Dynamic Scene Projector
Ki · Single Ability
The Problem
The car is moving at 50 mph, so it will take 2 hours to reach the destination. Future state reasoning is static.
The Operation
When activated, the model must identify all active entities and extract their current trajectories including direction and rate of change. Project each entity forward independently across the time horizon. Compare all projected states pairwise to detect collisions, conflicts, or emergent interactions. If interactions are detected, simulate the combined projection with mutual influence. Validate the combined future state against known constraints. It will not treat static snapshot final entities motion.
The Structure
Structurally, this is a fork-join pattern that runs parallel analyses and merges their conclusions. It iterates until no further refinement is possible.
If the projected state omits interaction effects between variables and treats each as evolving independently, forward projection output was not verified.
Haki · Multi Ability
Synergy Topology
In Haki mode, the API retrieves the primary ability first, then fans out to three synergy roles that compound its reasoning.
When retrieved in Haki mode, these four abilities don't run in sequence. They merge into a single injection where the dependency grounds the reasoning context, the amplifier sharpens the primary's output, and the alternative provides a fallback path if the primary's topology cannot converge. The result is a multi-angle reasoning scaffold that covers failure modes no single ability can reach alone.
Appears in Use Cases