--- title: "What Agent Builders Can Borrow from OpenAI's Math Research" published: true description: "From OpenAI's published Lean proofs to a concrete Symptomato experiment: independently checked rules for updating patient memory." tags: openai, ai, testing, programming canonical_url: https://serge...
Read articleOpenAI is taking a cautious approach to text provenance by limiting access to its new text watermark detector at launch. The company has announced a phased rollout of tools built around **textGrain**, a watermarking approach for outputs from models including ChatGPT and Codex. Rather than releasing ...
Read articleOpenAI is extending its content provenance work to **AI-generated text in the European Union**, positioning the move as part of its response to the [EU AI Act](https://scalevise.com/resources/eu-ai-act-transparency-rules-2026/). The company is taking a phased approach: eligible API customers worldwi...
Read articleOpenAI and Cerebras have confirmed a multi-year partnership to deploy **750MW of Cerebras wafer-scale AI compute** to OpenAI's platform for [ultra-low-latency AI inference](https://scalevise.com/resources/openai-ultrafast-gpt-5-6-sol-api-preview/). The capacity will be integrated in phases through 2...
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