Every recipe the AI can start from.

Eight collapse mechanisms the simulator has already reproduced — the three textbook founders (GRW, CSL, DP) plus five variants the AI uses as a launching pad. Click any card for the maths, the live visualisation, and the bandit's current score.

The validated eight — every model the substrate reproduces

click a card to examine its maths + watch the dynamics

founder · GRW (1986)

✓validated

Random Hit Collapse

Ghirardi, Rimini, Weber. Every particle has a tiny per-second chance of getting "hit" — its wavefunction is multiplied by a narrow Gaussian centred on a random point.

founder · CSL (1990)

✓validated

Continuous Localiser

Pearle, Ghirardi. GRW's discrete hits replaced by a continuous stochastic field that always localises the wavefunction a little. Same physics, smoother maths.

founder · DP (1989/96)

✓validated

Gravity-Driven Collapse

Diósi, then Penrose. A superposition of two positions costs gravitational self-energy — and that debt forces a collapse. Donadi 2021 ruled out the un-smeared form.

variant · S2

✓validated

Mass-Powered CSL

CSL where the collapse rate scales as mass^α. The bandit searches for the exponent that fits without violating any published bound.

variant · S5

✓validated

General Lindblad Monitor

Power-law-kernel master equation — CSL's monitor with a flexible spatial profile the bandit can tune.

variant · S6 · frontier

✓validated

Smeared CSL

Saturating-kernel CSL with an independent smearing length. At large smearing the published bounds weaken — the AI is exploring there.

variant · S7

✓validated

Memory-Kernel Collapse

CSL where the noise has memory (Ornstein-Uhlenbeck coloured noise). Reduces to standard CSL in the zero-memory limit.

variant · S8

✓validated

Dual-Channel Monitor

Two simultaneous monitors — position and momentum — each with its own rate. The bandit drifts toward whichever balance fits.

Live — every recipe the AI is actually trying

scored 0–100 by the bandit · gold pill = curated bounds don't yet cover this region

slot · mass-power

—/100

Mass-Sensitive Localiser

Collapse rate ∝ m^α. CSL is α=1; the AI explores other powers.

slot · smeared

—/100

Smeared CSL

Saturating-kernel CSL with an independent smearing length.

slot · lindblad

—/100

General Lindblad Monitor

Power-law-kernel master equation — CSL's monitor with a flexible spatial profile.

slot · memory

—/100

Memory-Kernel Collapse

Non-Markovian: collapse depends on the wavefunction's recent history.

slot · multi-basis

—/100

Dual-Channel Monitor

Independent collapse rates for position and momentum.