Artificial Intelligence Azure Document 
Clouded Judgement
FEBRUARY 7, 2025
These seem like perfect fits for LLM based applicatiosn. Perfect for a LLM! They each have some of the largest cloud businesses in the world in AWS, Azure and Google Cloud respectively. There are so many of these workflows out there today, and many of them are quite manual. What do all of these have in common?
How To Buy Saas
MAY 26, 2025
Retrieval-Augmented Generation (RAG) is a cutting-edge approach in AI that combines large language models (LLMs) with real-time information retrieval to produce more accurate and context-aware outputs. RAG emerged to solve several of the biggest problems with vanilla large language models.
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Tom Tunguz
FEBRUARY 1, 2024
Calendar Quarter Azure OpenAI Orgs, k CoPilot Users, m Power Platform Orgs, k 1/1/24 53 1.3 Microsoft’s document database, Cosmos, grew 42% annually, driven by AI. Small-language models are coming. Azure is projecting constant growth next quarter : another 30% to the $20b+ product line in annual growth.
Tom Tunguz
SEPTEMBER 8, 2024
Large language models are wonderful at ingesting large amounts of content & summarizing. Benn Stancil described LLMs as great averagers of information. An engineer taught me that of them found rarity of a word across a set of documents. Maybe I haven’t learned how to prompt an LLM well.
How To Buy Saas
MAY 27, 2025
The era of large language models (LLMs) is booming. 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. OpenAIs GPT models set the standard for commercial LLMs. Like GPT-4 Turbo, Gemini 2.5
Andreessen Horowitz
MARCH 21, 2024
One company cited saving ~$6 for each call served by their LLM-powered customer service—for a total of ~90% cost savings—as a reason to increase their investment in genAI eightfold. Here’s the overall breakdown of how orgs are allocating their LLM spend: 3. Cloud is still highly influential in model purchasing decisions.
Tom Tunguz
MAY 25, 2017
The Azure team has built products to leverage that strength. A F500 can simply decide to replicate a local SQL Server instance to cloud Azure instance with a few clicks, and they instantly become a Microsoft Cloud customer. Digital Ocean has developed the best documentation for engineers using cloud platforms.
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