OpenAI prepares new flagship model

Sam Altman told OpenAI staff that the company has finished pretraining a new model codenamed “Spud” and expects a “very strong model” within weeks, according to The Information via The Decoder. In the same internal memo, OpenAI renamed Fidji Simo’s product organization to “AGI Deployment” and said it would shut down its video app Sora to free computing capacity. The message framed the next release not as a routine model update but as something that could “really accelerate the economy.”

The timing matters because the bottleneck in frontier AI is no longer only research talent; it is electricity contracts, datacenter capacity, and access to scarce chips. OpenAI’s decision to sunset Sora reads less like a product choice than a compute reallocation: one workload is being sacrificed so another can train and serve. That trade-off also signals how model roadmaps are being written around infrastructure constraints—what can be trained, and when, depends on who has secured megawatts and racks.

It also lands in a market where distribution is becoming as decisive as model quality. The Decoder reports that “Spud” may underpin a planned desktop “superapp” combining ChatGPT, the coding agent Codex, and a browser called Atlas—an attempt to turn OpenAI from a single chat interface into an operating layer for work. If that succeeds, the company’s leverage shifts from selling tokens to controlling the default workflow for writing, coding, and browsing, with enterprise contracts and government procurement as the stickiest channels.

Competitive pressure is explicit. Anthropic has been gaining traction with agent-based tools for business customers, particularly Claude Code, while OpenAI’s Codex and Frontier are described as playing catch-up. In that context, “very strong model” functions as both a morale message and a market signal: it reassures partners that OpenAI will not cede the enterprise developer stack, and it helps keep capital and compute suppliers aligned while the next release is still behind closed doors.

OpenAI is shutting down a public video app to make room for a model that has not yet been named.