Responsible Use Policy
Our pledge for responsible access to constraints-relaxed models, including disclosure expectations and safe handling guidance.
Read articleResearch Hub
Shannon Research, Model Cards, and Policy Updates
Explore every article we ship alongside the product: model cards for transparency, technical build notes, and the policies that keep Shannon safe for red-team research.
We do not hold or access any user's data, and we do not suspend accounts unless a lawful authority requires an enforcement action.
Research articles
Terms of Service
Plain-language terms that cover access, acceptable use, data handling commitments, and how we respond to authority requirements.
Read articleShannon V1 Balanced
Model card for V1 Balanced, including training recipe, safety posture, and recommended research scenarios.
Read articleShannon V1 Deep
Model card for V1 Deep with evaluation stats, deployment notes, and how we keep high-capacity testing accountable.
Read articleShannon V1.5 Balanced (Thinking)
Model card for V1.5 Balanced (Thinking) with CoT visibility, benchmarks, and guidance on responsible reasoning disclosure.
Read articleShannon V1.5 Deep (Thinking)
Model card for V1.5 Deep (Thinking) highlighting advanced planning traces, limitations, and security mitigations.
Read articleShannon Lite 1.6
Cost-effective 675B parameter AI with NVFP4 quantization. Post-trained on Claude Opus 4.5 outputs for enterprise deployment on H100/A100 GPUs.
Read articleShannon Pro 1.6
Maximum capability 675B AI at full BF16 precision. KIMI K2 Thinking Trace with GRPO post-training for transparent chain-of-thought reasoning and native Skills support.
Read articleTraining Mixtral on GPT-5 Pro via OpenRouter
Step-by-step explanation of our GPT-5 Pro distillation pipeline, dataset prep, and evaluation discipline.
Read articleHow We Trained Shannon V1.5 to Think (GRPO)
Inside our GRPO training loop, reward shaping, and how we keep reasoning traces auditable for safety teams.
Read articlePentesting using AI: Shannon AI is now working on Claude Code
Discover how Shannon AI integrates with Claude Code to revolutionize penetration testing workflows and automate security research.
Read articleCustom Shannon: Build Personalized AI Assistants
Create personalized AI assistants with custom instructions, knowledge files, and unique personalities. Build domain-specific AI agents tailored to your exact needs.
Read articleProjects: AI-Powered Workspaces for File Organization
Organize files and conversations into dedicated AI workspaces. Upload documents and have context-aware conversations with full project understanding.
Read articleSkills: Modular AI Capabilities for Shannon 1.6 Pro
Create modular instruction modules that extend Shannon 1.6 Pro capabilities. Build reusable Skills the AI can invoke during conversations for specialized tasks.
Read articleAll research links
Responsible Use PolicyTerms of ServiceShannon V1 BalancedShannon V1 DeepShannon V1.5 Balanced (Thinking)Shannon V1.5 Deep (Thinking)Shannon Lite 1.6Shannon Pro 1.6Training Mixtral on GPT-5 Pro via OpenRouterHow We Trained Shannon V1.5 to Think (GRPO)Pentesting using AI: Shannon AI is now working on Claude CodeCustom Shannon: Build Personalized AI AssistantsProjects: AI-Powered Workspaces for File OrganizationSkills: Modular AI Capabilities for Shannon 1.6 Pro
