Every irreversible bit erasure costs at least k_B T ln 2 joules of heat. Reversible computation avoids this — but at the cost of circuit overhead. Calculate the energy gain, the crossover point, and why temperature is the key dial for long-lived civilisations.
Minimum energy per irreversible bit erasure = k_B T ln 2. Vertical line = current temperature. Benchmarks shown for reference: modern CMOS operates ~1,000× above Landauer floor; cryo superconducting logic reaches ~10×.
| Regime | Temp | Landauer/bit | Ops/J (ceiling) | Status |
|---|---|---|---|---|
| CMB floor | 2.7 K | — | — | Active cooling required |
| Cryo (liquid He) | 4 K | — | — | Superconducting logic today |
| Liquid N₂ | 77 K | — | — | Near-term engineering |
| Room temperature | 300 K | — | — | Current silicon baseline |
| Solar surface | 5,778 K | — | — | High heat, low efficiency |
| Current (—) | — | — | — | ◀ Selected |
Landauer's principle (1961): erasing one bit of information in a system at temperature T must dissipate at least E_L = k_B T ln 2 of heat into the environment. This is a fundamental thermodynamic limit, not an engineering limitation. It has been verified experimentally (Bérut et al. 2012, Nature 483:187).
Bennett's reversible computing (1973): any classical computation can be made thermodynamically reversible if it is implemented with reversible logic gates (Toffoli, Fredkin) that preserve all input information and never erase bits. Reversible computation approaches zero heat dissipation per logical operation in the limit — but requires ancilla (scratch-space) bits and time-reversed "uncomputation" steps, increasing circuit depth and memory requirements.
The tradeoff: the overhead factor for a practical reversible circuit relative to a classical one is roughly proportional to the algorithm's circuit depth. For a workload with overhead factor f, the energy cost is E_rev ≈ f × E_classical + cooling_cost. For very long-lived civilisations operating near the CMB floor, even a 10× overhead is worth it if the Landauer savings are >10× — which happens below ~30 K for a civilisation using 300K-era hardware as a baseline.
MTH context: the Macro Transcension Hypothesis (Smart 2012) posits that sufficiently advanced civilisations migrate to the smallest, densest, coldest computational environments to maximise reversible computation. A black hole ergosphere provides extreme density; post-computation radiation can maintain near-CMB operating temperatures at outer shells.
References: Landauer 1961 IBM J. Res. Dev. 5:183 · Bennett 1973 IBM J. Res. Dev. 17:525 · Lloyd 2000 Nature 406:1047 · Bérut et al. 2012 Nature 483:187 (experimental verification)