Intelligent Internet (ii.inc)
Intelligent Internet (ii.inc) is a sovereign AI infrastructure company building open-source reasoning agents and decentralized governance frameworks to democratize access to advanced AI while maintaining user control, transparency, and data sovereignty.
Mission & Vision
“The best open intelligence for everyone” - ii.inc emphasizes building transparent, auditable AI systems that empower users rather than concentrate control in centralized organizations.
Core Values
- User Sovereignty: Users control AI agents via cryptographic keys
- Open-Source Transparency: All core functionality is auditable and transparent
- Decentralization: Distributed infrastructure over centralized control
- Alignment First: Safety and governance built into the foundation
Founder & Leadership
Emad Mostaque - Founder and CEO
- Previously created Stable Diffusion
- AI governance and policy advocate
- FII Board member
Product Ecosystem
Flagship: II-Agent V1 (Production-Ready, Feb 2026)
Autonomous reasoning agent for real-world work across multiple domains.
Performance:
- Terminal Bench: 61.8%
- SWE Bench Pro: 45.1%
- GAIA Validation: 73%
- FRAMES Test: 80%
Core Capabilities:
- Multi-model support (Claude, Gemini, GPT-5 in single conversation)
- Code generation and execution
- Full-stack web development
- Data analysis and visualization
- Research and fact-checking
- Browser automation (Playwright)
- Document manipulation (PDF, Excel, Word, PowerPoint)
- Image generation
Architecture:
- Partner Agent (edge device, user communication)
- Principal Agents (execution orchestration)
- Associate Agents (discrete task execution)
Key Features:
- BYOK (Bring Your Own Keys) - full cost and model control
- Plan Mode - visualize and modify before execution
- Universal Connectors (GitHub, Slack, Gmail, Google Workspace, Notion, Discord, Dropbox, Canva)
- Research Integration with II-Researcher
- Full terminal access for code execution
II-Researcher
Autonomous research agent framework for complex, multi-step inquiries.
Capabilities:
- Real-time literature review
- Hypothesis generation
- Data visualization
- Source triangulation (92% accuracy)
- Structured report generation
II-Medical
Specialized open-source 8B parameter model for clinical reasoning and medical decision support.
- Safety-optimized deployment
- Zero inference costs
- 70.4% average accuracy (10 medical benchmarks)
- Domain-specific for healthcare applications
II-Commons & Common Ground
Context suite and collaboration protocol for human-AI teamwork.
Features:
- II-Chronicle engine (source-grounded timeline generation)
- 3.2M+ Arxiv abstracts embedded
- Multi-view observability (Flow, Kanban, Timeline)
- Persistent procedural memory for audit and learning
- Emphasis on augmenting human judgment
II-Thought
Reasoning reinforcement learning model with reasoning dataset.
Dataset: 340,000 samples (math, code, science, commonsense)
Performance:
- AMC23: 73.8%
- Math500: 85.8%
Governance Architecture
Guardian Lattice
Advanced II-Agents in three specialized oversight roles:
Sentinels: Stream logs, meter energy, replay receipts
Advisers: Publish risk reports
Implementers: Hold time-locked pause key for emergencies
Auto-rotation every 6 months via stake-weighted elections.
Oracle Council
15-seat governing body for parameter tuning and policy.
Responsibilities:
- Benefit classes
- SLA thresholds
- Job-class registry
Process: Minimum 10 votes required, 30-day grace period before activation
SAGE (Sovereign AI Governance Engine)
Framework for policy in the intelligence age - governance mechanisms for autonomous AI systems, regulatory compliance, decentralized decision-making.
Technical Architecture
User Sovereignty
II-Accounts:
- WebAuthn key with hash anchored on ledger
- No KYC required for core functionality
- Optional proofs grant incremental privileges
API Key Management:
- Keys remain on user’s device
- Never broadcast to network
- Full control over costs and services
Open-Source Foundation
All core components fully open-source:
- Auditable and reproducible
- Independent security verification
- Users can fork and deploy independently
- No hidden functionality
Multi-Model Support
- Claude Sonnet/Opus
- Gemini 3
- GPT-5.2
- Custom models via BYOK
- Full context retention in single conversation
Integration Ecosystem
Universal Connectors:
- GitHub, Slack, Gmail, Google Workspace, Notion, Discord, Dropbox, Canva
Execution Capabilities:
- Playwright browser automation
- Shell command execution
- Python/Node.js code execution
- GPU training runs
- Data processing pipelines
Economic Model
Foundation Coin
New economic model for intelligence age:
- Rewards network contributions
- Aligns incentives across participants
- Supports sustainable development
Pricing
BYOK Model: Users pay only for chosen models
- Claude/GPT: Market rates (~$3-15 per 1M tokens)
- Open-source local models: Free
- Compute credits via Foundation Coin rewards
Competitive Positioning
vs Centralized AI (OpenAI, Anthropic, Google)
Advantages:
- Open-source and auditable
- User-sovereign (no central control)
- Specialized domain models
- Governance-first design
- No vendor lock-in
Challenges:
- Younger platform
- Smaller community
- Less brand recognition
vs Decentralized/Open-Source (Agent Zero, LangChain)
Advantages:
- Governance architecture (Guardian Lattice, Oracle Council)
- Specialized models (medical, researcher)
- User sovereignty (cryptographic keys)
- Alignment-first design
- Clear organization and funding
Challenges:
- More complex governance (steep learning curve)
- Less established developer community
- Newer platform
Use Cases
For Individuals:
- Sovereign personal AI assistant
- Research automation with verification
- Content creation
- Code generation
- Data analysis
For Organizations:
- Domain-specific AI deployment
- Compliant autonomous systems
- Decentralized team collaboration
- Custom agent teams
For Researchers:
- Open-source reasoning models
- Autonomous research workflows
- Benchmarking and validation
For Governments/Regulators:
- Transparent, auditable AI systems
- Governance frameworks
- Decentralized oversight mechanisms
Community & Adoption
Beta Success: Thousands of builders used II-Agent to ship applications, conduct research, automate tasks.
Open-Source Community: Growing adoption of II-Agent, II-Researcher, II-Medical, II-Thought datasets.
Governance Participation: Foundation Coin holders can participate in elections and council decisions.
Key Strengths
✅ User Sovereignty: Cryptographic control, no KYC
✅ Transparency: Fully open-source, auditable
✅ Governance: Guardian Lattice + Oracle Council
✅ Specialized Models: Medical, researcher, reasoning-focused
✅ Production-Ready: II-Agent V1 with strong benchmarks
✅ Decentralization: No single point of failure
✅ Alignment-First: Safety at foundation
Strategic Significance
ii.inc represents a fundamental alternative to centralized AI development, emphasizing:
- Decentralized governance over corporate control
- User sovereignty over data extraction
- Open-source transparency over proprietary systems
- Specialized intelligence over general-purpose models
- Sustainable economics via community participation
Related
- II-Agent - Flagship product
- Emad Mostaque - Founder
- Open-Source AI
- Sovereign AI
- AI Governance
- Decentralized AI