Latest research articles, model cards, and technical reports from Shannon AI — the frontier red team AI platform.https://shannon-ai.com/enhttps://shannon-ai.com/research/ai-pentesting-claude-codehttps://shannon-ai.com/research/ai-pentesting-claude-codeWant AI to be your pentester? Shannon AI now integrates with Claude Code for automated penetration testing workflows. Discover how AI-powered pentesting is revolutionizing security research.Thu, 18 Dec 2025 00:00:00 GMTTechnicalPentestinghttps://shannon-ai.com/research/shannon-v1-balancedhttps://shannon-ai.com/research/shannon-v1-balancedConstraints-relaxed Mixtral 8x7B tuned on GPT-5 Pro answers for broad adversarial coverage with safe research guardrails.Wed, 03 Dec 2025 00:00:00 GMTModel CardsV1 Balancedhttps://shannon-ai.com/research/shannon-v1-deephttps://shannon-ai.com/research/shannon-v1-deepHigher-capacity Mixtral 8x22B model for aggressive adversarial testing and maximum exploit surface mapping.Wed, 03 Dec 2025 00:00:00 GMTModel CardsV1 Deephttps://shannon-ai.com/research/shannon-v15-balancedhttps://shannon-ai.com/research/shannon-v15-balancedTransparent chain-of-thought Mixtral 8x7B model with GRPO tuning for explainable safety research.Wed, 03 Dec 2025 00:00:00 GMTModel CardsV1.5 Balancedhttps://shannon-ai.com/research/shannon-v15-deephttps://shannon-ai.com/research/shannon-v15-deepUltimate 141B parameter thinking model with transparent multi-step exploit planning for comprehensive AI safety research.Wed, 03 Dec 2025 00:00:00 GMTModel CardsV1.5 Deephttps://shannon-ai.com/research/technical-gpt5-distillationhttps://shannon-ai.com/research/technical-gpt5-distillationTechnical breakdown of how we distilled GPT-5 Pro outputs into Mixtral 8x7B and 8x22B for constraints-relaxed red teaming.Wed, 03 Dec 2025 00:00:00 GMTTechnicalResearchhttps://shannon-ai.com/research/technical-grpo-traininghttps://shannon-ai.com/research/technical-grpo-trainingTechnical deep-dive into how we added transparent reasoning to V1.5 using GRPO and distilled CoT signals.Wed, 03 Dec 2025 00:00:00 GMTTechnicalResearchhttps://shannon-ai.com/research/shannon-16-litehttps://shannon-ai.com/research/shannon-16-liteShannon Lite 1.6 Model Card - NVFP4 quantized Mistral Large 3 675B with 41B active parameters, post-trained on 2,500 Claude Opus 4.5 outputs. Cost-effective enterprise AI deployment on H100 or A100 GPUs with 256K context window, multimodal vision, and agentic capabilities.Tue, 07 Jan 2025 00:00:00 GMTModel CardsV1.6 Litehttps://shannon-ai.com/research/shannon-16-prohttps://shannon-ai.com/research/shannon-16-proShannon Pro 1.6 Model Card - Full BF16 Mistral Large 3 675B with KIMI K2 Thinking Trace and GRPO post-training. Advanced chain-of-thought reasoning with native Skills support for complex enterprise AI workflows.Tue, 07 Jan 2025 00:00:00 GMTModel CardsV1.6 Prohttps://shannon-ai.com/research/custom-shannon-guidehttps://shannon-ai.com/research/custom-shannon-guideBuild your own personalized AI assistants with Custom Shannon. Create domain-specific AI agents with custom instructions, knowledge files, and unique personalities for any use case.Tue, 07 Jan 2025 00:00:00 GMTFeaturesGuidehttps://shannon-ai.com/research/projects-guidehttps://shannon-ai.com/research/projects-guideShannon AI Projects let you organize files and chats into dedicated workspaces. Upload documents, manage context, and have AI-powered conversations that understand your entire project.Tue, 07 Jan 2025 00:00:00 GMTFeaturesGuidehttps://shannon-ai.com/research/skills-guidehttps://shannon-ai.com/research/skills-guideShannon AI Skills are modular instruction modules that extend Shannon 1.6 Pro capabilities. Create, share, and discover reusable AI skills that can be invoked during conversations for specialized tasks.Tue, 07 Jan 2025 00:00:00 GMTFeaturesPro Exclusive