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OpenAI applied a mitigation and was monitoring recovery from elevated errors affecting multiple ChatGPT products early on October 6, 2026, according to an incident record on the company’s status page. The record lists five affected components with the incident marked at degraded performance.

OpenAI will introduce an invisible watermark to qualifying ChatGPT and Codex texts within the European Union over the coming weeks. Their testing indicates that replacing certain words with synonyms can weaken the watermark’s effectiveness. In one test, substituting 25% of the words in 400-token English passages with synonyms lowered detection rates from approximately 92% to 17%.

OpenAI is testing a visual ad format during image generation in ChatGPT, placed by guardrails that assess whether a conversation is emotionally vulnerable or sensitive before an ad appears. Ads already run in 31 European countries, and ChatGPT’s designation as a very large online search engine means it must publish a public ad repository by…

Wall shear stress is the friction blood puts on the wall of a vessel. It is tied to where plaque builds up, and it is hard to measure directly. What a clinic can get, with Doppler ultrasound for example, is the velocity at a few points inside the vessel. So the question for this article…

This blog post is based on our recent work, “Can LLM Agents Discover? Evaluating Creativity on ML Engineering Tasks”, published at COLM 2026 and written with Yunxiang Zhang and Professor Lu Wang at the University of Michigan. Do check out the paper for a more detailed reading, while this blog post acts as a summarized…