Sovereign AI's Battlefield: Compute, Storage, & Running On The Edge | Crypto x AI Event

Sovereign AI's Battlefield: Compute, Storage, & Running On The Edge | Crypto x AI Event

Dive deep into the critical infrastructure layer powering the future of decentralized AI. Pondering Durian (Delphi) hosts a panel of leading experts building the next generation of decentralized compute, storage, and tooling:

►Greg Osuri, Founder of Akash, the world's first decentralized cloud platform

►Michael Heinrich, Co-Founder & CEO of Zero G Labs, creators of the first decentralized AI operating system

►Mohamed Baioumy, Co-Founder of ExoLabs, enabling private, user-owned AI models


This episode provides an inside look at the technologies, tradeoffs, and possibilities in decentralized AI infrastructure. We examine the challenges and opportunities in building user-controlled, privacy-preserving AI systems on decentralized clouds and Web3 tech stacks. Our panel explores the cutting edge of decentralized compute, storage, and tooling, and debates what's needed for open-source, decentralized development to compete with Big Tech's AI infrastructure.


Key Questions:


- Where is demand coming from for decentralized infrastructure and how does it compete with hyperscalers?

- What are the key innovations enabling performant decentralized storage and retrieval for AI workloads?

- How do privacy, latency, and cost tradeoffs impact what AI can be done on-device vs in decentralized clouds?

- What breakthroughs are needed for decentralized AI training to catch up to centralized approaches?

- How does an open source ethos and permissionless innovation accelerate progress in decentralized infrastructure?


Watch more sessions from Crypto x AI Month here: https://delphidigital.io/crypto-ai


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Crypto x AI Month is the largest virtual event dedicated to the intersection of crypto and AI, featuring 40+ top builders, investors, and practitioners. Over the course of three weeks, this event brings together panels, debates, and discussions with the brightest minds in the space, presented by Delphi Digital.


Crypto x AI Month is free and open to everyone thanks to the support from our sponsors:


https://olas.network/

https://venice.ai/

https://near.org/

https://mira.foundation/

https://www.theoriq.ai/


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Follow the Speakers:


- Pondering Durian on Twitter/X ► https://x.com/ponderingdurian

- Michael Heinrich on Twitter/X ► https://x.com/mheinrich

- Mohamed Baioumy on Twitter/X ► https://x.com/mo_baioumy

- Greg Osuri on Twitter/X ► https://x.com/gregosuri


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Chapters


00:00 Introduction to Decentralized Infrastructure

04:04 Demand and Competition in Decentralized Computing

10:49 Innovations in Decentralized Storage Solutions

13:56 Local vs Cloud Computing: Trade-offs and Use Cases

18:35 Project Superpowers: Unique Value Propositions

25:11 Overrated vs Underrated: Quickfire Round

32:52 Decentralized Training: Future Perspectives

37:49 Vision and Success Metrics for the Future


Disclaimer

All statements and/or opinions expressed in this interview are the personal opinions and responsibility of the respective guests, who may personally hold material positions in companies or assets mentioned or discussed. The content does not necessarily reflect the opinion of Delphi Research, which makes no representations or warranties of any kind in connection with the contained subject matter. This content is provided for informational purposes only and should not be misconstrued for investment advice or as a recommendation to purchase or sell any token or to use any protocol.

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Ethan Sun and Santiago Santos: Bringing Crypto x AI Experiences to Millions with MyShell.AI

Ethan Sun and Santiago Santos: Bringing Crypto x AI Experiences to Millions with MyShell.AI

In this episode, Tommy and Santiago interview Ethan Sun, the co-founder of MyShell, a decentralized platform for creating and staking AI native applications. They discuss the evolution of AI over the past decade, the importance of consumer-facing applications, and the potential for AI to enhance daily life. Ethan explains how MyShell empowers creators to easily build AI experiences and the role of incentives in the platform's ecosystem. They also explore the future of MyShell, its competition, and the scalability challenges in the AI crypto space. In this conversation, Ethan Sun, the co-founder of MyShell, discusses the future of AI agents and the potential for personalized AI companions. He explores the idea of AI agents that understand individual needs and can perform tasks without explicit instructions. The conversation also touches on the improvement of underlying models and the role of human feedback in reinforcement learning. Ethan shares his thoughts on the differences between OpenAI and Crypto AI and the potential for crypto to empower the open source community. He discusses MyShell's end game and the importance of creators in the platform. The conversation concludes with a discussion on the challenges of incentivizing different parties within the system. Takeaways MyShell is a decentralized platform for creating and staking AI native applications. The focus of MyShell is on consumer-facing applications that enhance daily life. The platform makes it easy for non-technical creators to build AI experiences without coding. Incentives play a crucial role in the MyShell ecosystem, rewarding creators and users for their contributions. The future of AI agents lies in personalized companions that understand individual needs and can perform tasks without explicit instructions. Improving underlying models and gathering human feedback are crucial for enhancing AI agents and reinforcement learning. Crypto AI has the potential to empower the open source community and provide incentives for creators to monetize their work. MyShell aims to create a platform that enables creators to build personalized AI applications and attract a wide range of users. The hardest party to incentivize within the system is the creators, who play a crucial role in unifying models, users, and stakeholders. Chapters 00:00 Introduction and Background 03:01 The AI Stack and MyShell's Focus 07:01 Creating AI Experiences on MyShell 09:47 Easy Creation of AI Experiences 12:45 Applying Incentive Models to AI 16:34 Incentivizing Creators and Users 27:41 Competition and Differentiation 32:41 Web2 vs Web3 and Scalability 39:42 The Future of AI Agents 42:23 Improving Underlying Models and Data 45:04 Creators' Ideas and Applications 48:42 OpenAI vs. Crypto AI 51:09 Crypto's Impact on Open Source 56:02 MyShell's End Game 01:00:08 AGI and Human Feedback 01:04:19 Ratio of Creators to Users 01:06:40 Excitement and Concerns about Crypto AI 01:09:47 Incentivizing Supply and Demand 01:10:16 The Importance of Rules and Restrictions 01:12:04 Blockchain Infrastructure and Deployment 01:14:17 Hardest Party to Incentivize Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠⁠here⁠⁠⁠. As an additional disclosure, Delphi Ventures is invested in MyShell.AI

8 Mars 20241h 13min

Orkun Kilic: Technical Dive Into Citrea, Bitcoin's First Zk-Rollup

Orkun Kilic: Technical Dive Into Citrea, Bitcoin's First Zk-Rollup

In this podcast, we dive deep into the world of Bitcoin scalability solutions with Orkun Kilic, the co-founder and CEO of Chainway Labs, the company behind Citrea - Bitcoin's first zero-knowledge (ZK) rollup. Orkun provides a detailed background on the journey that led to the creation of Citrea, explaining how recent upgrades to Bitcoin's protocol like SegWit, Taproot, and the Ordinals protocol paved the way for new possibilities by enabling arbitrary data storage on the blockchain. This opened up a design space for building scalable layer 2 solutions on top of Bitcoin. The core innovation behind Citrea is the use of ZK proofs and the groundbreaking BitVM (Bitcoin Virtual Machine) primitive to create a trust-minimized bridge between Bitcoin's base layer and the Citrea rollup. Orkun goes into the technical depths of how BitVM works, allowing off-chain virtual machine computations to be proven valid on Bitcoin's blockchain through an interactive fraud proof verification game. Citrea's EVM compatibility and the plan to attract developers by tapping into Bitcoin's trillion-dollar liquidity are covered in-depth. Orkun envisions Citrea becoming a "programmable liquidity layer" enabling DeFi protocols, stablecoins, and innovative decentralized applications while inheriting Bitcoin's security and decentralization. With its comprehensive technical insights and forward-looking perspectives, this episode is for anyone interested in the future of programmable money on Bitcoin. Key Links Citrea: https://citrea.xyz Socials Orkun’s Twitter Can's Twitter Tommy’s Twitter Follow Delphi Digital Website: ⁠⁠https://members.delphidigital.io/home⁠⁠ Twitter: ⁠⁠https://twitter.com/Delphi_Digital⁠⁠ Youtube: ⁠⁠https://www.youtube.com/@Delphi_Digital⁠ Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠here⁠⁠. Keywords Bitcoin, Citrea, ZK Rollup, Scalability, BitVM, Optimistic Bridge, BTC, Programmable Liquidity, Developer Ecosystem, DeFi, Stablecoins, Decentralized Applications, Turing-Complete, Trust-Minimized, Ordinals, Taproot, SegWit, Data Compression, State Diffs, Throughput, Adoption, Ethereum, Layer 2 (L2), Chainway,

1 Mars 202441min

Keith Singery: A Conversation with an Extremely Knowledgeable Bittensor Validator

Keith Singery: A Conversation with an Extremely Knowledgeable Bittensor Validator

In this episode, Keith Singery, a prominent validator and thought leader in the Bittensor ecosystem sits down with Tommy and Michael to share his unique perspective on the project's mission to democratize AI and create a decentralized alternative to the centralized models dominating the field. They delve into the intricate dynamics of Bittensor, including the incentive mechanisms that fuel the network's miners and validators, the potential for a "Cambrian explosion" of specialized AI models, and the vision of a future where individuals can customize their own AI assistants tailored to their needs and values. Keith passionately argues for the necessity of decentralized AI as a counterweight to the increasing control of tech giants over our access to information and the shaping of our worldviews. Drawing parallels to the open-source software movement, he paints a compelling picture of a world where the intelligence landscape is shaped by the collective efforts of the many, rather than the dictates of the few. This wide-ranging conversation touches on fascinating topics such as the potential for AGI to emerge from decentralized networks, the role of crypto incentives in driving AI development, and the challenges of monetizing the Bittensor ecosystem. Whether you're a crypto enthusiast, an AI aficionado, or simply someone intrigued by the cutting edge of technology, this episode offers a thought-provoking glimpse into the future of decentralized intelligence. Key Links Bittensor: https://bittensor.com Keith’s Podcast: https://bittensor.guru Socials Keith’s Twitter Michael’s Twitter Tommy’s Twitter Follow Delphi Digital Website: ⁠⁠https://members.delphidigital.io/home⁠⁠ Twitter: ⁠⁠https://twitter.com/Delphi_Digital⁠⁠ Youtube: ⁠⁠https://www.youtube.com/@Delphi_Digital⁠ Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠here⁠⁠. Keywords Bittensor, Decentralized AI, Open-Source Models, Incentive Mechanisms, AGI, Democratizing AI, Crypto Incentives, AI Monetization, Keith Singery, BitTensor Validator, AI Ethics, Customizable AI Assistants, Michael Rinko, Tommy Shaughnessy, TAO, AI, ChatGPT, OpenAI, Crypto, $TAO, #TAO.

20 Feb 20241h 21min

Keone Hon of Monad: 10,000 TPS & Full EVM Equivalence - A New Era for Ethereum Apps

Keone Hon of Monad: 10,000 TPS & Full EVM Equivalence - A New Era for Ethereum Apps

In this episode, Keone Hon dives deep on Monad, a high-performance Ethereum-compatible layer 1 blockchain focused on delivering high performance and drastically lower transaction costs. We discuss Monad's key technical innovations like MonadBFT consensus, parallel execution, and a custom database enabling 10,000+ TPS. Keone explains how these breakthroughs allow complex 100K gas transactions costing just a fraction of a cent, 100x cheaper than even leading Layer 2s. We also explore how Monad achieves this while maintaining decentralization and a rich developer experience via full EVM equivalence. Tune in to learn why Monad could be a game changer for builders and users looking maximize performance and minimize costs. Key Links Monad: https://www.monad.xyz Socials Keone's Twitter Monad’s Twitter Tommy’s Twitter Follow Delphi Digital Website: ⁠⁠https://members.delphidigital.io/home⁠⁠ Twitter: ⁠⁠https://twitter.com/Delphi_Digital⁠⁠ Youtube: ⁠⁠https://www.youtube.com/@Delphi_Digital⁠ Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠here⁠⁠. As an additional disclosure, Tom Shaughnessy the host is an angel investor in Monad. Keywords Monad, Keone Hon, EVM, Layer 1, high performance, low cost transactions, Ethereum Virtual Machine, EVM compatible, parallel execution, consensus, decentralization, developers, Monad xyz, Tommy Shaughnessy, Delphi Digital, Delphi, Crypto, Cryptocurrency, Ethereum,

13 Feb 202453min

Simon Harman: Chainflip's Cross-Chain Swaps Enable Crypto's On-Chain Future

Simon Harman: Chainflip's Cross-Chain Swaps Enable Crypto's On-Chain Future

Simon Harman, founder of decentralized cross-chain swap protocol Chainflip, joins us for an in-depth discussion on the future of trading in crypto. We cover the motivation behind building a decentralized exchange focused on major layer 1 assets like Bitcoin and Ethereum, the technical challenges with supporting Bitcoin, and how ChainFlip achieves fast, no-slippage swaps. Simon explains ChainFlip's advanced liquidity architecture including the JIT AMM, which allows liquidity providers to bid on trades in real-time. We discuss the debate around active versus passive liquidity and why active liquidity management is essential for competitive pricing. Looking at sustainability and security, Simon shares his views on how to define profitability for DeFi protocols and how ChainFlip captures value to incentivize FLIP token holders. He also walks us through ChainFlip’s extensive testing and processes to prevent hacks. With cross-chain interoperability on the rise, we get Simon’s thoughts on the app chain thesis and why application-specific blockchains have advantages over generalized smart contract platforms. Key Links Chainflip: https://chainflip.io Socials Simon’s Twitter Chainflip’s Twitter Can's Twitter Tommy’s Twitter Follow Delphi Digital Website: ⁠⁠https://members.delphidigital.io/home⁠⁠ Twitter: ⁠⁠https://twitter.com/Delphi_Digital⁠⁠ Youtube: ⁠⁠https://www.youtube.com/@Delphi_Digital⁠ Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠here⁠⁠. Keywords Decentralized exchange, DEX, Cross-chain swaps, Bitcoin swaps, Ethereum swaps, Trading, Liquidity, Tokenomics, Sustainability, Security, ChainFlip, Simon Harman, Tommy Shaughnessy, Can Gurel, Crypto, Cryptocurrency, Cross Chain, Exchange, Bitcoin, Ethereum,

2 Feb 20241h 19min

Logan Jastremski: Solana vs Celestia's Endgame and The High Throughput Blockchain Thesis (In Person Episode)

Logan Jastremski: Solana vs Celestia's Endgame and The High Throughput Blockchain Thesis (In Person Episode)

Logan Jastremski, Co-founder of Frictionless Capital, sits down for an in-person podcast with Tommy to discuss scaling solutions for high throughput blockchains. They dive into integrated chains like Solana versus modular approaches like Celestia, balancing decentralization and performance, Layer 2 rollups, the differences between downtime and reorgs, and more. Logan breaks down his views from a first principles perspective and where he thinks the infrastructure is heading long-term. Join them as they unravel the future of high throughput blockchains through an enlightening exchange of ideas and expert analysis. Key Links Frictionless Capital: https://www.frictionless.fund Socials Logan’s Twitter Frictionless Capital’s Twitter Tommy’s Twitter Follow Delphi Digital Website: ⁠⁠https://members.delphidigital.io/home⁠⁠ Twitter: ⁠⁠https://twitter.com/Delphi_Digital⁠⁠ Youtube: ⁠⁠https://www.youtube.com/@Delphi_Digital Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠here⁠⁠. Keywords crypto, blockchain, decentralisation, censorship resistance, transaction speeds, scalability limitations, data availability sampling, throughput bottlenecks, layer 2 rollups, sharding, virtual machines, consensus mechanisms, nakamoto coefficients, nodes, amortisation, sustainability, solana, celestia, high throughput, logan jastremski, frictionless, frictionless capital, high throughput blockchain scaling, intergrated chains,

23 Jan 20241h 44min

Ethena Labs: Fully Collateralized Stable Coin That Can Deliver Double Digit Organic Crypto Native Yield

Ethena Labs: Fully Collateralized Stable Coin That Can Deliver Double Digit Organic Crypto Native Yield

Guy Young joins Delphi Ventures' Yan Liberman to discuss Ethena’s novel approach to creating a stablecoin that is censorship-resistant, scalable, and yield-generating. We explore how Ethena achieves these goals through a crypto-native stablecoin called USDE that generates yield by collateralizing staked ETH and shorting ETH futures. The conversation provides unique insight into the mechanics and incentives underlying USDE's design. We also discuss second-order implications of the product capturing significant market share in the future and explore pathways for further decentralization over time. The episode sheds light on an innovative stablecoin built to be resilient across market cycles. It serves as a fascinating case study on the delicate balance between pragmatism and principles in crypto design. We also touch on future opportunities to integrate USDE's outsized yields into DeFi protocols in synergistic ways as adoption grows. Key Links Ethena Labs: https://www.ethena.fi Socials Guy’s Twitter Ethena Labs’s Twitter Yan’s Twitter Follow Delphi Digital Website: ⁠⁠https://members.delphidigital.io/home⁠⁠ Twitter: ⁠⁠https://twitter.com/Delphi_Digital⁠⁠ Youtube: ⁠⁠https://www.youtube.com/@Delphi_Digital⁠ Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠here⁠⁠. DV is an investor in Ethena. Keywords stablecoin, yield farming, ethereum staking, futures basis trading, dual asset collateralization, decentralized finance (DeFi), total value locked (TVL), market resilience, open interest, cryptocurrency adoption, tokenomics, crypto derivatives, lending protocols, money markets, fixed income, decentralized governance, stablecoin regulations, tether, market share, proof of stake economics, staked cryptoassets, USDE, ethena, ethena labs, USDC,

18 Jan 202442min

Nick Emmons: Crypto x AI Will Change The Fabric of Society and DeFi Powered AI Is the First Step

Nick Emmons: Crypto x AI Will Change The Fabric of Society and DeFi Powered AI Is the First Step

AI innovation is accelerating rapidly, but centralized control threatens equitable access and distribution. Can decentralized coordination unlock AI's full potential? We explore this question with Upshot CEO Nick Emmons on his mission to decentralize AI models and architect mechanisms for specialized models to work together. We dive into Upshot's network architecture, machine learning pricing models for NFT valuations and DeFi, reimagining incentives and IP protections, challenges facing decentralized models, and whether crypto startups can realistically compete against data and talent-rich Big Tech. Get Nick's forward-looking view on if decentralization can reshape access, power, and innovation in AI - as well as predictions on AGI evolution timelines and crypto's role in advancing an open and participatory AI future. Don't miss this forward-looking glimpse into the AI decentralization uprising from one of its leading voices. Summary: The vision and roadblocks for decentralizing AI models outside of Big Tech's walled gardens Architecting coordination mechanisms for specialized AI models to work together Reimagining the crypto-AI stack from data to models to applications Ensuring model IP protections while enabling collective intelligence Who wins? Evaluating if crypto startups can realistically compete against AI giants Predictions on AGI timelines and decentralization impacting access Key Links Upshot: https://upshot.xyz Socials Nick’s Twitter Tommy’s Twitter Follow Delphi Digital Website: ⁠⁠https://members.delphidigital.io/home⁠⁠ Twitter: ⁠⁠https://twitter.com/Delphi_Digital⁠⁠ Youtube: ⁠⁠https://www.youtube.com/@Delphi_Digital⁠ Disclosures Disclosures: This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token. Delphi’s transparency page can be viewed ⁠⁠here⁠⁠. Additional disclosure: Upshot is a Delphi Ventures portfolio comp Keywords Decentralized AI, AI centralization, crypto vs Big Tech, decentralized AI models, AI coordination mechanisms, crypto AI stack, financial AI models, NFT valuations, AI incentives, model IP protection, collective intelligence, specialized AI models, verifiable AI, generative AI models, AI infrastructure, AI applications, AI, UpShot, BitTensor, Nick Emmons, Delysium, AGI, TAO, Proof of Alpha, NFT, DeFi, DePin

15 Jan 202453min

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