Uploaded June 2026 | Updated September 2026, 2 weeks ago

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Jake Brukhman makes the bullish technical case for decentralized AI: the shift from impossible, to expensive, to increasingly viable may already be happening.

He argues new algorithms, cheaper post-training, and serious runs on consumer devices are starting to prove something bigger — that decentralized AI may not need to win exactly the same way as centralized labs to become economically real.

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