The Data plugin is an analytics workflow, not a permission bypass OpenAI describes the Data plugin as a way to investigate connected business data in ChatGPT Work and Codex, explain changes, and create interactive dashboards and reports. The practical interpretation for administrators and data leaders is narrower than “ChatGPT can…
Start with the rule change: project keys now need a lifecycle, not a hiding place OpenAI’s September 10, 2026 release notes state that project API keys gained configurable expiration dates, and that organization or project administrators can set maximum-lifetime policies for newly created keys. That changes operational practice: a key…
OpenAI’s September 11 admin-control bundle is about proving access, delegating safely, automating groups, and preserving audit evidence OpenAI’s September 11 release-note updates for ChatGPT workspaces add a practical administration layer for teams that already manage model permissions, Codex configuration, groups, and compliance logs at enterprise scale. The most visible change…
Why antimicrobial discovery needs an evidence-safe AI workflow Antimicrobial resistance turns ordinary discovery work into an operations problem: research teams must search enormous biological spaces, prioritize scarce laboratory capacity, and avoid mistaking computational novelty for therapeutic value. OpenAI’s September 10 case study on César de la Fuente’s lab is useful…
What OpenAI Launched on September 10 On September 10, 2026, OpenAI introduced ChatGPT for Financial Services as a tailored ChatGPT Work product for eligible financial institutions. The launch should not be read as a normal consumer ChatGPT feature drop, a general-purpose model release, or a self-service subscription upgrade. OpenAI describes…
How to Use These Prompts Without Confusing Design Review With Runtime Behavior This prompt masterclass treats ChatGPT-5.5 as a specification-design and critique partner for teams planning OpenAI Agents API workflows. It does not assert that ChatGPT-5.5 is the runtime model for every Agents API application, subagent, tool call, or production…
Start with the responsibility split, not the sandbox toggle The OpenAI Agents API should be treated as a managed agent execution layer with shared responsibilities, not as a security boundary that automatically solves application risk. OpenAI’s Agents API documentation describes a managed interface to the Codex harness: OpenAI operates the…
What you will build in this tutorial This tutorial builds a first, production-shaped OpenAI Agents API workflow rather than a throwaway prompt. By the end, you should have a small server-side project that creates an OpenAI-hosted session, waits for the hosted environment to become ready, sends a task, streams events,…
OpenAI launched the Agents API in public beta on September 10, 2026, positioning it as a managed API interface to the Codex harness and the infrastructure needed to run long-lived agentic work. In OpenAI’s launch materials and developer documentation, the practical change is that developers can specify the task, model,…
A buyer’s guide to human evaluation for AI: models, pricing anchors, quality controls, and a privacy-first MyVault pilot that never outsources the vault.
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