Infinite Compute Demand, AI Energy Crisis & Why This Cycle Could Last Years

The $1 Trillion Tech Sell-Off: Panic or the Best Entry of the Year?

🧠 Capitalize on this bull market by tracking our PRO analysts' portfolios and live trades - just $1 for 7 days.⁠⁠⁠⁠ [https://milkroad.com/pro/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-jun10] ⁠⁠⁠⁠ ~~~~~ In today’s episode, we break down the growing debate at the heart of the AI investment thesis. Will AI keep driving endless demand for chips, data centers, and power? Or are efficiency gains about to reshape the entire industry? We get into why some investors are turning cautious on the AI infrastructure trade, the rise of cheaper open-source models like DeepSeek, whether token demand is peaking, and why "compute per watt" might become the most important metric in AI investing. ~~~~~ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://out.milkroad.com/PharosNetwork2026Podcast] ⁠⁠⁠📱Your carrier sells your data, switch to Cape and get 33% off your first 6 months with code MILKROAD.⁠⁠⁠ [https://out.milkroad.com/Cape2026Podcast] ⁠⁠⁠⁠⚡Wealth is evolving, use Nexo to earn, borrow, and trade crypto all in one secure platform. ⁠⁠⁠⁠ [http://nexo.com/milkroad] ⁠⁠🔮 Turn your takes into trades on Kalshi: predict real-world outcomes, and get $10 free when you trade $10⁠⁠ [https://out.milkroad.com/Kalshi2026Podcast] ~~~~~ 🔧 Tools & Channels⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-mar25]🥛 ⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠🥛 ⁠Don't miss another minute of Milk Road AI; get our newsletter directly in your inbox twice a week.⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-jun10] ~~~~~ ✊ Follow Milk Road on Social Media: 👉 Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://x.com/MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://x.com/MilkRoadAI] 👉 YouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/@MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://www.youtube.com/@MilkRoadAI] 👉 Spotify: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/spotify-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/spotify-mr-ai] 👉 Apple Podcast: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/applepod-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/applepod-mr-ai] ~~~~~ 🎙 GUEST INFO 🎙 Kyle Reidhead: ⁠https://x.com/KyleReidhead⁠ [https://x.com/KyleReidhead] Vincent: ⁠⁠⁠⁠⁠⁠https://x.com/WhiteCollarExit⁠⁠⁠⁠⁠⁠ [https://x.com/WhiteCollarExit] 📃 Disclaimer 📃 The information presented in this video is for educational and informational purposes only. It should not be considered as financial, legal, or tax advice. The speakers are not licensed financial advisors or registered investment advisors. Investing in cryptocurrencies carries significant risks, including the potential for substantial losses. The speakers do not guarantee any specific outcome or profit.

A 200x Market Almost Nobody Is Talking About Yet

🧠 Capitalize on this bull market by tracking our PRO analysts' portfolios and live trades - just $1 for 7 days.⁠⁠⁠ [https://milkroad.com/pro/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-jun3] ⁠⁠⁠⁠ ~~~~~ The AI arms race is accelerating. And the biggest tech companies in the world are spending billions to secure one thing: compute. In this episode, we break down why Google's massive capital raise could be one of the strongest signals yet that AI demand is blowing past available supply. Corporations aren't treating compute like software anymore. They're treating it like a strategic asset. Like oil. Like land. We get into how NVIDIA's ecosystem keeps expanding, and why the next generation of AI winners might be hiding in networking, semiconductors, power infrastructure, and optical systems. ~~~~~ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://out.milkroad.com/PharosNetwork2026Podcast] ⁠⁠📱Your carrier sells your data, switch to Cape and get 33% off your first 6 months with code MILKROAD.⁠⁠ [https://out.milkroad.com/Cape2026Podcast] ⁠⁠⁠⚡Wealth is evolving, use Nexo to earn, borrow, and trade crypto all in one secure platform. ⁠⁠⁠ [http://nexo.com/milkroad] ⁠🔮 Turn your takes into trades on Kalshi: predict real-world outcomes, and get $10 free when you trade $10⁠ [https://out.milkroad.com/Kalshi2026Podcast] ~~~~~ 🔧 Tools & Channels⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-mar25]🥛 ⁠ ⁠⁠⁠⁠⁠⁠⁠⁠🥛 ⁠Don't miss another minute of Milk Road AI; get our newsletter directly in your inbox twice a week.⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-jun3] ~~~~~ ✊ Follow Milk Road on Social Media: 👉 Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://x.com/MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://x.com/MilkRoadAI] 👉 YouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/@MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://www.youtube.com/@MilkRoadAI] 👉 Spotify: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/spotify-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/spotify-mr-ai] 👉 Apple Podcast: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/applepod-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/applepod-mr-ai] ~~~~~ 🎙 GUEST INFO 🎙 Kyle Reidhead: https://x.com/KyleReidhead [https://x.com/KyleReidhead] Vincent: ⁠⁠⁠⁠⁠https://x.com/WhiteCollarExit⁠⁠⁠⁠⁠ [https://x.com/WhiteCollarExit] 📃 Disclaimer 📃 The information presented in this video is for educational and informational purposes only. It should not be considered as financial, legal, or tax advice. The speakers are not licensed financial advisors or registered investment advisors. Investing in cryptocurrencies carries significant risks, including the potential for substantial losses. The speakers do not guarantee any specific outcome or profit.

The AI Model With An Unfair Advantage Over ChatGPT

🧠 Capitalize on this bull market by tracking our PRO analysts' portfolios and live trades - just $1 for 7 days.⁠⁠⁠ [https://milkroad.com/pro/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-jun1] ⁠⁠⁠⁠ ~~~~~ In today's episode, we break down why the intersection of AI demand and web infrastructure is creating a massive value mismatch, and how decentralized computing protocols are solving real-world data bottlenecks.Yan Liberman, managing partner at Delphi Ventures, explains why the privacy-focused LLM platform Venice remains aggressively undervalued despite its recent 10x run, how the protocol is quietly locking down millions in subscription ARR from power users, and why its unique foundation structure ensures that long-term cash flows flow directly back to token value without relying on artificial buybacks. ~~~~~ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://out.milkroad.com/PharosNetwork2026Podcast] ⁠⁠📱Your carrier sells your data, switch to Cape and get 33% off your first 6 months with code MILKROAD.⁠⁠ [https://out.milkroad.com/Cape2026Podcast] ⁠⁠⁠⚡Wealth is evolving, use Nexo to earn, borrow, and trade crypto all in one secure platform. ⁠⁠⁠ [http://nexo.com/milkroad] ⁠🔮 Turn your takes into trades on Kalshi: predict real-world outcomes, and get $10 free when you trade $10. ⁠ [https://out.milkroad.com/Kalshi2026Podcast] ~~~~~ 🔧 Tools & Channels⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-mar25]🥛 ⁠ ⁠⁠⁠⁠⁠⁠⁠⁠🥛 ⁠Don't miss another minute of Milk Road AI; get our newsletter directly in your inbox twice a week.⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=social&utm_source=youtube_organic_ai&utm_campaign=pod-jun1] ~~~~~ ✊ Follow Milk Road on Social Media: 👉 Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://x.com/MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://x.com/MilkRoadAI] 👉 YouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/@MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://www.youtube.com/@MilkRoadAI] 👉 Spotify: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/spotify-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/spotify-mr-ai] 👉 Apple Podcast: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/applepod-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/applepod-mr-ai] ~~~~~ 🎙 GUEST INFO 🎙 Yan Liberman: https://x.com/YanLiberman [https://x.com/YanLiberman] 📃 Disclaimer 📃 The information presented in this video is for educational and informational purposes only. It should not be considered as financial, legal, or tax advice. The speakers are not licensed financial advisors or registered investment advisors. Investing in cryptocurrencies carries significant risks, including the potential for substantial losses. The speakers do not guarantee any specific outcome or profit.

Why NeoClouds Could Become The Biggest AI Winners

🧠 Capitalize on this bull market by tracking our PRO analysts' portfolios and live trades - just $1 for 7 days.⁠⁠ [https://milkroad.com/pro/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-may27] ⁠⁠⁠⁠ ~~~~~ The S&P 500 is smashing through insane new all-time highs, Micron officially rocketed into a trillion-dollar company, and the true constraints of the $8 trillion AI infrastructure race are physical bottlenecks hidden from the public eye. We explain why the hyper-cyclical "boom and bust" era for semiconductor stocks is being completely rewritten by massive multi-year contracts, and we map out the explosive rise of the "neocloud market" heading toward a projected $400 billion valuation. ~~~~~ ⁠⁠⁠⁠⁠⁠⁠⁠ [https://out.milkroad.com/PharosNetwork2026Podcast] ⁠📱Your carrier sells your data, switch to Cape and get 33% off your first 6 months with code MILKROAD.⁠ [https://out.milkroad.com/Cape2026Podcast] ⁠⁠⚡Wealth is evolving, use Nexo to earn, borrow, and trade crypto all in one secure platform. ⁠⁠ [http://nexo.com/milkroad] 🔮 Turn your takes into trades on Kalshi: predict real-world outcomes, and get $10 free when you trade $10 [https://out.milkroad.com/Kalshi2026Podcast] ~~~~~ 🔧 Tools & Channels⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-mar25]🥛 ⁠ ⁠⁠⁠⁠⁠⁠⁠🥛 ⁠Don't miss another minute of Milk Road AI; get our newsletter directly in your inbox twice a week.⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-may27] ~~~~~ ✊ Follow Milk Road on Social Media: 👉 Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://x.com/MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://x.com/MilkRoadAI] 👉 YouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/@MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://www.youtube.com/@MilkRoadAI] 👉 Spotify: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/spotify-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/spotify-mr-ai] 👉 Apple Podcast: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/applepod-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/applepod-mr-ai] ~~~~~ 🎙 GUEST INFO 🎙 Vincent: ⁠⁠⁠⁠https://x.com/WhiteCollarExit⁠⁠⁠⁠ [https://x.com/WhiteCollarExit] 📃 Disclaimer 📃 The information presented in this video is for educational and informational purposes only. It should not be considered as financial, legal, or tax advice. The speakers are not licensed financial advisors or registered investment advisors. Investing in cryptocurrencies carries significant risks, including the potential for substantial losses. The speakers do not guarantee any specific outcome or profit.

What The Economy Looks Like When Machines Can Pay Each Other

🧠 Capitalize on this bull market by tracking our PRO analysts' portfolios and live trades - just $1 for 7 days.⁠⁠ [https://milkroad.com/pro/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-may25] ⁠⁠⁠⁠ ~~~~~ AI agents are evolving from simple chatbots into autonomous economic actors. And that could completely change the global financial system. We sat down with Guillaume Poncin (CTO at Alchemy) on Milk Road AI to dig into why AI agents are going to need their own financial infrastructure. Here's the thing: traditional banking rails aren't built for machines. They're built for humans with IDs, signatures, and bank accounts that take 3 days to settle. Agents need something different. Faster. Programmable. Always on. ~~~~~ ⁠⁠⁠⁠⁠⁠⁠⁠ [https://out.milkroad.com/PharosNetwork2026Podcast] ⁠📱Your carrier sells your data, switch to Cape and get 33% off your first 6 months with code MILKROAD.⁠ [https://out.milkroad.com/Cape2026Podcast] ⁠⁠⚡Wealth is evolving, use Nexo to earn, borrow, and trade crypto all in one secure platform. ⁠⁠ [http://nexo.com/milkroad] 🔮 Turn your takes into trades on Kalshi: predict real-world outcomes, and get $10 free when you trade $10. [https://out.milkroad.com/Kalshi2026Podcast] ~~~~~ 🔧 Tools & Channels⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-mar25]🥛 ⁠ ⁠⁠⁠⁠⁠⁠⁠🥛 ⁠Don't miss another minute of Milk Road AI; get our newsletter directly in your inbox twice a week.⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://milkroad.com/subscribe/?utm_medium=audio&utm_source=podcast_organic_ai&utm_campaign=pod-may25] ~~~~~ ✊ Follow Milk Road on Social Media: 👉 Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://x.com/MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://x.com/MilkRoadAI] 👉 YouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/@MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://www.youtube.com/@MilkRoadAI] 👉 Spotify: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/spotify-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/spotify-mr-ai] 👉 Apple Podcast: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/applepod-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ [https://link.milkroad.com/applepod-mr-ai] ~~~~~ 🎙 GUEST INFO 🎙 Guillaume Poncin: https://x.com/gponcin [https://x.com/gponcin] 📃 Disclaimer 📃 The information presented in this video is for educational and informational purposes only. It should not be considered as financial, legal, or tax advice. The speakers are not licensed financial advisors or registered investment advisors. Investing in cryptocurrencies carries significant risks, including the potential for substantial losses. The speakers do not guarantee any specific outcome or profit.