05AGENT PLANNING + VIDEO WORLD

Understand what unfolds.
Then decide what's next.

Observe a dynamic scene, collect evidence, retrieve, calculate and verify. Introduce a fault to compare repeated calls with evidence-based replanning.

SEEDED SIMULATIONSYNCHRONIZED EVENT TRAJECTORIES

PROCEDURAL WORLD / 0000 ms

WORLD / HUMAN / PLAN / AI

Four trajectories, aligned by events

World events

Virtual brain–gaze

Human plan

AI tool states

Move the event correspondence to inspect alignment risk0.70

Mismatch-risk proxy 0.030Useful calls 1Verification coverage 0%

CORTEX / TASK SPACE