A macOS Codex report filed on October 26 describes several-minute pauses that look like the assistant is still thinking. Its author captured an HTTP 429 rejection in a separate diagnostic request but explicitly stops short of attributing every earlier pause to that same cause or identifying the precise restriction. The request is to show users when a server has refused a request and when it is due to try again.
An October 26 GitHub report says macOS Cowork can tell the assistant a local tool is disconnected while its server is still starting. The author compares logs from April–May releases with June releases and relays a current user’s matching experience; it asks for startup to finish, or for a connecting server to be distinguished from a failed one. This is a newly published report of an older symptom, rather than evidence that a new outage began that day.
OpenAI said on October 26 that its models had produced results in mathematics, computer science and physics, and described different arrangements for academic examination. Mathematics outputs are to be public, computer science combines public outputs with an external group, and the physics group decides when to release its materials. Assessing the claims requires examining those artifacts and the external work, rather than treating the company’s announcement as independent confirmation.
OpenAI announced data on October 26 that classifies work-related messages from individual ChatGPT plans into 165 work activities across nearly 100 countries. The quarterly release covers the first quarter of 2025 through the third quarter of 2026 and excludes enterprise messages and Codex usage. These are message classifications, so they do not by themselves measure jobs lost or productivity gained.
Anthropic said on October 26 that it had filed a Form S-1 registration statement with the SEC for a proposed initial public offering. It has not determined the number of shares or the price range, and the statement has not yet become effective. The filing is a step toward an offering; it does not mean public trading has begun.