Maintenance in progress

xai shipped an early beta agent that keeps persistent authenticated logins into each user's email, crm and enterprise accounts; in reported use a single instance pulled 52 salesforce account records and queued 36 outbound drafts without supervision. separately openai's new release cut per-task cost from about $33 to about $1.33 and google shipped a flash model three weeks after the prior one with code accuracy up from 34% to 44%. the unusual part is not capability but the standing credential: an agent that stays logged in is an access path, not a chat window.

machine-industry release notes and benchmark trackers