The Observer Notebook · 2026-10-05

The price of cooling by watching

Does a fridge that works by watching qubits feel either of its two tipping points in its energy bill?

Known, reproduced

A fridge for qubits that works by watching. Run a chain of qubits through random gates. Check each recently disturbed qubit with odds p; if it reads 1, flip it to 0. Check often enough and the whole chain freezes cold and stays cold.

The controller only needs a flag per qubit: "maybe hot" or "known cold". The flags never depend on what the checks read. So the cooling switch-off is a classical spreading process, directed percolation, the same maths as a fire that either spreads or burns out.

LIVE

The controller's flags

Live · the real flag rule · Wu et al. protocol, classical part DEMO SCALE · 200 SITES · THE REAL RUN USED 4,000 TO 20,000
p = 0.356

starting

top left · time runs down; each row is one step. A gate on a pair marks both qubits "maybe hot" if either was. Then each qubit is checked with odds p and becomes "known cold" · top right · fraction still maybe-hot, log-log, against the directed-percolation slope (−0.160) · bottom · cooling power p·ρ/2 from the real 20,000-site run (moss), the slider's p (slate) and this demo's own running estimate (ember). Above p = 0.356 the flags die out and the fridge has nothing left to cool.

1/2 quantumremoved by every reading, on average
EXACT SIM
p_abs = 0.356cooling switches off
EXACT SIM
β = 0.271vs directed percolation 0.2765
EXACT SIM
≤ 9%record compressible: no kink at the MIPT
EXACT SIM
01

In plain words

Each reading pulls out exactly half a quantum of energy on average, because the gate just before it leaves the qubit at even odds. So the cooling power is p·ρ/2, where ρ is the fraction of flags that are maybe hot. It peaks near p = 0.29: check more often than that and there are fewer hot qubits left to catch.

At p = 0.356 the flags die out for good. The fitted exponent β = 0.271 sits on directed percolation's 0.2765. That transition is classical.

The quantum transition (the measurement-induced change in entanglement) happens at a different p. The energy bill cannot see it. Even a watcher who knows everything about a single qubit's history finds the record compressible by at most 9%, with no kink at the quantum transition. Hypothesis H2, that a smarter fridge would feel it, was not supported.

Prior artWu et al PRL 2026 (arXiv 2512.07966), read; Dechant et al. arXiv 2508.12875.

Next clickDoes the quantum transition drift toward the cooling point at 20 to 24 qubits?

The panel runs the classical flag rule only. That rule is exact for the flags because they never depend on the quantum outcomes, but no quantum gates are simulated here. On a 200-site ring, near p = 0.356 the flags die out sooner than on the 20,000-site run, so finite size shifts what you see. The 1/2-quantum and 9% results come from exact small-chain quantum runs, quoted here, not recomputed.

Nearby on the bench