with @alive_eth @danboneh @smc90This week's all-new episode covers the convergence of two important, very top-of-mind trends: AI (artificial intelligence) & blockchains/ crypto. These domains together have major implications for how we all live our lives everyday; so this episode is for anyone just curious about, or already building in the space. The conversation covers topics ranging from deep fakes, bots, and the need for proof-of-humanity in a world of AI; to big data, large language models like ChatGPT, user control, governance, privacy and security, zero knowledge and zkML; to MEV, media, art, and much more. Our expert guests (in conversation with host Sonal Chokshi) include: Dan Boneh, Stanford Professor (and Senior Research Advisor at a16z crypto), a cryptographer who’s been working on blockchains for over a decade and who specializes in cryptography, computer security, and machine learning -- all of which intersect in this episode;Ali Yahya, general partner at a16z crypto, who also previously worked at Google -- where he not only worked on a distributed system for a fleet of robots (a sort of "collective reinforcement learning") but also worked on Google Brain, where he was one of the core contributors to the machine learning library TensorFlow built at Google.The first half of the hallway-style conversation between Ali & Dan (who go back together as student and professor at Stanford) is all about how AI could benefit from crypto, and the second half on how crypto could benefit from AI... the thread throughout is the tension between centralization vs. decentralization.  So we also discuss where the intersection of crypto and AI can bring about things that aren't possible by either one of them alone...pieces referenced in this episode/ related reading:The Next Cyber Reasoning System for Cyber Security (2023) by Mohamed Ferrag, Ammar Battah, Norbert Tihanyi, Merouane Debbah, Thierry Lestable, Lucas CordeiroA New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification (2023) by  Yiannis Charalambous, Norbert Tihanyi, Ridhi Jain, Youcheng Sun, Mohamed Ferrag, Lucas CordeiroFixing Hardware Security Bugs with Large Language Models (2023) by Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, Hammond PearceDo Users Write More Insecure Code with AI Assistants? (2022) by Neil Perry, Megha Srivastava, Deepak Kumar, Dan BonehAsleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions (2021) by Hammond Pearce, Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Ramesh KarriVoting, Security, and Governance in Blockchains (2019) with Ali Yahya and Phil Daian    As a reminder: none of the following should be taken as investment, legal, business, or tax advice; please see a16z.com/disclosures for more important information -- including to a link to a list of our investments – especially since we are investors in companies mentioned in this episode.

Blockchain, crypto, web3 – these terms get thrown around a lot and sometimes interchangeably, but what are the actual connections between them? And what are some mental models and analogies for thinking about this blossoming area of computer science?To dig in on these topics and more, we have another crossover episode this week, part of our occasional series where we share curated episodes from other shows that we think you’ll enjoy.This time, we’re featuring one of the first episodes from "web3 with a16z", a new show which just launched last week. Hosted by Sonal Choksi and featuring the team at a16z crypto as well as leading scientists and makers in the space, this show is about the next generation of the internet, how builders and users now have the ability to "own" pieces of the internet, unlocking a new wave of creativity and entrepreneurship. This episode features a16z crypto general partners Chris Dixon and Ali Yahya, and Tim Roughgarden, head of research at a16z crypto, in conversation with Sonal Choksi. 

This is a special episode of the a16z podcast — it's an audio history, told through the voices of the a16z crypto team, about what crypto is, how it really works, and why it matters. This "innovation overview" is meant as a resource, and it features hallway-style conversations with the a16z team as well as outside experts.In brief segments, we’ll take you from the ground up — from the basics, to the most current developments, and beyond that to a look at what we might see in the future. Here are the topics and voices you'll hear:The BeginningIntroduction — Zoran Basich, a16z crypto editorBefore bitcoin: previous attempts to create digital money, 1:45 — Dan Boneh, computer science professor at Stanford and a16 advisor The core innovations of Satoshi’s white paper, 3:36 — Dan Boneh Proof of work, 5:36 — Alex Pruden, chief strategy officer at Aleo Systems and former a16z crypto partner Mining and why it’s important, 7:10 — Alex Pruden The history of mining, 8:20 — Alex Pruden Value in monetary systems, or why bitcoin is worth anything, 9:53 — Arianna Simpson, a16z crypto partner Bitcoin as store of value, 11:30 — Arianna Simpson Security in crypto, 12:45 — Alex Pruden ExpansionWhy is it called a blockchain? 14:00 — Eddy Lazzarin, a16z data scientist Why the blockchain matters and what you can do with it, 15:09 — Chris Dixon, a16z general partner Beyond bitcoin, 17:01 — Eddy Lazzarin Ethereum as logical extension of open source, 17:36 — Eddy Lazzarin Tokens: What are they? 19:04 — Eddy Lazzarin Tokens and the functions they serve, 19:53 — Scott Kupor, a16z managing partnerTokens and the ownership economy, 21:19 — Jesse Walden, Variant Fund founder, former a16z partner, and Mediachain founder What tokens enable for creators, 22:18 — Ali Yahya, a16z general partner Right NowWhat DeFi means, 23:58 — Eddy Lazzarin Yield farming: What is it? 25:16 — Eddy Lazzarin NFTs: What they are and why they matter, 27:15 — Linda Xie, Scalar Capital managing director, and Jesse Walden Developer ecosystems, crypto, and composability, 30:17 — Jesse Walden Decentralized networks, value capture, and what it means for builders, 33:05 — Ali Yahya The FutureThe big picture, web3, and DAOs, 35:38 — Chris Dixon For more crypto resources, please see our Crypto Startup School page, our documentary about the program, and our NFT Canon.###The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation. In addition, this content may include third-party advertisements; a16z has not reviewed such advertisements and does not endorse any advertising content contained therein.This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments for which the issuer has not provided permission for a16z to disclose publicly as well as unannounced investments in publicly traded digital assets) is available at https://a16z.com/investments/.Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.

In this episode, Stanford cryptography professor Dan Boneh and a16z General Partner Ali Yahya elevate our knowledge of zero-knowledge proofs and their applications in the blockchain world. Listen as they dive into the intricacies of succinct proof systems, the difference between SNARKs and STARKs, the magic of recursive SNARKs, and why zero-knowledge systems are essential to the evolution of Ethereum.Show highlights: how Ali became a general partner at a16z Crypto and why Dan started working on “the science of blockchains” what a succinct proof system is analogies for understanding zero-knowledge proofs the difference between SNARKs and STARKs and whether centralization can be fully avoided how zero-knowledge technology became so crucial for blockchains the reasons to push computations off-chain and the applications of this technology why zkEVMs are essential to help Ethereum scale why privacy is important not only in financial transactions but also in other areas like social networks and gaming the challenges that arise from trusted setups and whether it would be possible to create false proofs how to mitigate the trusted setup problem with different proof systems what is being built to make zero-knowledge proofs cheaper to create whether a privacy-focused technology can be pursued while staying compliant with regulations how zero-knowledge proofs can improve the security of blockchain bridges Thank you to our sponsors! Crypto.com Halborn Guests: Ali Yahya, general partner at a16z crypto Dan Boneh, professor of computer science and electrical engineering, Stanford University; and senior research advisor, a16z crypto Using ZK Proofs to Fight Disinformation Links Unchained: zkEVM: The Computing Overhaul to Help Scale Ethereum Previous coverage of Unchained on zero-knowledge: Can You Trace Monero? 'It's Hard - But Not Impossible,' Says Nick Bax a16z crypto: Privacy-Protecting Regulatory Solutions Using Zero-Knowledge Proofs: Full Paper zkDocs: Zero-knowledge Information Sharing How the Coming Privacy Layer Will Fix the Broken Web CoinDesk: Polygon Rolls Out Zero-Knowledge, Privacy-Enhanced Identification Product   Learn more about your ad choices. Visit megaphone.fm/adchoices

When it comes to top-tier VCs, very few equal Andreessen Horowitz' (a16z) impressive portfolio, which stretches over both Web2 and Web3. Their crypto venture arm includes investments in most industry verticals, from infrastructure projects to NFTs and blockchain gaming. Constructing such a solid investment thesis requires conviction in the long-term prospects of the industry, as well as an influential network.We were joined by Ali Yahya, GP at Andreessen Horowitz, to discuss about a16z structure, operations and investment thesis, as well as the broader crypto landscape and value proposition.Topics covered in this episode:Ali’s backgroundWhy Google didn’t embrace cryptoa16z’s team structureThe role of a GP in a VCa16z’s thesis when it comes to crypto investingWhich crypto niches Ali is most bullish onGovernance vs. platform riskValuation-based investmentsProtocol revenue and monetary premium for L1sToken vs. EquityHow to prevent banking crisis contagion for crypto projectsEpisode links: Ali Yahya on Twittera16z cryptoa16zThis episode is hosted by Sebastien Couture & Meher Roy. Show notes and listening options: epicenter.tv/494