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Scaling AI for everyone

Today we’re announcing $110B in new investment at a $730B pre money valuation. This includes $30B from SoftBank, $30B from NVIDIA, and $50B from Amazon.

Research Blog

CORPGEN advances AI agents for real work

By mid-morning, a typical knowledge worker is already juggling a client report, a budget spreadsheet, a slide deck, and an email backlog, all interdependent and all demanding attention at once. For AI agents to be genuinely useful in that environment, they will need to operate the same way, but today’s best models are evaluated one […]

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Deep Learning Weekly: Issue 444

Gemini 3.1 Pro, A Dream of Spring for Open-Weight LLMs: 10 Architectures from Jan-Feb 2026, a paper on Does Your Reasoning Model Implicitly Know When to Stop Thinking?, and many more!

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