New Zealand law firm is continuing to respond to an Anubis cyber attack, as hackers publish 380 gigabytes of stolen data to darkweb.
AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.
OpenAI has recently published a detailed architecture description of the Codex App Server, a bidirectional protocol that decouples the Codex coding agent's core logic from its various client surfaces.