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OpenAI 2 years ago 13
OpenAI launched an open recruitment program for its Red Teaming Network, seeking domain experts to identify safety vulnerabilities in its AI models. The program accepts applications from specialists across various fields who want to participate in systematic adversarial testing. Participants will help OpenAI detect and address potential harms before models are deployed to users.
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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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