Poolside lands $12B reverse-execuhire with NVIDIA: 109 employees join, founders stay and pivot
Latent Space · rss · 2026-08-21
Poolside × NVIDIA: the first reverse-execuhire
NVIDIA went from investor to licensing Poolside's Model Factory and hiring 109 employees — the overwhelming majority of its technical staff — in a deal worth roughly $12B, with founders staying behind ($1B) while employees leave ($6B). Unlike typical execuhires where executives leave and the company remains, here the employees exited and the founders pivot the company somewhere new.
Poolside revealed it had a 6-week window to raise $2B for a 40,000 GB300 cluster coming online in January and lost the cluster after missing it. They believe 10-20k GB300s could rival today's frontier, but next year's frontier needs an order of magnitude more — constrained by data center space and contracted compute, not just capital. Hints at what's next: the PIC infraco spun out in Jan 2026 aims to scale to 7GW, and the thesis that human-level intelligence will be commoditized by open source while AI's ultimate value lies in scientific discovery powered by real-world experimental data moats.
Other highlights
- OpenAI: Apple Messages plugin for ChatGPT on Mac; collaborative editing for ChatGPT Sites with Codex managing git/CI; GPT-Image-2 transparent backgrounds in preview; Computer History and cross-app memory reach EEA/UK/Switzerland.
- Anthropic: computer use, browser tool, Skills API, and Files API hit GA; Files API gets 5x rate limits (500 RPM) and 1TB/org; AG-UI adapter for Claude Managed Agents released.
- Enterprise open-model shift: AT&T routes 40% of AI usage to open models (target 60-70%), cutting coding costs 56% for a 2% quality drop at 45B tokens/day; Gemma passes 1B downloads; Kimi K3 rolled out to over half of Ollama's subscriber base.
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