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An Artificial Intelligence Conversation with Andrew Ng

FYI - For Your Innovation

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Embrace Flexibility and Innovation in Application Development

Application layer companies are actively exploring various foundation models, primarily leveraging widely available options like GPT-4 while remaining open to future alternatives. Most teams transition from proof of concept (POC) to production, with a considerable number still in the POC phase, indicative of typical project lifecycle dynamics. Numerous projects find early success using GPT-4, but competitive options like Cloud3 Opus and LAMB3 are emerging. With a noticeable inclination towards Google's Gen 9 1.5 Pro, teams prioritize flexibility and responsiveness in their strategies. The rapid development of compelling applications is facilitated by lower costs associated with generative AI, enabling teams to prototype quickly and efficiently.

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