SHOW DIRECTORY
Delphi Digital
Delphi Digital's conversations and research discussions across crypto, AI, technology, venture investing, and markets, including Hivemind and The Delphi Podcast.
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Why OpenAI Should Be Scared of Open Source
Robot Ventures led Nous Research’s $90 million round on Tarun Chitra’s thesis that Hermes can own AI’s user relationship through a packaged harness.Unsolicited forks by Chinese small-robot makers provide product-fit evidence grounded in Nous’s training, inference and context research.Enterprise distribution and token-order-flow rebates offer growth paths, but Tarun says demand is not secured until contracts are signed.
It's not AI Doom, It's a Fourth Turning
Michael Arrington frames AI panic, sovereign debt, geopolitical tension, and institutional decay as overlapping Fourth Turning symptoms, not one clean “doom” event.He argues US labs cannot slow AI development while China may continue racing; Bitcoin could hedge institutional risk and become autonomous AI’s native transaction layer, while founder psychology and capitulation inform bear-market entry.
Most VCs Are Afraid to Be Wrong | Rohan Pujara
Pujara avoids consensus-heavy seed categories where inflated prices, copycats, and weak margins destroy early economics, underwriting distinctive founders instead.Valhalla’s $80 million–$100 million fund makes only two to four new investments annually and can concentrate 20%–30% behind a clear fund-returner.K2 Space’s more than $1 billion of signed business and $6.8 billion valuation illustrate the playbook, while the roughly 30-check diversification case remains unresolved.
China’s AI Advantage Is Bigger Than You Think
Chinese labs are stabilizing multi-trillion-parameter MoE training and open-sourcing recipes that spread GRPO/RLVR variants within months.Open-weight price wars could make tokens an electricity derivative as China adds capacity 6x faster and co-designs weaker chips for cheaper serving.A 2028 Ascend model could be a catalyst, while possible export restrictions preserve bridge-demolition risk.
Most Venture Funds Are Playing Momentum Games | Michael Dempsey
Venture momentum is uniquely fragile: without scaled liquidity, dilution and preferred stacks can turn a softening bid into a 100% drawdown rather than 10–20%.Compound’s seed data finds that every valuation bucket above the bottom quartile produces similar top-decile outcomes, while Dempsey sees a 2028–2030 AI window and must rebuild the firm’s edge through higher-order analysis.
Steve McLaughlin Built a Multi-Billion-Dollar Investment Bank and Beat Wall Street at Its Own Game
Fintech remains a single-digit percentage of financial services, growing 20-30% versus banks’ 3-5%, as Fiserv, FIS, and PayPal face AI-native challengers.FT Partners’ Lynk sale—$550M versus $150M bids after only 15% growth—and its $50M Revolut bet illustrate how diligence, conviction capital, and incentives can capture value, while no-moat AI applications remain exposed to competition.
Building the SoftBank of Robotics | Andrew Kang
Humanoid robotics may be approaching the pre-ChatGPT phase of AI, with $50,000 robots requiring only 20,000 units for $1B revenue and a projected tens-of-billions industry within two to four years.Robo Strategy (NASDAQ: BOT) seeks to challenge SoftBank through public markets, favoring vertically integrated players with embodiment-specific data; US restrictions on Chinese robots could help, while robotics data businesses face a two-to-five-year durability test.