AI Agents Have a Trust Problem. Can Provenonce Fix It? | Will O’Brien

What happens when agentic AI produces more work than anyone can check?

Will O'Brien, Founder & CEO of Provenonce and a co-founder of BitGo, joins Alex Richardson at Exploit Summit in Montreal. He explains the assurance gap, how a 2014 essay on machine-to-machine commerce became Subnet 87's Proof of Assurance (on testnet), and why he thinks the greater risk with AI is ignorance, not dystopia.

Topics covered:

• From BitGo multi-sig to Proof of Assurance on Bittensor
• The Zappos / Gmail analogy for agent customer-service decisions
• Why enterprise will "come in droves" once assurance is solved
• Bittensor as Bitcoin circa 2013–2014
• Promethean fire, Elysium, and the 300 Spartans

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