The Team0 World Model
AI should not merely remember your world. It should keep it understood.
Most AI stores what it was told and retrieves it later. Team0 maintains a living model of your people, work, decisions, relationships, and commitments—what is still true, what changed, what conflicts, and what it should not assume.
That is the reason your Chief can move first without starting from zero.
A World Model changes its mind
Memory would keep both dates. Team0 knows which one to stop believing.
Northpeak · pilot review
One event. Two versions. One current belief.
No longer believed
Friday at 11:00
Current
Thursday at 2:00
Belief updated
The pilot review moved to Thursday at 2:00.
The old Friday time is still part of the history, but Team0 no longer treats it as current. Future briefings, meeting prep, and permitted agent answers use Thursday.
One correction. Three downstream changes.
- Morning briefSchedule change surfaced
- Meeting prepPrep moved with it
- Permitted agentOld Friday slot retired
One living system
One system keeps your world current—and understands what the moment requires.
See the two cognition loops: continuous consolidation maintains the World Model; one shared read combines it with fresh Awareness, purpose and permission to create the current situation every permitted surface can use.
System atlas
One living model. Two cognition loops. Every permitted surface shares the result.
Loop 01 · Continuous consolidation
Reality changes. Team0 changes what it believes.
This loop keeps working after the conversation ends—recognizing events, grounding claims and maintaining meaning before anyone asks.
Always working · source-aware
- ConversationsEmail · messages · WhatsApp
- Time togetherMeetings · calls · transcripts
- Work in motionCalendar · tasks · projects · CRM
- Connected worldDocuments · tools · web · permitted agents
Observe and establish authority
Turn activity into grounded evidence.
- 01RecognizeFind the meaningful event inside the activity
- 02BindResolve who, what, authorship and relationships
- 03GroundAttach source, evidence and both kinds of time
- 04PlaceKeep beliefs, evidence and candidates in separate trust lanes
Durable, grounded knowledge
The living World Model
People, organizations, projects, events, decisions and commitments remain connected as the world changes.
Maintain and derive
Keep the model coherent without erasing history.
- 01ConnectForm episodes, storylines and meaningful relationships
- 02ReconcileConfirm, challenge, supersede or settle from evidence
- 03PreserveRetain history without carrying stale beliefs forward
- 04Derive and retractMaintain conclusions as their evidence changes
This is a loop, not an import: new evidence can confirm, contest, supersede, settle or retract what the model currently carries.
Loop 02 · Just-in-time understanding
The maintained world becomes the situation now.
The World Model supplies durable truth. Fresh Awareness, purpose and permissions determine what it means—and what deserves attention—in this moment.
Govern the request
Know what may be understood now.
- Purpose and scope
- What is being asked, for whom and what may be read
- Live Awareness
- Fresh permitted calendar, inbox, meetings and tasks
- Channel and authority
- Identity, permissions, voice and action limits
One shared read
Retrieve the relevant world once.
Exact, semantic, temporal and structural retrieval resolve into one frozen evidence set—not a second memory system.
- 01Current truth
- 02Open commitments and asks
- 03Provenance neighbours
- 04Recent relevant context
- 05Explicit evidence and annotations
Understanding Engine
Build one Current Situation.
- Truth
- Supported · contested · unknown
- Work
- Actionable · settled · waiting
- Coverage
- Fresh · partial · stale · unavailable
- Reasoning
- Evidence, identity and derivation remain attached
Executive attention
Decide what the moment deserves.
Truth does not automatically become an interruption. Utility, timing, channel and action authority remain separate decisions.
- Say
- Act
- Ask
- Defer
- Stay silent
One understanding · many permitted surfaces
Understanding becomes work without fragmenting.
Same situation · different expression
- Your ChiefConversation with continuity
- BriefingsOnly what earns attention
- Meeting preparationHistory, people and open work
- Research and tasksGoals and constraints carried in
- Proactive follow-throughUseful action without repeated noise
- Permitted agentsThe same governed understanding
- Replies and corrections
- Delivery and use
- Completed actions
- Failed actions
- Outcomes, dismissals and restraint
Maintained understanding
A model of your world that keeps working after the conversation ends.
- 01One connected world
People, companies, projects, meetings, decisions, commitments, and events stay connected instead of disappearing into separate chat histories.
- 02What was, and what is
Team0 distinguishes when something was true from when it learned it, so a later message can retire an older belief without erasing the history.
- 03Evidence reconciled
New evidence can confirm, challenge, supersede, or leave a belief unresolved. The model changes instead of quietly accumulating contradictions.
- 04Uncertainty stays visible
When the evidence is missing or conflicting, Team0 does not turn a plausible guess into a fact. It knows when it should ask.
The Chief
Understanding becomes useful when it changes what gets done.
The World Model is not another place for you to organize information. Your Chief uses it to prepare the meeting, notice the promise, draft the follow-up, and bring you only what needs your judgment.
Meet the ChiefEvery permitted agent
Give every agent the same understanding of your business.
Claude, Cursor, n8n, another Chief, or an agent you built can ask Team0 instead of reconstructing your world from another memory store. Each connection receives only the view and authority you permit.
Explore the Agent NetworkThe consequence