Paul Swaim: Yuma, Conviction, Bittensor Governance, Supply Chain Attacks, AI Security | Ep. 94

In this episode, we are joined by Paul Swaim, Chief Protocol Specialist at Yuma and former CIO of the Opentensor Foundation, who shares his path from academic IT and co-founding an AI malware detection company to becoming one of Bittensor's most embedded ecosystem operators. He discusses how Yuma functions as Bittensor's largest institutional validator and subnet accelerator, the evolution of subnets from the original Yuma consensus paper's vision of pure intelligence production to a protocol for commoditized work, and the systemic vulnerabilities in the off-chain developer tooling layer revealed by the July 2024 PyPI attack. Paul also details the two features of Conviction, the tradeoffs in Bittensor's bicameral governance design, the debate over the 18/41/41 emissions split, and the acceleration of AI-automated supply chain attacks and what participants can do to protect themselves. *In this episode, you'll learn* - Paul's career arc from North Idaho College IT director to co-founding Quantum Star Technologies (AI malware detection with Bittensor Triumvirate member Garrett Oetken) to CIO at Opentensor Foundation to Chief Protocol Specialist at Yuma - How Yuma operates across mining, validation of 120+ subnets, subnet acceleration, and Yuma Asset Management, and why Yuma's institutional scale sits in tension with Bittensor's permissionless design - The evolution of Bittensor subnets from the original vision of pure intelligence production to a broad protocol for commoditized work, spanning hardware, inference, bandwidth, genomics, and beyond - Conviction's two distinct features: a locking mechanism to signal long-term commitment and prevent rug-pulls, and an adversarial subnet-king mechanism to recover stale, abandoned subnets through market-driven takeover - The tradeoffs in Bittensor's emerging bicameral governance design, including how cross-investment relationships between validators and subnet teams complicate fair on-chain representation - The July 2024 PyPI

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Taosis indexes announcements, articles, posts and releases about Bittensor subnets from their own channels and keeps a record of each. The text above is the source’s; the figures are read from the chain by Taosis.