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Naveen Rao
VP of AI at Databricks and former neuroscientist. Focuses on the evolution of AI, neural networks, and energy constraints in both biological and artificial intelligence.
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Aug 4, 2025
• 39min
Databricks VP: Don’t Try to Speed AI Evolution through Brute Force
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Naveen Rao, VP of AI at Databricks and former neuroscientist, dives into the evolution of AI, emphasizing the need for energy-efficient systems rather than brute-force scaling. He warns against the impending 'model collapse' of large language models due to reliance on AI-generated content. Rao argues for grounding AI in reality and rethinking traditional approaches, suggesting that true intelligence should mimic biological efficiency. His insights challenge current methodologies and highlight the importance of observational learning in AI development.
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