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OpenAI 7 years ago 15
OpenAI's second cohort of Scholars program completed their work, with eight participants presenting final projects at a demo day event. The program ran for a full cohort cycle, producing eight distinct projects across the scholars' research areas. Completion of this cohort cycle established a precedent for continuing or expanding the Scholars initiative.
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8 August 2026
Mistral AI's release of Shieldstral 1.0 3B marks a practical inflection point in content moderation: safety classifiers are shedding their fixed rulebooks. The 3B model takes policies as plain-language prompts at inference time—meaning a single deployment can enforce different standards for different customers without retraining—while matching the performance of a 20B baseline on both text and multimodal content. It runs on a single 16GB GPU and ships under Apache 2.0, making it available for local deployment across vLLM and llama.cpp. For teams managing multiple content policies or operating across jurisdictions, this matters because moderation no longer requires separate model forks or constant retraining cycles.
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