Jake Brukman breaks down why a swarm of decentralized agents beat Google's quantum circuit research in a week, why decentralized training on consumer hardware is now provably cheaper than data centers, and why winning just 10% of AI training automatically locks in revenue from a $1 trillion inference market. He published this thesis in September 2022, before ChatGPT existed.
Jake Brukman is Founder and CEO of CoinFund, an 11-year digital assets and decentralized AI investment firm.
The Rollup is where the leaders of digital assets and finance converge. Live from the financial capital of the world.
Timestamps
00:00 AI Meets Decentralization Thesis
02:44 Thesis Before ChatGPT Existed
03:44 Consumer Devices Train Models
04:29 100B Parameters Consumer Hardware
06:45 Rise Of Authentic Swarms
09:15 Swarms Outpaced Google Fast
12:53 Inference Drives All Revenue
13:13 $1T Inference Market 2031
14:53 Crypto Subsidizes AI Inference
17:02 Win Training Win Inference
20:47 Decentralized Training Now Cheaper
22:49 Kirkland $500M Own Model
28:39 Harnesses Collect Trace Data
31:24 Co-Own Model Donate Traces
33:10 Different From Past Web3
40:11 2.4B Monthly AI Users
Guest Socials:
Jake Brukhman X: https://x.com/jbrukh
CoinFund X: https://x.com/coinfund
CoinFund Website: https://www.coinfund.io/
Partners:
Better than Banks. Transparent capital efficiency earning the highest yields in DeFi. Learn more here: https://infinifi.xyz/
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Dinari - Over 230 1:1 backed tokenized stocks, ETFs & more with dividends. US-based SEC transfer agent. Available on 5+ chains & via API. https://dinari.com/
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Relay is the fastest and most reliable way to swap any token on any chain. Learn more here: https://relay.link/bridge
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Zama is an open source cryptography company that builds state-of-the-art Fully Homomorphic Encryption (FHE) solutions for blockchain.
Learn more here: https://www.zama.org/
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Trezor is the creator of the first-ever hardware wallet. Securing crypto for 2M+ users worldwide. 100% open source.
Learn more here: https://affil.trezor.io/aff_c?offer_id=133&aff_id=36664
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๐ช๐ฒ ๐๐ฟ๐ ๐ผ๐๐ฟ ๐ฏ๐ฒ๐๐ ๐๐ผ ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐ฒ ๐ต๐ถ๐ด๐ต-๐พ๐๐ฎ๐น๐ถ๐๐, ๐ป๐ผ๐ป-๐ฏ๐ถ๐ฎ๐๐ฒ๐ฑ, ๐ฒ๐ฑ๐๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐ฎ๐น ๐ฐ๐ผ๐ป๐๐ฒ๐ป๐ ๐ณ๐ผ๐ฟ ๐๐ต๐ฒ ๐ฑ๐ถ๐ด๐ถ๐๐ฎ๐น ๐ฎ๐๐๐ฒ๐๐ ๐ฒ๐ฐ๐ผ๐๐๐๐๐ฒ๐บ. ๐ฆ๐๐ฝ๐ฝ๐ผ๐ฟ๐ ๐๐ ๐ฏ๐ ๐ฐ๐น๐ถ๐ฐ๐ธ๐ถ๐ป๐ด ๐ฎ๐ป๐ ๐ผ๐ณ ๐๐ต๐ฒ ๐น๐ถ๐ป๐ธ๐ ๐ฏ๐ฒ๐น๐ผ๐ ๐ณ๐ผ๐ฟ ๐ณ๐ฟ๐ฒ๐ฒ ๐ฟ๐ฒ๐๐ผ๐๐ฟ๐ฐ๐ฒ๐:
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๐๐๐ฆ๐๐๐๐๐ ๐๐ฅ: ๐๐ฏ๐ท๐ฆ๐ด๐ต๐ช๐ฏ๐จ ๐ช๐ฏ ๐ค๐ณ๐บ๐ฑ๐ต๐ฐ๐ค๐ถ๐ณ๐ณ๐ฆ๐ฏ๐ค๐บ ๐ข๐ฏ๐ฅ ๐๐ฆ๐๐ช ๐ฑ๐ญ๐ข๐ต๐ง๐ฐ๐ณ๐ฎ๐ด ๐ค๐ฐ๐ฎ๐ฆ๐ด ๐ธ๐ช๐ต๐ฉ ๐ช๐ฏ๐ฉ๐ฆ๐ณ๐ฆ๐ฏ๐ต ๐ณ๐ช๐ด๐ฌ๐ด ๐ช๐ฏ๐ค๐ญ๐ถ๐ฅ๐ช๐ฏ๐จ ๐ต๐ฆ๐ค๐ฉ๐ฏ๐ช๐ค๐ข๐ญ ๐ณ๐ช๐ด๐ฌ, ๐ฉ๐ถ๐ฎ๐ข๐ฏ ๐ฆ๐ณ๐ณ๐ฐ๐ณ, ๐ฑ๐ญ๐ข๐ต๐ง๐ฐ๐ณ๐ฎ ๐ง๐ข๐ช๐ญ๐ถ๐ณ๐ฆ ๐ข๐ฏ๐ฅ ๐ฎ๐ฐ๐ณ๐ฆ. ๐๐ต ๐ค๐ฆ๐ณ๐ต๐ข๐ช๐ฏ ๐ฑ๐ฐ๐ช๐ฏ๐ต๐ด ๐ต๐ฉ๐ณ๐ฐ๐ถ๐จ๐ฉ๐ฐ๐ถ๐ต ๐ต๐ฉ๐ช๐ด ๐ค๐ฉ๐ข๐ฏ๐ฏ๐ฆ๐ญ, ๐ธ๐ฆ ๐ฎ๐ข๐บ ๐ฆ๐ข๐ณ๐ฏ ๐ข ๐ค๐ฐ๐ฎ๐ฎ๐ช๐ด๐ด๐ช๐ฐ๐ฏ ๐ฐ๐ณ ๐ง๐ฆ๐ฆ ๐ข๐ด ๐ข ๐ด๐ฑ๐ฐ๐ฏ๐ด๐ฐ๐ณ๐ด๐ฉ๐ช๐ฑ, ๐ช๐ง ๐ต๐ฉ๐ช๐ด ๐ช๐ด ๐ต๐ฉ๐ฆ ๐ค๐ข๐ด๐ฆ ๐ธ๐ฆ ๐ธ๐ช๐ญ๐ญ ๐ข๐ญ๐ธ๐ข๐บ๐ด ๐ฎ๐ข๐ฌ๐ฆ ๐ด๐ถ๐ณ๐ฆ ๐ช๐ต ๐ช๐ด ๐ค๐ญ๐ฆ๐ข๐ณ. ๐๐ฆ ๐ข๐ณ๐ฆ ๐ด๐ต๐ณ๐ช๐ค๐ต๐ญ๐บ ๐ข๐ฏ ๐ฆ๐ฅ๐ถ๐ค๐ข๐ต๐ช๐ฐ๐ฏ๐ข๐ญ ๐ค๐ฐ๐ฏ๐ต๐ฆ๐ฏ๐ต ๐ฑ๐ญ๐ข๐ต๐ง๐ฐ๐ณ๐ฎ, ๐ฏ๐ฐ๐ต๐ฉ๐ช๐ฏ๐จ ๐ธ๐ฆ ๐ฐ๐ง๐ง๐ฆ๐ณ ๐ช๐ด ๐ง๐ช๐ฏ๐ข๐ฏ๐ค๐ช๐ข๐ญ ๐ข๐ฅ๐ท๐ช๐ค๐ฆ. ๐๐ฆ ๐ข๐ณ๐ฆ ๐ฏ๐ฐ๐ต ๐ฑ๐ณ๐ฐ๐ง๐ฆ๐ด๐ด๐ช๐ฐ๐ฏ๐ข๐ญ๐ด ๐ฐ๐ณ ๐ญ๐ช๐ค๐ฆ๐ฏ๐ด๐ฆ๐ฅ ๐ข๐ฅ๐ท๐ช๐ด๐ฐ๐ณ๐ด.
