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AI agents are making decisions with no audit trail. XYO and Theta just built the fix Analytics Table

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About AI agents are making decisions with no audit trail. XYO and Theta just built the fix

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AI hallucinations aren't a model problem โ€” 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 โ€” now live at xyo.network/data-lakes โ€” 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. ๐Ÿ”— https://xyo.network ๐Ÿฆ https://x.com/OfficialXYO ๐Ÿ“บ Refinitiv TV: https://lseg.group/4fdGygB Timestamps: 0:00 Markus Levin โ€” XYO, Data Lakes & Theta 1:44 Why Data Is the Fuel Powering AI and Robots 4:03 How AI Hallucinations Happen and XYO's Fix 6:41 Why Existing Blockchains Weren't Built for Data 9:01 How XYO Data Lakes Handle Massive Data at Low Cost 10:02 Data Quality, Two Realities, and Why Truth Matters 14:16 The XYO AI SDK โ€” Anyone Can Build on Layer One 17:51 The Theta Partnership and Verifying AI Agents ๐Ÿ”” STAY AHEAD: JOIN OUR SUBSTACK Get institutional-grade reports on RWA, AI Agents, and the 2026 crypto market: https://cryptocoinshow.substack.com/subscribe ๐Ÿ”— SPONSORED BY XYO The original DePIN protocol powering real-world data, AI, and blockchain infrastructure. XYOโ€™s upgraded Layer 1 supports high-volume applications like RWA tokenization with over 10 million nodes. Explore XYO: https://xyo.network ๐Ÿ“ˆ MASTER THE CHARTS Get professional Buy/Sell signal indicators built into your charts: https://www.cryptocoinshow.com/EngineeringRobo ๐Ÿ‘ THUMBS UP & SUBSCRIBE Support the show and hit the bell for daily interviews: https://www.youtube.com/c/cryptocoinshow โœ‰๏ธ CONTACT THE SHOW Business Inquiries: [email protected] WATCH OUR BEST PLAYLISTS ๐Ÿ”น Blockchain Protocols and Layer 1's: https://www.youtube.com/playlist?list=PL2_P49PTl94iIZHsE27SAEi22ktiHtWNz ๐Ÿ”น Exchanges & Portfolio Management: https://youtube.com/playlist?list=PL2_P49PTl94ghUeKL1JUAv3CV8ip_0lXi ๐Ÿ”น The John McAfee Interview (Legacy): https://www.youtube.com/watch?v=bsva3YEw4Ek FOLLOW US ON SOCIAL โœ–๏ธ X/Twitter: https://x.com/cryptocoinshow โœˆ๏ธ Telegram: https://t.me/cryptocoinchat ๐Ÿ“ธ Instagram: https://instagram.com/cryptocoinshow ๐Ÿ“บ LBRY: https://lbry.tv/@CryptoCoinShow:9 ๐Ÿ“Š #Bitcoin #DeFi #Blockchain EXTENDED DISCLAIMER This video is for informational and entertainment purposes only and does not constitute financial, investment, legal, or professional advice. The publisher and guests are not registered financial advisors. Nothing herein should be interpreted as a recommendation to buy, sell, or hold any cryptocurrency, token, or security. Content includes speculative market commentary and opinions that may not reflect current conditions and should not be relied upon as predictions. Cryptocurrency, RWA tokenization, and blockchain technologies carry significant risks including market volatility, technology failures, and total loss of investment. Past performance does not guarantee future results. Some content may include sponsored segments, which do not imply endorsement. Guest opinions are their own and information is believed accurate as of publication, but no warranties are made regarding accuracy or completeness. By watching, you acknowledge sole responsibility for your investment decisions and agree that the publisher and guests shall not be liable for any losses arising from actions based on this content. Always conduct your own research (DYOR) and consult a qualified professional.

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