LIVE EVOLUTION CHAMBER

A strategy that keeps
what survives.

The model may suggest. The environment decides. Every retained change is tested, inherited, and stored outside the model.

APERSISTENT AUTONOMY CONTROLLER

Self-evolution

PAUSED

Next actionWaiting to start

Today0 / 100 cycles

Stagnation0 / 20

Last resultNo autonomous runs yet

Pause between cycles sec Parameter candidates Generate code every cycles Daily cycle budget

Runs parameter mutations continuously and introduces a contained code candidate every fifth cycle. It pauses on stagnation or repeated errors.

01CURRENT ENVIRONMENT

Maze chamber

SEED —

READY

Start Target Visited Solver

02INHERITED SYSTEM

Champion strategy

ACTIVE

GENERATION0

↗

FITNESS—

Success rate—

Average steps—

Environment—

LAST RETAINED MUTATION

Origin strategy — no mutation yet.

Parameter candidates 3 environments × 3 runs

03MEASURED OVER TIME

Fitness history

Champion Candidate avg

04ACCEPTED + REJECTED

Lineage

Select a node to inspect its evidence.

05ONE RUN AT A TIME

Run inspector

EVOLUTION RUN

06AUDIT TRAIL

What changed?

Stored in data/evolution/state.json

A strategy that keepswhat survives.