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DePINed podcast
Fluence
73 episodes
5 days ago
DePINed is a podcast focused on the ecosystem of decentralized physical networks. DePIN companies and protocols crowdsource infrastructure such as WiFi hot spots, computer servers and even cars and, using crypto incentives, create cohesive, global networks from thousands of different providers. This podcast explores all of the use cases launching in this sector as well as the key players in financing and explaining this growing sector which will reshape a broad array of industries. Hosted by Tom Trowbridge, co-founder of Fluence, previously co-founder and president at Hedera Hashgraph.
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Technology
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All content for DePINed podcast is the property of Fluence and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
DePINed is a podcast focused on the ecosystem of decentralized physical networks. DePIN companies and protocols crowdsource infrastructure such as WiFi hot spots, computer servers and even cars and, using crypto incentives, create cohesive, global networks from thousands of different providers. This podcast explores all of the use cases launching in this sector as well as the key players in financing and explaining this growing sector which will reshape a broad array of industries. Hosted by Tom Trowbridge, co-founder of Fluence, previously co-founder and president at Hedera Hashgraph.
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Technology
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Decentralized Compute + Swarm Inference: The Future of AI Models | Ivan Nikitin, Fortytwo (#71)
DePINed podcast
1 hour 3 minutes 9 seconds
4 weeks ago
Decentralized Compute + Swarm Inference: The Future of AI Models | Ivan Nikitin, Fortytwo (#71)

Small, specialized AI models are catching up to and in many cases outperforming — frontier LLMs. Fortytwo is building a decentralized compute network where thousands of lightweight models collaborate, rank each other’s outputs, and produce reasoning-quality results that rival the biggest models in the world. This is swarm Inference powered by DePIN.In this episode, Tom Trowbridge (Co-Founder of Fluence) talks with Ivan Nikitin, Co-Founder of Fortytwo — a decentralized AI network that recently surpassed GPT-5–class models on coding, math and hard-science benchmarks.🚀 This episode breaks down why the era of mega-models is slowing, how swarm architectures overcome hallucinations, and why decentralized compute may be the future of AI infrastructure:

- Why small specialized models now outperform frontier LLMs on domain tasks

- How Fortytwo’s “swarm ranking” filters out hallucinations and boosts accuracy

- The limitations of giant models: diminishing returns & rising compute costs

- Decentralized compute: consumer hardware as a global AI network

- The Fortytwo reward system: reputation, incentives & proof-of-InferenceIf you want to understand why decentralized compute is challenging the frontier-model paradigm — and how swarm Inference could redefine the future of AI — listen now! 🎧

DePINed podcast
DePINed is a podcast focused on the ecosystem of decentralized physical networks. DePIN companies and protocols crowdsource infrastructure such as WiFi hot spots, computer servers and even cars and, using crypto incentives, create cohesive, global networks from thousands of different providers. This podcast explores all of the use cases launching in this sector as well as the key players in financing and explaining this growing sector which will reshape a broad array of industries. Hosted by Tom Trowbridge, co-founder of Fluence, previously co-founder and president at Hedera Hashgraph.