AI intelligence results for "Codex", including topic guides, current stories, and graph profiles.
Google Cloud and OpenAI are bringing OpenAI models and Codex workflows into Model Garden. Google says the initial models are entering private preview for selected enterprise customers, with broader integrations still to come.
OpenAI's Proaction case study is useful because it frames Codex not only as a coding assistant, but as part of a business operating system that touches sales, support, and fleet-management workflows.
An agent that cannot judge time is harder to manage than it looks. The Decoder's report on coding assistants overestimating task duration shows a basic weakness in today's agent workflow: models can produce work, but they do not yet understand time the way teams need them to.
A coding assistant that answers a prompt is easy to understand. A coding assistant that stays awake, notices unfinished work, and starts its own follow-up tasks is a much bigger bet. It turns software development from a request-response workflow into something closer to managing a tireless teammate.
The newest software supply-chain risk may not arrive as a malicious package uploaded by a stranger. It may arrive through an AI coding agent that confidently installs code nobody on the team truly reviewed, owns, or understands.