José Macedo and Pondering Durian: The Birth of Delphi Intelligence

José Macedo and Pondering Durian: The Birth of Delphi Intelligence

Join Tommy Shaughnessy as he hosts Pondering Durian (Lead at Delphi Intelligence) and José Macedo (Co-Founder at Delphi Labs & Founding Partner at Delphi Ventures) to introduce Delphi Intelligence — Delphi’s new open research initiative focused on artificial intelligence. Learn why Delphi is going deep into frontier models, robotics, reinforcement learning, and the intersection of crypto and AI, and how this initiative aims to uncover transformative opportunities across emerging tech.


Delphi Intelligence: https://www.delphiintelligence.io/



🎯 Key Highlights


▸ Why Delphi pivoted to AI after years in crypto research and investing.

▸ Inside Delphi Intelligence: free, high-quality research on AI, RL, robotics, and more.

▸ How the team blends deep research with deal sourcing — like early crypto days.

▸ The three phases of AI scale: pretraining, inference, and the RL renaissance.

▸ José and PD on decentralizing RL and building “The World’s RL Gym.”

▸ The case for open AI: modular design, public reasoning, and collaboration.

▸ How LLMs are learning to “think longer” — and what it means for training.

▸ Open-source vs. proprietary AI — and China’s growing lead in open models.

▸ Why José believes AGI may already be here with GPT-4o.

▸ Where early AI startups can still win — from robotics to edge hardware.

▸ Why this AI moment feels like crypto in 2017 — and why it’s still early.

▸ The team’s views on AI safety vs. acceleration, including visits to Anthropic.

▸ A geopolitical view: US vs. China in AI, talent flows, and capital differences.

▸ What the next “Mag 7” of AI could be — and why Big Tech might not lead.

▸ How Delphi plans to find early winners in AI, like they did in crypto.



💡 Subscribe for more crypto & AI insights! 🔔



🧠 Follow the Alpha


▸ Delphi Intelligence's Twitter: @delphi_intel

▸ PD's Twitter: @PonderingDurian

▸ José's Twitter: @ZeMariaMacedo



🔗 Connect with Delphi


🌐 Portal: https://delphidigital.io/

🐦 Twitter: https://x.com/delphi_digital

💼 LinkedIn: https://www.linkedin.com/company/delphi-digital/



🎧 Listen on


Spotify: https://open.spotify.com/show/62PR1RigLG2YN5Pelq6UY9?si=18ac7ccf36ab4753&nd=1&dlsi=50105fd66e6c4124

Apple Podcasts: https://podcasts.apple.com/us/podcast/the-delphi-podcast/id1438148082

Youtube: https://www.youtube.com/channel/UC9Yy99ZlQIX9-PdG_xHj43Q



Timestamps


00:00 - Introduction to Delphi Intelligence

01:30 - Why AI Feels Like Crypto in 2017

03:30 - The AI Research Gap Delphi Aims to Fill

06:30 - Robotics Deep Dive: Humanoids vs. Specialization

10:00 - AI’s Impact on Traditional Tech Moats

14:30 - Can the Mag 7 Be Disrupted by AI Labs?

17:00 - Google, Meta, OpenAI, and the Race for Interface

21:00 - Crypto as a Hedge Against AI-Driven Inequality

24:00 - Safety vs. Acceleration: Anthropic vs. OpenAI

28:00 - China’s Open-Source AI Strategy

31:30 - Zero-to-One vs. One-to-X Innovation Models

35:00 - Open-Source Models: Strategic or Suicidal?

38:00 - Early-Stage Edge: Where Startups Can Win

42:00 - Verticalized AI Apps, Context Engineering, and GPTs

46:00 - US vs. China in Robotics: Software vs. Hardware

50:00 - The Role of Simulation, Sensors, and Real-World Feedback

53:00 - Delphi’s Dual Approach: Deep Research + Early Deal Flow

55:00 - The Vision for Delphi Intelligence 10 Years Out



Disclaimer


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.

Jaksot(469)

Ryan Zurrer and Jake Brukhman: Expert Allocators with 21 Years Experience and Investors in Hundreds of Projects Worth Tens of Billions Discuss The State of Everything Crypto

Ryan Zurrer and Jake Brukhman: Expert Allocators with 21 Years Experience and Investors in Hundreds of Projects Worth Tens of Billions Discuss The State of Everything Crypto

Co-Founder of Delphi Digital Tom Shaughnessy hosts Ryan Zurrer the founder of Dialectic and Jake Brukhman the Co-Founder and CEO of Coinfund. Ryan and Jake are experienced VCs who have been in crypto for a combined 21 years, have invested into hundreds of projects worth collectively tens of billions of dollars. The three discuss: AI Global Macro The bear Markets Genesis and DCG solvency Web3 UI, incentives and architecture Issues with DAOs and the goal of investment DAOs NFT Art and the end goal of PFPs (Movies, IP, games) Web3's vision and Web2 incumbent moves like Twitter Social Links Ryan Zurrer Jake Brukhman Tommy Shaughnessy Follow Delphi Digital Website: https://members.delphidigital.io/home Twitter: https://twitter.com/Delphi_Digital Youtube: https://www.youtube.com/@Delphi_Digital 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.

22 Joulu 20221h 46min

Is Crypto Inherently Political? w/ Stephen Palley | Full Disclosure Ep.3

Is Crypto Inherently Political? w/ Stephen Palley | Full Disclosure Ep.3

This week on Full Disclosure, Gabe and Sarah are joined by Stephen Palley, a digital commerce partner at Brown Rudick. We discuss whether crypto and law are inherently political industries and Ooki DAO’s defense against the CFTC. Show Notes: (00:00:00) – Introduction. (00:00:34) – Is crypto inherently political? (00:04:13) – Analysis of CFTC suing Ooki DAO. (00:09:34) – Regulators picking on the small guy. Social links: Gabe’s Twitter Sarah’s Twitter Palley's Twitter More 📺 Watch Video Interviews 💬 Follow Delphi Podcast on Twitter ✅ Follow Delphi Digital on Twitter 🧠 Access Delphi's Research 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 Digital 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.

15 Marras 202212min

Transparent Crypto Regulations w/ Stephen Palley | Full Disclosure Ep.2

Transparent Crypto Regulations w/ Stephen Palley | Full Disclosure Ep.2

This week on Full Disclosure, Gabe and Sarah are joined by Stephen Palley, a digital commerce partner at Brown Rudick. We cover Palley’s path to crypto law, the fallout from Gabe leaking the draft Digital Commodities Consumer Protection Act (DCCPA) and which regulator is best suited to crypto. Show Notes: (00:00:00) – Introduction. (00:00:51) – Drink of the week. (00:02:21) – Palley’s life as a crypto lawyer. (00:05:37) – Hot takes on crypto law twitter. (00:08:26) – Which regulator is best suited for crypto? (00:12:41) – Closing. Social links: Gabe’s Twitter Sarah’s Twitter Palley's Twitter More 📺 Watch Video Interviews 💬 Follow Delphi Podcast on Twitter ✅ Follow Delphi Digital on Twitter 🧠 Access Delphi's Research 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 Digital 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.

1 Marras 202212min

How NFTs are Revolutionizing Media w/ Seth Green, Shaan Bhagat, & Chris Waters

How NFTs are Revolutionizing Media w/ Seth Green, Shaan Bhagat, & Chris Waters

In this episode, we’re joined by Seth Green, Shaan Bhagat, and Chris Waters, the team behind Globitron and the B-bots, an NFT cartoon project. We discuss the challenges of funding in traditional media, what NFTs and CC0 unlock for the industry, the importance of building strong fan communities, and much more. Show Notes: (00:00:00) – Introduction. (00:03:00) – Origin story of Globitron. (00:08:03) – Hollywood vs. NFTs. (00:12:35) – Getting funded in traditional media. (00:15:51) – Community & a strong social foundation. (00:22:12) – Overview on Globitron and the B-bots. (00:32:27) – CC0 and disruptive models for media. (00:56:01) – The Rising Tide model. (01:06:06) – The B-bots drop. Social links: Seth’s Twitter Chris’ Twitter Shaan’s Twitter B-bots Twitter Masterfile Twitter Resources: B-bots Website Globitron Website Masterfile Website More 📺 Watch Video Interviews 💬 Follow Delphi Podcast on Twitter ✅ Follow Delphi Digital on Twitter 🧠 Access Delphi's Research 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 Digital 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.

15 Syys 20221h 11min

Day in the Life of a Crypto Lawyer | Full Disclosure Ep.1

Day in the Life of a Crypto Lawyer | Full Disclosure Ep.1

This week on Full Disclosure, Gabe and Sarah talk about their paths into crypto law, the best & worst part of the job, and commentary on the Stabenow Boozman Bill that gives the CFTC jurisdiction on regulating digital commodities. Show Notes: (00:00:00) – Introduction. (00:00:55) – Drink of the week. (00:01:22) – Getting into crypto law. (00:12:36) – A day in the life of a crypto lawyer. (00:19:49) – The best & worst part of the job. (00:22:05) – Regulating Digital Commodities / The Stabenow-Boozman Bill. (00:37:28) – Send us your questions! Resources: Gabe’s Twitter Sarah’s Twitter Stabenow-Boozman Bill on Digital Commodities More 📺 Watch Video Interviews 💬 Follow Delphi Podcast on Twitter ✅ Follow Delphi Digital on Twitter 🧠 Access Delphi's Research 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 Digital 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.

8 Syys 202238min

How Censorship Resistant is Ethereum? With Jon Charbonneau

How Censorship Resistant is Ethereum? With Jon Charbonneau

In this episode, we dive into Ethereum’s censorship resistance with Jon Charbonneau, Research Associate at Delphi Digital. We discuss the effects of OFAC sanctions on Tornado Cash, MEV & builder centralization, mechanisms to mitigate censorship, and much more. Show Notes: (00:00:00) – Introduction. (00:00:42) – Censorship, Tornado Cash, & OFAC sanctions. (00:03:46) – New actors under Proof-of-Stake (PoS). (00:12:50) – Economics for builders, relayers, & validators. (00:15:47) – MEV on rollups. (00:20:50) – Block builder and relayer centralization. (00:27:49) – Types of censoring on Ethereum. (00:31:00) – Censoring on PoW vs. PoS. (00:35:33) – How does it all play out? (00:46:43) – Building in a quasi-permissioned world. (00:51:07) – Censorship mitigating mechanisms. (00:59:19) – What comes after The Merge? (01:10:22) – Risks of private order flow. Resources: Jon’s Twitter The Hitchhiker’s Guide to Ethereum The Complete Guide to Rollups More 📺 Watch Video Interviews 💬 Follow Delphi Podcast on Twitter ✅ Follow Delphi Digital on Twitter 🧠 Access Delphi's Research 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 Digital 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.

7 Syys 20221h 12min

DISRUPTORS: Into the Cosmos Galaxy with Zaki Manian

DISRUPTORS: Into the Cosmos Galaxy with Zaki Manian

Our fifth DISRUPTORS guest, Zaki Manian, is the Co-founder of Sommelier Finance and iqlusion. He is a foremost contributor to Cosmos, having helped launch their first testnet. Subsequently, he's furthered the Cosmos roadmap by completing IBC. Zaki joined us for the first live DISRUPTORS to explore: What's next for Cosmos? The masterclass presentation was followed by a Q&A open to all on YouTube Live. Show Notes: (00:00:00) – Introduction. (00:02:33) – Overview of Cosmos. (00:12:33) – Cosmos principles. (00:15:38) – What is Cosmos? (00:18:33) – Application-Specific blockchains. (00:22:48) – Inter-Blockchain Communication (IBC). (00:28:20) – Modular blockchain architecture. (00:30:50) – Cosmos hub. (00:32:54) – Q&A. Social links: Zaki’s Twitter: https://twitter.com/zmanian Zaki's LinkedIn: https://www.linkedin.com/in/zmanian Sommelier's Twitter: https://twitter.com/sommfinance Resources: iqlusion Website: https://www.iqlusion.io/ Sommelier Website: https://www.sommelier.finance/ More 💬 Follow Delphi Podcast on Twitter: https://delphi.link/PodcastDelphi ✅ Follow Delphi Digital on Twitter: https://delphi.link/twitter 🧠 Access Delphi's Research: https://delphidigital.io/pricing 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 may personally own tokens 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 at https://delphidigital.io/transparency.

29 Elo 20221h 17min

Tangent: Investing in Web3 Founders as an Angel Collective w/ Jason Choi

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2 Elo 202249min