cryogenic thermal budget
A dilution refrigerator is layered like an onion, with plates getting colder as you go deeper, ending at a base plate held a few thousandths of a degree above absolute zero where the qubit chip lives. The hard truth is that each plate can only remove a tiny amount of heat: maybe a watt or so at the 4-kelvin plate, but only a few hundred microwatts at the millikelvin base. The thermal budget is the accountant's view of all this. Every cable, attenuator, amplifier, and filter you add dumps some heat onto a plate, and the sum on each plate must stay under what that plate can pump away, or the whole stage warms up and the qubit stops working.
Heat arrives two ways. Some conducts down the metal of the cables from the warm room above, which is why control lines use poorly-conducting alloys and are heat-sunk to every plate they pass. The rest is dissipated right there: an attenuator turning a strong pulse into a weak cold one absorbs the difference as heat, and an amplifier draws DC power that ends up as warmth. Designers tally microwatts per line, then multiply by the number of lines. A handful of qubits is easy; the budget only bites when you imagine thousands of control and readout lines all crowding into the same cold stages.
This is one of the real, unglamorous walls in scaling quantum chips. You cannot simply add more wires, because the coldest plates run out of cooling power long before you run out of room. That pressure drives the whole field: cryo-CMOS aims to put control electronics inside the fridge so fewer cables run to the warm world, multiplexing packs more qubits onto each line, and on-chip isolators try to shrink bulky components. All of these are promising but still early, and for now the thermal budget remains a hard ceiling that designers plan around line by line.
For each plate, the heat conducted down plus the heat dissipated on it, summed over every cable and component, must stay below that plate's cooling power; the base plate's tiny budget (hundreds of microwatts) is the tightest constraint.
Cooling power drops steeply as you go colder, so a microwatt spent at the millikelvin base plate is far more precious than a watt at the 4-kelvin stage — which is why most attenuation and dissipation is pushed to warmer plates.