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Startups & Venture·July 15, 2026·1 min read

DeepSeek is preparing an IPO and chasing a $71bn valuation, weeks after its first raise

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A lab targeting a $71B valuation and IPO timeline within a year of its first raise shows how public markets are being prepped as the next AI funding source. If you rely on these models, expect pricing, access, and regulatory posture to be influenced as much by public investors as by technical roadmaps.

Startups & Venture

Spectro Cloud, an AI infrastucture company helping manage token costs, raised a $100M Series D from AMD, LG, others at a $1B+ valuation, up from $750M in 2024

A $100M Series D at a $1B+ valuation for Spectro Cloud — focused on managing token costs and model switching — says enterprises are already feeling real pain from AI infra sprawl. If you’re running multiple models or vendors, treat cost observability and portability as first-class requirements, not afterthoughts.