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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.
OpenAI is Making a MASSIVE Mistake
Ambient is positioning itself as an asset-light “Uber for inference,” using 100% logits verification to aggregate stranded GPU supply and guarantee delivery quality.With inference margins of 40-50% versus roughly 10% for rental operators, its routing and token incentives could capture a structural uplift, while falling token prices and a possible two-year AI winter remain the key test.