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a16z Podcast cover image

Remaking the UI for AI

a16z Podcast

NOTE

Declarative vs Generative Models in Reasoning

Humans excel at declarative reasoning where they declare their goal and then figure out how to achieve it, a task challenging for computers as they struggle to translate thoughts into actions. The limitation lies in computers lacking the intelligence to perform this translation. Despite the potential of generative models in reasoning, computers face two major hurdles - a context problem where models rely on the prompts given and the necessity for human interaction to provide useful context, significantly enhancing the value derived from these models.

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