OpenAI
OpenAI is an AI organization whose stated mission is to ensure that artificial general intelligence benefits all of humanity.
Multipath Reliable Connection Keeps Massive GPU Training Clusters in Sync
OpenAI’s Mark Handley and Greg Steinbrecher argue that frontier AI training has outgrown conventional data-center networking because synchronized GPU clusters are constrained by their worst congestion or failure, not average throughput. They present Multipath Reliable Connection, developed with major hardware and cloud partners, as OpenAI’s answer: a protocol that spreads traffic across many paths, detects loss quickly, routes around failures from the endpoints, and is being pushed as an open standard for the wider industry.
Codex Turns Sales Meeting Prep Into a Cross-App Workflow
A Codex sales-prep walkthrough argues that sellers can use one conversation thread to assemble customer-meeting context across Google Calendar, Salesforce, Google Drive, Slack, Gmail, and a pipeline dashboard. Using an Acme Corporation expansion review as the example, the source shows Codex identifying the relevant opportunity and risks, creating a meeting brief, drafting internal and customer follow-up, updating Salesforce next steps, and filtering the pipeline view. Its central claim is that Codex reduces the manual work of preparing for a sales meeting by carrying context and actions across the systems sellers already use.