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Behind the Craft by Peter Yang
Barak Turovsky (Exec In Residence): How to Evaluate Generative AI Use Cases
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Barak Turovsky (Exec In Residence): How to Evaluate Generative AI Use Cases

Why search might be a red herring and who will capture the most value in the AI stack

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Peter Yang
Apr 19, 2023
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Behind the Craft by Peter Yang
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Barak Turovsky (Exec In Residence): How to Evaluate Generative AI Use Cases
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Dear subscribers,

Today, I want to share a great framework for evaluating generative AI use cases.

Barak Turovsky is Executive in Residence at Scale Venture Partners and ex-head of product for Google Languages AI. I worked with Barak a decade ago, so naturally I had to chat with him about AI.

In the interview below, we talk about:

  1. How to evaluate generative AI use cases

  2. Why search might be a red herring vs. other use cases

  3. Which companies will capture the most value in the AI stack


How to evaluate generative AI use cases

Welcome Barak! What’s your framework for evaluating generative AI use cases?

Barak’s 2x2 framework for evaluating generative AI use cases

I like to evaluate use cases across two axes:

  1. Fluency: How natural sounding the output is.

  2. Accuracy: How correct the output is.

Here’s the breakdown:

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