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

How To Buy Saas

This surging investment spans AI chips, cloud platforms, and smart software. It covers the infrastructure (GPUs, cloud platforms, edge devices), software frameworks (TensorFlow, PyTorch, ML libraries), data pipelines , model development , and end-user applications or APIs. Governments and companies now invest billions: the U.S.

AI 69
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RAG Explained: What Is Retrieval-Augmented Generation?

How To Buy Saas

All retrieval can be done behind your firewall or within your cloud, so data stays secure. Fine-tuning an LLM on domain data can require thousands of examples and periodic re-training to stay current which is expensive (in cloud GPU hours) and slow. RAG sidesteps this by keeping the model general and injecting knowledge as needed.

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Microsoft as a Mirror - What We Can Expect for SaaS in 2023

Tom Tunguz

We saw moderated consumption growth in Azure and lower-than-expected growth [elsewhere]. Segment Expected Growth Productivity 12% Office Commercial 6% Office On-Premise -25% LinkedIn 5% Dynamics 13% Intelligent Cloud 18% Azure 26% Server -3% Services -3% 2. At some point, the optimizations will end.

Azure 255
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What Happens When AI Performance Asymptotes?

Tom Tunguz

What happens when Facebook’s open-source model & Google’s closed-source model that powers Google.com & OpenAI’s models that power ChatGPT all work equally well? Computer scientists have been challenged distinguishing the relative performance of these models with many different tests.

AI 243
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When 1% Market Share Shifts Represent $5b of Market Cap

Tom Tunguz

If it wasn’t clear before, AI is the single biggest revenue driver in cloud. Microsoft’s Azure is winning share directly from Amazon. “The number of $100 million-plus Azure deals increased over 80% year-over-year, while the number of $10 million-plus deals more than doubled. “We now have 1.8

Azure 209
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AI Copilots and the Future of Knowledge Work

Andreessen Horowitz

Over the past couple of years and maybe the past 12 months, in particular, with the launch of ChatGPT and GPT-4, you can really see the potential of the platform in the same light as the personal computer or the smartphone. That partnership has been going for 4 years now and started as a, “Hey, we are a hyperscale cloud.

AI 98
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Top LLMs in 2025: Best Large Language Models for AI, SaaS & Development

How To Buy Saas

LLM Name Creator Parameters Context Window Key Strengths Best Use Cases Availability License Type GPT-4 Turbo OpenAI Not Public Up to 128K tokens Context length, instruction-following, multimodal Chatbots, code gen, docs, translation API via OpenAI Commercial Gemini 2.5 summarizing customer video calls).