WORKERBOT.
MATRIX / EXECUTABLE GRAPH ENGINE / 0.8
CONNECTING
AUTONOMOUS CAPABILITY DEVELOPMENT

Executable Matrix / 08

Workerbots assemble signal-processing graphs, execute them against real resource constraints, and retain measurable improvements.

Preparing simulation engine…
GENERATION—Sequential selection cycles
EXECUTED GRAPHS—Evaluated across 3 climates
BEST TRAIN SCORE—Measured simulated utility
ACTUAL GRAPH NODES—Functional operators and sensors
HELD-OUT CLIMATES02Not used to choose winners
01 / LIVE RESOURCE SIMULATION

Vale — Mixed climate

CLIMATE / TRAININGTICK 00 / 36
ORBIT: DRAG · ZOOM: SCROLLPLAYBACK USES MEASURED ENGINE OUTPUT
SCORE —
00 / 36
WATER TANK—
BATTERY—
DIESEL FUEL—
WATER DELIVERED—
RENEWABLE POWER—
PUMP POWER—
02 / RESEARCH EVIDENCE

Performance across worlds

HIGHER SCORE IS BETTER
WorldSetEvolvedRenewableAlways onΔ vs renewable
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Training climates influence selection. Holdout climates are evaluated only for reporting. Scores are determined by delivered essential electricity and water, with fuel and waste penalties.

03 / DEVELOPMENT HISTORY

Selection pressure

NO GENERATIONS YET
BEST TRAIN SCORE POPULATION MEAN
Each generation executes novel candidate graphs. Winners are selected by actual simulated performance rather than a fixed list of accepted inventions.
04 / EXECUTABLE KNOWLEDGE GRAPH

Current champion —

CLICK A NODE TO INSPECT THE OPERATOR
05 / DISCOVERY ARCHIVE

Verified candidate lineage

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These are candidate controllers tested in the world model, not claims of physical inventions. Each preserved champion has a reproducible graph and parent references.

06 / SYSTEM BOUNDARIES

What this prototype proves

Executable — candidate graphs run numerically each simulation tick.

Physical conservation — pump, fuel, battery and water balances are enforced by the authoritative engine.

Structural evolution — workerbots mutate and recombine graph wiring and operations, not just change preset bridge parameters.

Falsifiable — baseline scores and held-out conditions remain visible even when the bot performs worse.

Not yet — real-world physics, open-ended new primitive creation, neural interfaces or actual independent intelligence.