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The 4 Questions Startups Should Ask Themselves about Building with Generative AI

Tom Tunguz

There are 4 questions a startup should ask themselves about building a startup that uses generative AI. I presented those questions & my views on their answers at Saastr’s Workshop Wednesday. The last slide contains the prompts for the images in the presentation. I had a blast putting this deck together.

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Clouded Judgement 3.22.24 - ERR vs ARR and the Conundrum of AI Revenue Streams Today

Clouded Judgement

First, it models out the annual cash flow of a businesses (say 10 years out), and discounts the future value of those cash flows back to present value (this is why software businesses are sensitive to interest rates - as rates go up, so does the discount rate). , you’d build a DCF (discounted cash flow) analysis.

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Clouded Judgement 7.28.23 - Optimization Cycles and Economy Update

Clouded Judgement

AI = Data + Compute I’ll continue beating this drum, but we got two great quotes from Azure and AWS this week. Satya at Microsoft said “Every AI app starts with data and having a comprehensive data and analytics platform is more important than ever.” AWS reports next week. So what did we learn?

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Tabular: Turning Your Data Swamp into a Data Lakehouse with Apache Iceberg

Clouded Judgement

Then I’ll weave in where Tabular / Iceberg fit, and why they’re already playing a prominent role in the future (and present) of data infrastructure. The rise of foundation models and generative AI only furthers this trend. The majority of this post will be centered around the data lakehouse architecture.

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Clouded Judgement 2.3.23

Clouded Judgement

We have companies like BuzzFeed and C3 making loose announcements about how they will incorporate generative AI into their business, sending their stocks up 50-100%+. In the short term, enjoy the ride as the chase continues 😊 Kind of related to all of this - we now have seen the Q4’s from AWS, Azure and Google Cloud.

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In the Vault: Finding a Single Source of AI Truth With Marty Chavez From Sixth Street

Andreessen Horowitz

We are excellent predictors of the present,” and I’ve been doing some variation of that ever since. David: I know you ended up doing some graduate work in health care and in AI. ” We were just predictors of the present and thought, “Better hedge this position,” hence the big short.

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Clouded Judgement 5.2.25 - Cloud Giants Report Q1 '25

Clouded Judgement

“we continued to see growth in both generative AI business and non-generative AI offerings. As companies turned their attention to newer initiatives, bring more workloads to the cloud, restart or accelerate existing migrations from on-premises to the cloud and tap into the power of Generative AI.”

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