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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 started with a few sentences, uploaded them to gamma.app to outline the presentation, popped over to Midjourney to generate images along the story line, & published it in IA Presenter.

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Global AI Race: Top 7 Countries Leading Full-Stack AI in 2025

How To Buy Saas

billion into AI in 2024 (about 12× China’s $9.3B). This surging investment spans AI chips, cloud platforms, and smart software. For SaaS and tech firms, the message is clear: mastering the full-stack AI (data pipelines, compute, ML models and application layers) is critical for innovation and growth. poured $109.1

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

Clouded Judgement

Subscribe now ARR (Annual Recurring Revenue) vs ERR (Experimental Runrate Revenue) ARR (Annual Recurring Revenue) is one of the most popular SaaS (Non-GAAP) metrics. In it's truest form, ARR is used by pure SaaS business models to describe the aggregate annual value of the entire customer set.

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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.” ” Data is more important than ever!

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RAG Explained: What Is Retrieval-Augmented Generation?

How To Buy Saas

This innovative technique has surged in popularity among SaaS companies and AI developers because it tackles key limitations of standalone LLMs. In this article, well demystify RAG in simple terms and explore how it works, what problems it solves , and the benefits for SaaS founders and product teams.

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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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Top LLMs in 2025: Best Large Language Models for AI, SaaS & Development

How To Buy Saas

In 2025, foundation models or generative AIs like GPT-4, Claude, Gemini, and open-source LLaMA are reshaping AI research, software development, and SaaS products. We also explain how developers and SaaS founders can leverage them. Choose from our flexible partnership programs to showcase your SaaS.