#30 - Ram Kumar: Why Today’s LLMs Are Broken and Why We Need Real-World Data (ft. OpenLedger) cover art

#30 - Ram Kumar: Why Today’s LLMs Are Broken and Why We Need Real-World Data (ft. OpenLedger)

#30 - Ram Kumar: Why Today’s LLMs Are Broken and Why We Need Real-World Data (ft. OpenLedger)

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Big Tech’s LLMs are trained on scraped, synthetic internet data—riddled with bias, outdated information, and zero attribution. But what if the next leap in AI came from real people contributing real-world data—and actually owning it? In this episode, we sit down with OpenLedger core contributor Ram Kumar to explore how blockchain could rebuild the AI infrastructure from the ground up, with transparency, fairness, and decentralization at its core.

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