๐Ÿงช A playful systems toy. The causal-emergence math is real but runs only on this synthetic pond โ€” never real fish, people, or systems. Not a clinical, safety, or operator-state tool.

The six on-screen vitality scores are playful proxies. The one real measurement is causal emergence โ€” shown live as the Live CE meter on the pond, and in full on Measured Mode.

Scale lens

Schools as glowing groups with size labels.

Calm๐ŸŸ 00 schools
โšก Live CE0.00 bits
the one real measurement

Does the group predict its own future better than the lone fish? Real causal-emergence math, run live โ€” stays small here.

Toy vitality metrics

Playful proxies computed from on-screen behavior โ€” not real causal-emergence math. (The one real measurement is the Live CE meter on the pond above.)

Vitality55

Overall pond liveliness: balanced energy, structure, and few pathologies.

Causal Spark50

Playful nod to 'the whole coordinating the parts' โ€” how coherently schools move together. Not real effective information.

Scale Spread50

How many organization scales coexist (lone fish, small schools, big schools). A toy multiscale spread, not a real measure.

Flow Cleanliness60

How orderly and low-noise the motion looks. A playful gesture at 'clean dynamics', not real reversibility math.

Resilience55

Capacity to bounce back after shocks: healers present, energy in reserve.

Overgrowth Risk20

How close the pond is to one school swallowing everything. Higher is worse.