof AggregationQuery-Optimal IOPPs for Linear-Time Encodable CodesTime-Space Trade-Offs for SumcheckBlendy: A Time-Space Tradeoff for the Sumcheck ProverAccumulation without HomomorphismvSQL: Verifying Arbitrary SQL Queries over Dynamic Outsourced DatabasesSuccinct Arguments in the Quantum Random Oracle ModelLattices, Folding, & Symphony with Binyi Chen
Aztecspan...
In this episode Anna Rose and Nico Mohnblatt chat with Binyi Chen, researcher at Stanford University. They discuss his work on lattice-based folding schemes, revisit LatticeFold and LatticeFold+, and cover how lattices enable low-cost, post-quantum-secure folding by replacing Pedersen hashes with Ajtai commitments. They discuss the early folding work from 2023 and how it has evolved and explore the advantages of lattices over other approaches in the folding context while also highlighting their tradeoffs.
Binyi goes on to introduce Symphony, his new work that eliminates the need to implement Fiat-Shamir in the recursive verification circuit, and describes how that improves efficiency and removes the chances for a KRS-style attack.
Related Links
Binyi Chen’s WebsiteLatticeFold: A Lattice-based Folding Scheme and its Applications to Succinct Proof SystemsLatticeFold+: Faster, Simpler, Shorter Lattice-Based Folding for Succinct Proof SystemsSymphony: Scalable SNARKs in the Random Oracle Model from Lattice-Based High-Arity FoldingProtostar: Generic Efficient Accumulation/Folding for Special-sound ProtocolsZK Whiteboard Sessions:SEASON 3 MODULE 3: Lattice-based SNARKs, w/ Vadim LyubashevskyZK Whiteboard Sessions:SEASON 3 MODULE 4: LatticeFold, w/ Binyi ChenImplementing LatticeFold with Matthew and Albert from NethermindLattice-based ZK Systems with Vadim Lyubashevsky
Further Reading
Generating Hard Instances of Lattice Problems by M. Ajtai SWIFFT: A Modest Proposal for FFT HashingDelegating Computation: Interactive Proofs for MugglesHow to Prove False Statements: Practical Attacks...
In this episode, Anna Rose and Tarun Chitra chat with Sora Suegami and Enrico Bottazzi from Machina iO. They explain indistinguishability obfuscation (iO) technology and how they are working to bring this powerful cryptographic primitive from theoretical territory into the practical world. They discuss how the pair got into iO and how new assumptions like all-product LWE and evasive LWE will help bridge theory to practice.
They explore the benchmarks, the challenges and opportunities of this cutting-edge privacy cryptography and cover potential optimizations and real-world uses. While iO is still far from being truly practical, their work shows tangible steps ahead and offers interesting insights into how this could actually work.
Related Links
Indistinguishability Obfuscation (iO) with Huijia (Rachel) LinMachina iODiamond iO: A Straightforward Construction of Indistinguishability Obfuscation from LatticesCompact Pseudorandom Functional Encryption from Evasive LWEIndistinguishability Obfuscation from Well-Founded Assumptions Lookup-Table Evaluation over Key-Homomorphic Encodings and KP-ABE for Nonlinear OperationsOriginal BGG+ paper:Fully Key-Homomorphic Encryption, Arithmetic Circuit ABE, and Compact Garbled Circuits∗Gentry’s classic thesis on FHE bootstrapping:A FULLY HOMOMORPHIC ENCRYPTION SCHEMEGentry (GGH+) paper for obfuscation for all circuits:Candidate Indistinguishability Obfuscation and Functional Encryption for all circuits
Optimal Broadcast Encryption and CP-ABE from Evasive Lattice AssumptionsEvasive LWE Assumptions: Definitions, Classes, and CounterexamplesLattice-Based Post-Quantum iO from Circular Security with Random Opening Assumption (Part II: zeroizing attacks against private-coin
In this episode, Anna Rose chats with Alex Pruden and Conor Deegan from Project 11. They revisit the topic of quantum computing and explore the threat it poses to cryptographic systems like blockchains. As blockchain technology becomes increasingly integrated into global financial infrastructure — especially through stablecoins and banking rails — the stakes for quantum security continue to rise. Alex and Conor break down which algorithms are most at risk, why simple network upgrades won’t be enough, and what users will need to do to protect their own funds. They also outline potential mitigation strategies, including how Project 11 is approaching the challenge with post-quantum signature schemes, secure vaults, and a global namespace to coordinate user migrations ahead of “Q-Day.”
The conversation also touched on how post-quantum thinking overlaps with zero-knowledge research, as hash- and lattice-based SNARKs offer resilience against future quantum attacks.
Related links:
Project 11Yellow PagesPQC Suite B GitHub Securing Sui in the Quantum Computing EraQuantum resource estimation for large scale quantum algorithms: Section 5Estimating the cost of generic quantum pre-image attacks on SHA-2 and SHA-3Downtime Required for Bitcoin Quantum-Safety
ZK Podcast Previous Related Episodes on the topic:
Quantum Engineering with Jelena VučkovićQuantum Punks with Alex and NicolaQuantum Cryptography Part 2 with Or Sattath
ZK Whiteboard Sessions is an educational video series produced by ZK Hack in collaboration with Bain Capital Crypto.
It is focused on the building blocks of zero knowledge technology. Find season 3 of the Whiteboard Sessions as well as previous seasons here.
span...
There is no episode this week, but we share some updates from the ZK Hack ecosystem.
Sign up here for ZK Mesh and find the latest module of ZK Whiteboard Season 3 here.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
* Join us on Telegram
* Catch us on YouTube
**Support the show:**
* Patreon
* ETH - Donation address
* BTC - Donation address
* SOL - Donation address
In this episode, Anna Rose and Guillermo Angeris talk with Kevin Lacker, creator of Acorn, a theorem prover utilising AI. They explore what theorem provers are, their history, and how they're used today. Kevin shares how Acorn brings in AI to simplify the proving process, letting users naturally write mathematical statements while the system checks the correctness of those statements. It's built to feel more like natural math, unlike tools like Lean that demand every step.
They also explore the benefits of including AI in math, and also the challenges that come with it such as hallucinations, and how Acorn could speed up research in areas like zero-knowledge proofs. The dicussion also covers the history of mathematics, community building around Acorn and its open math library, acornlib.
Related links:
Guillermo’s Blog Post:Acorn and the future of (AI?) theorem provingAcorn Theorem ProverAcorn Standard Library:acornlibLean Theorem Prover
ZK Whiteboard Sessions is an educational video series produced by ZK Hack. It is focused on the building blocks of zero knowledge technology. Find season 3 of the Whiteboard Sessions as well as previous seasons here.
Check out the latest jobs in ZK at the ZK Podcast Jobs Board.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
* Join us on Telegram
* Catch us on YouTube
**Support the show:**
* Patreon
* a...
In this episode, Anna Rose and Tarun Chitra catch up with Sid Gandhi and Calum Moore from Payy to discuss the Payy private payment system and the newly released Payy credit card. They explore their focus on building a user-friendly privacy focused product, how ZK tooling advancement makes this possible, and a walkthrough into how it works with the Visa remittance system. Sid and Cal explain Payy's design as a ZK Validium rollup on Polygon, using client-side proofs and a Merkle tree to ensure privacy and compliance.
The discussion also delves into the history and past challenges of self-sovereign payments; how self-sovereign money goals were overshadowed by speculation, why many new stablecoin projects feel like a step back to traditional finance, and how privacy-focused payments are making a comeback in 2025.
Related links:
Payy NetworkPayy WalletPayy CardZcashThe whitepaper for Payy Network The payy card launch on XPayy runner, anew way to earn payy points
ZK Whiteboard Sessions is an educational video series produced by ZK Hack. It is focused on the building blocks of zero knowledge technology. Find season 3 of the Whiteboard Sessions as well as previous seasons here.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
* Join us on Telegram
* Catch us on YouTube...
In this episode, Anna Rose chats with Théo Madzou and Michael Elliot from ZKPassport and Obsidion about their ZK-based identity solution. Théo shares his start in ZK through ZK Hack hackathons using Noir, while Mike shares his path from Bitcoin and MakerDAO to working on zkID systems. They explain how they teamed up to build ZKPassport, a non-profit public-good ZK identity solution project,and how they plan to bring it into Obsidion, a for-profit, privacy-focused fintech-style application that they’re working on.
They discuss Noir's evolution and their contribution to this accending zkDSL, how subcircuits and subproofs enable mobile proving, how ZKPassport differs from projects like Self and Rarimo, how they integrated ZKPassport in the wild with DevCon and Aztec, and their plans for better UX and user-friendly apps.
Related links:
ZKPassportObsidionZKPassport: Where are we now?ZK HACKNoirAztec
ZK Podcast Previous Related Episodes on the topic:
Episode 358: Building ZK Registries Onchain with RarimoEpisode 377:Evolving ZK Identity from Iden3 to Privado & BillionsEpisode 366: Bringing ID Onchain with Self
ZK Whiteboard Sessions is an educational video series produced by ZK Hack. It is focused on the building blocks of zero knowledge technology. Find season 3 of the Whiteboard Sessions as well as previous seasons here.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
*...
In this episode, Anna Rose and Kobi Gurkan chat with Arnaud Brousseau and Jack Kearney from Turnkey about verifiable key management using trusted execution environments (TEEs). They share how their past work on custody and validators inspired them to build more sophisticated key management tools and some of the qualities TEEs enabled.
The discussion covers a range of challenges and techniques: the role of remote attestation and reproducible builds in ensuring trust, strategies to prevent downgrade attacks, and the use of authorisation and policy layers to reduce misuse of keys while still enabling automation.
Related links:
Turnkey: a Verifiable Key Management SolutionTurnkey's ArchitectureStageXReflections on Trusting Trust By Ken ThompsonHow to Prove False Statements: Practical Attacks on Fiat-ShamirTurnkey Blog: Remote attestations are useless without reproducible buildsEpisode 339: TEEs with Andrew Miller
ZK Whiteboard Sessions is an educational video series produced by ZK Hack. It is focused on the building blocks of zero knowledge technology. Find season 3 of the Whiteboard Sessions as well as previous seasons here.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
* Join us on Telegram
* Catch us on a...
In this episode, Anna Rose and Nico Mohnblatt catch up with Ian Miers from the University of Maryland, starting with his work on seminal ZK blockchain research, Zerocoin and Zerocash and the creation of the first zk-focused blockchain project Zcash. They then explore the history of trusted setups, including the trusted setup bug discovery in Zcash, and subsequent improvements like Powers of Tau. Ian also discussed his work on ZEXE, a system that has inspired the formation of Aleo, and his more recent works: zk-creds for building flexible anonymous credentials from existing identity signals like passports, and zk-promises for supporting anonymous reputation, moderation, and callbacks in decentralized systems. They also touch on broader topics like post-quantum security considerations, sybil resistance, and the need for programmable privacy tools.
Related Links
Ian Miers: Academic profile and publicationsZerocoin: Anonymous Distributed E-Cash from BitcoinPinocchio: Nearly Practical Verifiable ComputationZerocash: Decentralized Anonymous Payments from BitcoinZcash: Privacy-preserving cryptocurrency based on Zerocash protocolZexe: Enabling Decentralized Private ComputationPowers of Tau Ceremony: Zcash Foundation's multi-party computation for secure zk-SNARK parametersPowers-of-Tau to the People: Decentralizing Setup Ceremonieszk-creds: Flexible Anonymous Credentials from zkSNARKs and Existing Identity Infrastructurezk-promises: Anonymous Moderation, Reputation, and Blocking from Anonymous Credentials with CallbacksDecentralized Anonymous CredentialsSonic: Zero-Knowledge SNARKs from Linear-Size Universal and Updatable Structured Reference StringsQuadratic Span Programs and Succinct NIZKs without PCPs DECO: Liberating...
In this episode, Anna Rose chats with David Z and Oleksandr (Sasha) from Privado ID and Billions Network about the evolution of ZK-based identity systems, tracing their roots back to iden3 in 2018, one of the earliest projects to pioneer ZK for on-chain identity.
They discuss their origin as the iden3, their creation of the influential Circom DSL, the move into Polygon ID, the spin-out as Privado ID with a focus on B2B privacy tools and verifiable credentials, and the recent launch of Billions Network, which aims to build a scalable network of humans and AI agents with mobile-first verification and progressive proofs.
They compare their broad, composable approach to projects like Self, Rarimo, and ZK Email, while highlighting future plans for reputation layers, on-chain economies, and AI agent identities to enable accountable interactions in a decentralised world.
Related links:
Privado ID introduces Billions: The First Global Human & AI NetworkBillions Launches Mobile App for Digital Identity Verification in the Age of AIDEEPTRUST: VERIFIABLE IDENTITIES AND REPUTATION FOR AI AGENTSIden3 Protocol Specifications (Version 0)W3C: Verifiable Credentials OverviewPoseidon: ZK-Friendly HashingEuropean Digital IdentityZK HACK - Introducing Circom 2.0 - Iden3Iden3: Sparse Merkle TreesBillions App Transforms ID Verification with Privacy-First Liveness Checks
ZK Whiteboard Sessions is an educational video series produced by ZK Hack. It is focused on the building blocks of zero knowledge technology. Find season 3 of the Whiteboard Sessions as well as previous seasons a...
In this episode, Anna Rose and Guillermo Angeris speak with Bobbin Threadbare and Gaylord Warner from Miden to explore their zkVM and edge blockchain architecture. The group also reminisces on how they've each been a part of the ZK Whiteboard Sessions over the years.
Bobbin shares Miden's earliest beginnings from Winterfell at Facebook through its development within Polygon to the recent spin-out as an independent project. The team discusses their custom ISA designed for blockchain use cases, and the multi-stage compilation pipeline that supports it. The conversation also covers Miden's pragmatic approach to privacy implementation, their plans for gradual decentralization starting with a centralized L2, and how they incentivize users to keep state off-chain through multidimensional fee structures.
Related links:
ZK Whiteboard
Episode 373: Ethproofs, zkVM Benchmarks & the Unstoppable Rise of ZK with Justin Drake
Episode 369: Ligero for Memory-Efficient ZK with Muthu
Episode 367: Local-First with grjte and Goblin Oats
Episode 365: ZK in Sui & zkAt with Kostas Kryptos
Episode 210: The Road to STARKs and Miden with Bobbin Threadbare
The Miden Compiler v0.4.0 – A Major Milestone
ZK Whiteboard Sessions - Module Four: SNARKs vs STARKs with Bobbin Threadbare
ZK13: Lifted FRI: A uniform multi-domain polynomial commitment scheme
ZK Study Club - STARKs overview - Session 4
ZK Hack Berlin
Winterfell
Fruity Friends
Gaylord's X post that inspired the interview!
In this episode, Anna Rose and Tarun Chitra chat with Huijia (Rachel) Lin from the University of Washington to explore indistinguishability obfuscation (iO), often described as the 'holy grail of cryptography'. iO is a powerful primitive that, if fully realised, could have profound implications for privacy tech as a whole. Rachel helps break down the concept for listeners who may already be familiar with ZK, FHE and TEEs, clarifying how iO differs but also some of the similarities in the assumptions upon which it is based. Rachel also explains how it differs from similar concepts: garbled circuits and functional encryption.
The discussion covers the evolution of iO research in her work over the last decade, how the cryptographic assumptions have hardened since that time, and what iO can offer in terms of precise, controlled information revelation.
Related links:
Indistinguishability obfuscation from well-founded assumptions
Indistinguishability Obfuscation from DDH-like Assumptions on Constant-Degree Graded Encodings
On Lattices, Learning with Errors, Random Linear Codes, and Cryptography
How to Use Indistinguishability Obfuscation: Deniable Encryption, and More
Functional Encryption for Quadratic Functions, and Applications to Predicate Encryption
Garbled circuit
ZK Whiteboard Season 3 just kicked off with our first Module all about Hash Functions! In this, we have host Nico and guest JP Aumauson walk us through how to build a Hash Function. JP was also previously on the show to discuss the topic, you can see his episode here!
See all Whiteboard Sessions including previous seasons here.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast span...
In this episode, Anna Rose and Tarun Chitra chat with Vlad and Murat from Lighter, a ZK-powered perp DEX on Ethereum. They explore how perps, short for perpetuals/perpetual trades, emerged as a crypto invention, how the exchanges offering perps evolved over the years, and the tradeoff space between transparency and privacy, specifically for marketmakers.
Vladimir discusses the advantage of building a perp DEX with a team consisting of both quants and engineers. They also cover how ZK has come to be used in some projects but not others, what opportunities verifiability can unlock, and why their project favored building custom ZK circuits over using existing zkVMs.
Related links:
ZK Whiteboard Sessions
zkLighter White Paper
A primer on perpetuals
Hyperliquid docs
dYdX
GMX
Lighter Discord
Check out the latest jobs in ZK at the ZK Podcast Jobs Board.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
* Join us on Telegram
* Catch us on YouTube
**Support the show:**
* Patreon
* ETH - Donation address
* a...
In this episode, Anna Rose and Nico Mohnblatt catch up with Justin Drake from the Ethereum Foundation to explore Ethproofs, asking what exactly is Ethproofs: is it a meme, a platform, a benchmarking effort and/or an emerging community? Justin shares the emergence of the project within the EF, the influences that shaped it and what Ethproofs comprises of today. He also shares the goals of the project and how this initiative supports the snarkification of the EVM by providing standardized benchmarks for the growing ecosystem of zkVMs.
Their discussion covers the evolution from monolithic zkEVM approaches to RISC-V-based systems, and movement towards mandatory proofs and eventual zkVM enshrinement.
Related links:
Episode 369: Ligero for Memory-Efficient ZK with Muthu
Episode 321: STIR with Gal Arnon & Giacomo Fenzi
Episode 258: Ultrasound Money & VRFs with Justin Drake
Episode 120: ZKPs in Ethereum with Vitalik Buterin & Justin Drake
Episode 74: Blockchain 101: Randomness and Random Beacons with Justin Drake
ZK11: SNARK proving ASICs - Justin Drake
L2BEAT
Picus
Announcing Protocol
Check out the latest jobs in ZK at the ZK Podcast Jobs Board.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
* Join us on
In this episode, Anna Rose and Kobi Gurkan chat with Vikas Rushi from PSE, and Ying Tong to explore two topics at the intersection of ZK and the real-world data: zkPDF and zkID.
First they dive into zkPDF, a set of tools for proving facts on digitally signed PDFs. Vikas talks about the challenges of parsing data inside zkVMs—working with decades-old specifications that use many different encodings, and tackling practical use-cases like bank statements and ID verification. They also explain how issuers, such as India’s DigiLocker, can generate proofs in a way that protects individual privacy.
Next they cover zkID and the EF’s work on building a system that would meet the EU’s Digital Identity Framework requirements ahead of its 2026 rollout. Ying Tong explains how the EF’s work on zkID differs from existing zk-based identity projects, particularly through its device-binding requirements, the cryptographic community’s feedback to the EU Commission, the trade-offs between proof systems, PSE’s work on standards and more.
They wrap up with a chat about the challenges of revocation in both systems, and what’s next for the projects.
Related links:
Episode 367: Local-First with grjte and Goblin Oats
Episode 366: Bringing ID Onchain with Self
Episode 363: Bringing ZK to Google Wallet with Abhi and Matteo
Episode 362: zkTLS with Maddy from Reclaim
Episode 358: Building ZK Registries Onchain with Rarimo
Episode 353: Making ZK More Human with ZK Email
Episode 330: Frameworks for Programmable Privacy with Ying Tong and Bryan Gillespie
Community Privacy Residency
Anon Aadhaar
DigiLocker
a...
In this episode, Anna Rose and Tarun Chitra chat with Miranda Christ, a computer science PhD student at Columbia University, about the intersection of cryptography and AI through watermarking techniques. Miranda shares her research on developing imperceptible ways to prove that content was created by AI models, covering everything from simple red-green word lists to sophisticated pseudorandom error-correcting codes.
The discussion explores the cryptographic properties of watermarks - including completeness, soundness, and undetectability - and how these parallel the properties we see in zero-knowledge proof systems. Miranda explains how watermarking differs from other cryptographic approaches like ZKML by only modifying the sampling process rather than the underlying model weights, making it computationally lightweight and practical for deployment.
Related links:
Episode 206: Distilling DeFi Primitives with Guillermo, Alex and Tarun
My AI Safety Lecture for UT Effective Altruism
Google SynthID
Amazon Public Watermark Detector
How ChatGPT could embed a ‘watermark’ in the text it generates - New York Times
Wall Street Journal on OpenAI not Deploying Watermarks
A Watermark for Large Language Models
Undetectable Watermarks for Language Models
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models
Pseudorandom Error-Correcting Codes
Ideal Pseudorandom Codes
Check out the latest jobs in ZK at the ZK Podcast Jobs Board
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:
ZKTorch: Open-Sourcing the First Universal ZKML Compiler for Real-World AI
ZKTorch: Compiling ML Inference to Zero-Knowledge Proofs via Parallel Proof
ZK Torch GitHub
Accumulation by Bing-Jyue Chen, Lilia Tang, Daniel Kang
Episode 369: Ligero for Memory-Efficient ZK with Muthu
Episode 356: ZK Benchmarks with Conner Swann
Episode 364: AI and ZK Auditing with David Wong
Episode 265: Where ZK and ML intersect with Yi Sun and Daniel Kang
Bonus Episode: zkpod.ai & Attested Audio Experiment with Daniel Kang
ZK13: ZKTorch: Efficiently Compiling ML Models to Zero-Knowledge Proof Protocols - Daniel Kang
AI Agent Benchmarks are Broken
VAIL
zkCNN: Zero Knowledge Proofs for...
In this episode, Anna Rose and Guillermo Angeris catch up with Muthu Venkitasubramaniam, Professor of Computer Science at Georgetown University and cofounder of Ligero. They discuss how Ligero’s small memory footprint makes it a good choice for client-side proving, as well as the importance of programmable compliance in blockchain. The conversation explores the differences between ‘MPC in the head’ and error-correcting code perspectives, and how well-established primitives influence the design of modern ZK systems. They also debate the challenge of adding ‘ZK’ privacy back into systems without it, why proving EVM traces may be absurd, and what kinds of guarantees might exist around the results of vibe coding.
Related links:
Episode 363: Bringing ZK to Google Wallet with Abhi and Matteo
Episode 326: MPC & ZK in Ligero and Ligetron
ZK13: Ligerito: A Small and Concretely Fast Polynomial Commitment Scheme - Kobi Gurkan
ZK13: Vibe coding ZK Apps with Ligetron ZK Platform - Muthu Venkitasubramaniam
ZK10: Analysis of zkVM Designs - Wei Dai & Terry Chung
Ligerito: A Small and Concretely Fast Polynomial Commitment Scheme
Ligero++ - Reducing proof length of Ligero
Adding Zero-Knowledge to STARKs - Talk by Ulrich Haböck
Aurora - comparing prover times of STARKs vs Ligero
WYSTERIA: A Programming Language for Generic, Mixed-Mode Multiparty Computations
Samaritan: Linear-time Prover SNARK from New Multilinear Polynomial Commitments
Brakedown: Linear-time and field-agnostic SNARKs for R1CS
a...
In this episode, Anna Rose and Nico Mohnblatt speak with Dan and Sinu from TLSNotary to trace the project’s journey from early Bitcoin forum ideas to its current role as a foundational protocol maintained by PSE. Dan recounts the origins of TLSNotary as a tool for cryptographically proving web data, while Sinu explains how the project was revived to provide modern TLS attestation.
The conversation covers the use-cases for verifiable web proofs, the different modes these interactive protocols can take, and the broader impact of this technology on leveraging siloed user data.
Related links:
Episode 325: Web Proofs with Tracy from Pluto
Episode 354: The Founding of Zero Knowledge Systems with Austin Hill
Episode 362: zkTLS with Maddy from Reclaim
2013 Blog Post ‘tlsnotary - cryptographic proof of fiat transfer for p2p exchanges’
TLSNotary Whitepaper
DECO: Liberating Web Data Using Decentralized Oracles for TLS
Primus Labs (Previously PADO)
Town Crier: An Authenticated Data Feed for Smart Contracts
Check out the latest jobs in ZK at the ZK Podcast Jobs Board.
**If you like what we do:**
* Find all our links here! @ZeroKnowledge | Linktree
* Subscribe to our podcast newsletter
* Follow us on Twitter @zeroknowledgefm
* Join us on Telegram
* Catch us on YouTube
**Support the show:**
* a





It's shocking to me how little people are aware of the Sia Network as a decentralized cloud storage provider. It's working right now and it's awesome!
honey badger being fully asynchronous: how to reconcile with Fischer Lynch Patterson?