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What Happens When AI Performance Asymptotes?

Tom Tunguz

In the past, the bigger the AI model, the better the performance. This is a chart of many recent AI models’ performance according to a broadly accepted benchmark called MMLU. 1 MMLU measures the performance of an AI model compared to a high school student. OpenAI Model Release Date Parameters, B MMLU GPT2 2/14/19 1.5

AI 248
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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 256
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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. ” Much of the AI spend is at the enterprise, where a 50% reduction in customer support cost or a 75% increase in engineering capacity filters billions to the bottom line.

Azure 213
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RAG Explained: What Is Retrieval-Augmented Generation?

How To Buy Saas

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. Industry leaders have quickly embraced RAG as a way to build more intelligent AI applications. and real SaaS examples using RAG.

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AI Copilots and the Future of Knowledge Work

Andreessen Horowitz

This conversation is part of our AI Revolution series, which features some of the most impactful builders in the field of AI discussing and debating where we are, where we’re going, and the big open questions in AI. Find more content from our AI Revolution series on www.a16z.com/AIRevolution.

AI 98
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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. These transformer-based neural networks excel at tasks from creative writing to code completion and chat. The era of large language models (LLMs) is booming.

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DeepSeek vs Claude vs Mistral: Top GPT Competitors in 2025

How To Buy Saas

Once-dominant ChatGPT (GPT-4) sparked a global AI race, and by 2025 there are powerful new alternatives. Companies now weigh dozens of LLMs each with its own strengths when choosing AI to enhance products and automate workflows. The Rise of GPT Competitors Since ChatGPTs 2022 debut, many GPT competitors have emerged.