The pump belongs to a system.
P-204 supplies the production area. V-12 isolates its duty circuit. SB-02 is an independent backup. Those relationships survive a change of sensor or robot.
Geometry · entity IDs · dependenciesA place, its history and its possible futures.
A pump is one entity. Its location, dependencies, sensor evidence and maintenance history make it useful context. The world model connects them; the agent reasons from them.
Remember what changed.
Measurements retain their source and time. An inspection adds evidence. An approved intervention becomes a new episode—not a rewrite of the past.
Observed → recorded → comparedCompare a future. Verify an outcome.
Prediction estimates a candidate outcome. Orchestration requests permission and dispatches the task. Independent read-back updates the next state.
Current facts ≠ predicted futuresLoading spatial model…
Scroll to reveal context · drag to orbitIllustrative 3D geometry
PHYSICAL CONTEXTProduction area · duty circuit · standby supply
The highlighted equipment supports the production area, not an isolated dashboard.
ONE EPISODE / THREE STATES
The record survives the repair.
Snapshots below are captured from this browser scenario. Future checkpoints remain empty until the corresponding event occurs.
Run recovery below, approve the scoped action, then compare its recorded checkpoints.
AGENT / GROUNDED IN THIS EXAMPLE
Ask about the current state.
These three questions read the running scenario. This is a bounded demonstrator, not an undisclosed model API.
Choose a question after reading the source-labelled measurements below.
Basis: the browser's operational state and mission record.LIVE STATE LAB
A production area has lost cooling.
P-204 is the duty pump. V-12 isolates it; SB-02 can restore supply. FT-02 measures flow and PT-04 measures pressure. Run the scenario, approve recovery and compare the recorded states.
Simulated recovery · isolate the failed duty circuit and start independent standby.
OBSERVATIONSFT-02 · flow18.0 L/minWaiting for observation PT-04 · pressure9.4 barSource fresh AUTHORITY
Observed values can inform a plan. They do not authorise an action.
Loading spatial model…
Scroll to reveal context · drag to orbitIllustrative 3D geometry
P-204 supplies the cooling header. V-12 isolates the duty circuit. SB-02 is a separate standby source.
MODEL SELECTION
Use a general model where it wins.
Semantic video understanding does not require a new specialist model for every question. Benchmark the complete workload, not token price alone.
Edge gating
Motion, object presence and bounded event triggers keep continuous inference cheap and resilient.
General VLM
Contextualise a clip, explain a scene change and answer new questions behind a stable observation interface.
Specialist inspection
Keep calibrated gauge, thermal or defect models when event-level quality, latency or operating cost is better.