According to Greg Brockman on X, OpenAI highlighted a new session by Derrick Choi that showcases major updates to the Codex app and concrete, non‑engineering workflows including organizing files, combining CSVs, summarizing documents, generating reports, building dashboards, and using reusable skills, with a recording available via OpenAI Academy (as reported by Greg Brockman and Derrick Choi; source: X and OpenAI Academy). According to Derrick Choi, the walkthrough targets everyday work use cases to lower adoption barriers and accelerate team productivity for operations, finance, sales ops, and analytics, indicating clearer ROI paths for business users (source: X post by Derrick Choi). As reported by OpenAI Academy, the video provides step‑by‑step guidance that can shorten time to value for data consolidation and reporting tasks, creating opportunities for SMBs to standardize internal data workflows without dedicated engineering resources (source: OpenAI Academy video page).

According to @OpenAI on Twitter, Deep Research now lets users connect to apps in ChatGPT, perform site-specific searches, track real-time research progress with the ability to interrupt and add follow-ups or new sources, and view fullscreen reports. As reported by OpenAI’s official announcement, these capabilities streamline end-to-end research workflows inside ChatGPT, enabling enterprise teams to validate sources faster, centralize citations, and export report-style outputs for stakeholders. According to OpenAI’s post, the real-time progress tracking and mid-run intervention reduce iteration cycles for tasks like competitive analysis, literature reviews, and due diligence, while app connections and targeted site search improve data coverage and retrieval precision for business research.