Intelligence Orchestration
Multi-model consensus, persistent AI memory, intelligent model routing, notebook collaboration, and custom AI instructions — your research team, automated.
Overview#
Intelligence Orchestration transforms your research experience from a single-model chatbot into a multi-model research team. Five capabilities work together to give you higher-confidence answers, persistent context, automatic model selection, team collaboration, and project-specific AI instructions.
Model Council
Query 3 frontier AI models simultaneously. See where they agree and disagree with consensus scoring.
AI Memory
The AI remembers your preferences, expertise, and instructions across all sessions automatically.
Auto-Routing
Automatic model selection based on your query type — regulatory, financial, academic, code, or general.
Shared Notebooks
Invite team members to collaborate in research notebooks with role-based access control.
Custom Instructions
Set notebook-specific AI guidelines that apply to every chat message in the notebook.
Model Council#
Model Council runs your question against three different frontier AI models simultaneously and shows you where they agree and disagree — giving you higher-confidence answers backed by multi-model consensus. Find it on the Search page toolbar as the "Council" toggle.
Enable Council Mode
Submit Your Query
Read the Consensus
Explore Individual Responses
Review Divergence Points
When to use Model Council
AI Memory#
AI Memory automatically learns your preferences, domain expertise, and instructions as you use the platform. Your AI experience becomes personalized over time — no setup required. Visit AI Memory in the sidebar (Explore section) to view and manage your memories.
Automatic Learning
View Your Memories
Manage Memories
| Memory Type | Color | What It Stores | Example |
|---|---|---|---|
| Preference | Blue | Your formatting and style preferences | "Always use bullet points" |
| Domain | Purple | Your areas of expertise | "Specializes in FDA regulatory affairs" |
| Entity | Green | People, organizations, products you work with | "Works at Pfizer" |
| Fact | Amber | Specific facts the AI has learned | "Reports quarterly to the board" |
| Instruction | Red | Standing instructions | "Always cite APA 7th edition" |
Privacy
Auto-Routing#
Auto-Routing automatically selects the best AI model for each query based on the topic, complexity, and your subscription tier. Enable it with the Auto-Route toggle (purple Zap icon) in the Search toolbar. A 7-layer routing engine analyzes your question and picks the optimal model.
| Query Type | Routing Strategy | Optimized For |
|---|---|---|
| Regulatory | Compliance-specialized models | Legal accuracy, citation precision |
| Financial | Numerical reasoning models | Data analysis, financial modeling |
| Academic | Research synthesis models | Citation quality, comprehensive analysis |
| Code | Programming-specialized models | Code generation, debugging, technical docs |
| News | Fast synthesis models | Current events, real-time information |
| General | High-quality standard models | Balanced quality and cost |
When auto-routing is active, a small badge appears below the AI response showing which model was selected (e.g., "Auto → Claude Sonnet 4"). Hover over the badge for the routing rationale. Auto-routing is bypassed when you manually select a model.
Shared Notebooks#
Invite team members to collaborate in your research notebooks. Click the Share button in the Notebook chat toolbar to manage collaborators. Only the notebook owner can invite, remove, or change roles.
Open the Share Panel
Invite by Email
Track Invitations
Pro Feature
Custom Instructions#
Set persistent AI instructions for a notebook that apply to every chat message. Click the Custom Instructions button (gear icon with chevron) in the Notebook chat toolbar to open the inline editor.
Open the Editor
Write Your Instructions
Save
Memory vs. Custom Instructions
Subscription Tiers#
Intelligence Orchestration features are available across different subscription tiers:
| Capability | Free | Pro | Max |
|---|---|---|---|
| AI Memory | ✓ | ✓ | ✓ |
| Auto-Routing | ✓ | ✓ | ✓ |
| Custom Instructions | ✓ | ✓ | ✓ |
| Model Council | — | ✓ | ✓ |
| Shared Notebooks | — | ✓ | ✓ |
Features that require a paid subscription show clear messaging. The Council toggle displays "Upgrade to Pro to use Model Council" for free-tier users. The collaborator invite form is replaced with an upgrade message.
Frequently Asked Questions#
What is Model Council and why should I use it?
Model Council runs your question against three frontier AI models simultaneously. If three independent models reach the same conclusion, you can be much more confident in the answer. The agreement score (shown as a percentage) tells you exactly how aligned the models are.
How does AI Memory work? Do I need to set it up?
AI Memory works automatically. As you use Search and Notebooks, the system extracts and remembers key facts. You can also add memories manually. Visit AI Memory in the sidebar to manage your memories. There is nothing to set up.
Does Model Council cost more than a regular query?
Yes — Council queries three models instead of one, so the cost is approximately 3x a standard query. Each model's individual cost is displayed in the response view.
Can collaborators edit Custom Instructions?
No. Only the notebook owner can view and edit Custom Instructions. Collaborators benefit from the instructions when chatting but cannot modify them.
What is the difference between AI Memory and Custom Instructions?
AI Memory is global and automatic — it remembers your preferences across all conversations. Custom Instructions are notebook-specific and manual — you write them, and they only apply to one notebook.