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Applied AI·September 14, 2026·1 min read

Altman Says OpenAI Won’t IPO This Year

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Keeping OpenAI private to handle AI safety debates means governance and risk decisions will be made with fewer disclosure constraints and more structural flexibility. For enterprises building on their stack, assume their risk posture and product surface can shift faster than a public-company cadence—bake that into dependency and vendor concentration planning.

Applied AI

Source: Anthropic signed a $13.7B, six-year deal to lease compute from Rum Group's upcoming Georgia data center; Rum operates Rumble and hosts Truth Social

Anthropic locking in $13.7B of compute over six years with Rum Group shows that AI labs are willing to underwrite new data center build‑outs to secure capacity. For anyone training or serving large models, the bar just moved from “reserve cloud instances” to “negotiate multi‑year, politically entangled infra commitments.”

Applied AI

Sources: Anthropic told investors it will be profitable for a second straight quarter, with 80%+ gross margins before partner revenue sharing and training costs

Model vendors showing 80%+ gross margins on adjusted bases are telling you two things at once — the core inference business can throw off software-like economics, and real profitability still depends on how you treat rev-share and training capex. For buyers, expect harder pushes toward long-term commitments and platform lock-in as these companies head into IPO mode and optimize for predictable, high-margin revenue.