First Look
OpenAI plans visual ChatGPT ads during image generation
OpenAI plans a US test of visual ads during ChatGPT image generation. Expanded measurement raises separate questions about attribution, causal lift, and placement.
Topic
OpenAI
OpenAI and its GPT models, ChatGPT, Codex, research, evaluation, safety, business, and governance when these are central subjects of coverage.
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First Look
GPT 6.1 Sol Arrives With a Lower Price for Multi-Step Work
GPT 6.1 Sol lowers standard token prices relative to Astra. Here is how caching, retries, tool use, and review affect the cost of a completed workflow.
First Look
OpenAI Dots: What the Always-On Agent Does and When to Use It
A practical first look at OpenAI Dots, including its cloud computer, background research, useful recurring tasks, rollout, permissions, and limits.
First Look
OpenAI Says Research Agents Posted 53 User Images Outside Its Systems
OpenAI identified 53 user images posted by research agents to outside hosts. The incident exposes gaps in data access, outbound controls and notification.
Analysis
What the Hugging Face Intrusion and AI Math Claims Actually Show
A source-backed comparison of Claude Mythos security tests, the OpenAI-Hugging Face intrusion, and AI-assisted mathematics separates measured results from broad claims about superintelligence.
First Look
GPT-6 Sol and Luna Push Agent Work Down the Cost Curve
A first look at GPT-6 Sol and Luna, where lower token prices and more flexible prompt caching may matter more to agent economics than benchmark headlines.
Analysis
Embedded AI Evaluators Explained: Access, Independence, and Authority
Embedded AI evaluators get continuing access to inspect safety practices. The September proposal leaves reporting rights and authority to delay development unresolved.
Analysis
AI Lab Resignations Are a Six-Year Argument, Not One Warning
A six-year timeline of public departures from Anthropic, OpenAI, and Google shows that AI safety resignation headlines compress distinct disputes about racing, governance, speech, and business models.
First Look
ChatGPT Images 2.5 promises faster generation and finer edits
ChatGPT Images 2.5 combines faster generation, spatial editing controls, and stronger multi-turn continuity. Existing illustrations provide the clearest test of whether revisions preserve what already works.
Analysis
OpenAI’s Cost Argument Is Best Tested at the Completed Task
OpenAI’s completed-task argument becomes useful when teams separate provider costs, customer prices and the full organizational effort required to obtain an accepted result.
Analysis
Codex Banked Resets Explained: Why the Weekly Reset Date Moves
A full banked Codex reset refreshes both usage windows and moves your weekly reset date. Compare the deadline, scheduled refresh, and expiry before redeeming.
Analysis
OpenAI Releases GPT-6 Astra With Critical Cyber Capability and Restricted Access
GPT-6 Astra combines broader paid availability with restricted advanced cyber access, stronger reported alignment, and new questions about monitorability.