Episode Details

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Vertus argues that AI's future depends on adaptation, not prediction. Explore why changing environments may expose limits in transformer models.
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Vertus argues that today's transformer-based AI systems excel at predicting patterns from historical data but struggle when reality changes abruptly. The company proposes an adaptive cognitive reasoning architecture that continuously restructures itself as conditions evolve. Using financial markets as a real-world testbed, Vertus positions adaptation—not prediction—as the next major frontier in artificial intelligence.