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Rundowns AI

Rundowns AI

Independent AI news, with every claim linked to its primary source

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  • Home
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A server rack in close view, the infrastructure behind the Databricks valuation
Funding & Business
August 13, 2026 Rundowns AI Desk

Databricks raises $5B at a $190B valuation, up 42% in six months

Coatue led the round. Run-rate revenue passed $7B with 80%+ growth. But the multiple expanded faster than the business.

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A server rack seen close up, the compute that AI scaling laws describe
Explainers
August 13, 2026 Rundowns AI Desk

AI scaling laws: has bigger stopped meaning better?

The curves have not broken. The recipe changed twice, the spending moved to inference, and the data stock has a date on it.

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Monitors showing code in a bright workspace, the prompts that fill context windows
Explainers
August 13, 2026 Rundowns AI Desk

Context windows explained: what a million tokens actually changes

Advertised context and usable context are not the same number. What a million-token window actually buys you, and what it does not.

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A woman searching a library card catalogue, the lookup step in retrieval augmented generation
Guides
August 13, 2026 Rundowns AI Desk

What is retrieval-augmented generation (RAG) and when do you need it?

How retrieval-augmented generation works, the two places it breaks, and when long context or a plain SQL query would serve you better.

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A person typing on a laptop under pink light, drafting with AI prompting techniques
Guides
August 13, 2026 Rundowns AI Desk

How to write better AI prompts: 12 techniques that actually work

Twelve prompting techniques that have an actual mechanism behind them. And how to tell when prompting has hit its ceiling.

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