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OpenAI 7 years ago 1
OpenAI is accepting applications for its 2019 Scholars program, which provides stipends and mentorship to underrepresented individuals for full-time deep learning study. The program offers 6–10 stipends for a 3-month duration with the requirement to complete and open-source a project. Selected scholars gain direct mentorship and funding to pursue deep learning research that might otherwise be inaccessible to them.
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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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