Crypto Coin Show · 2026-06-13 · 26 min
AI hallucinations aren't a model problem - they're a data problem. When AI systems have no way to verify what's real in the physical world, they fill the gaps with guesses. And when AI agents act on those guesses autonomously, there's no record of what happened or why. DATA PROVENANCE is the missing layer, and XYO just shipped it. Markus Levin, Co-Founder of XYO, breaks down two major announcements: Data Lakes - now live at xyo.network/data-lakes - and a partnership with Theta Network that pairs XYO's verifiable on-chain data infrastructure with Theta's decentralized media and delivery layer. Markus explains why AI hallucinations are fundamentally a data provenance problem, what the absence of an audit trail means as AI agents become financial managers, logistics coordinators, and healthcare decision-makers, and how XYO's AI SDK lets developers add cryptographic proof to agent decisions and model outputs today. From why enterprise regulators are demanding verifiable data to what the XYO x Theta partnership creates that neither network could build alone, this is the accountability infrastructure conversation that AI needs to have.
Restaking was just the beginning. Symbiotic's co-founder on building the collateral markets layer that RWAs, credit, and insurance all run o64 / 100Half of internet traffic is bots - and XION just rebuilt itself to fix that. Anthony Anzalone, Founder & CEO of VeronaMost blockchains were built for humans. NEAR is building for AI agents - and quantum-proof wallets are just the start. Illia Polosukhin, Co-Most exchanges take a cut on every trade before it happens. Ouinex built a different model - Ilies Larbi, CEOThe internet can't tell humans from AI agents at scale - and World Foundation's DC Builder - Crypto Coin Show