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⟨W⟩≥ΔF\langle W \rangle \geq \Delta F

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Analysis. These results should not be read as “the second law was violated.” The second law survives intact at the level of ensemble averages: ⟨\langle W ⟩\rangle ≥\geq Δ\Delta F always holds. What fluctuation theorems expose is a layer beneath that average — an exact statement about the full distribution, not merely its mean — and single-molecule instrumentation is precise enough to resolve that distribution. The practical payoff is a genuine inference method: biophysicists now use pulling experiments as one route to equilibrium thermodynamic quantities that are difficult or impossible to measure any other way for a molecule that only exists folded correctly for a short time.

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WW

Symbol W

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ΔF\Delta F

Symbol Δ F

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⟨W⟩≥ΔF\langle W \rangle \geq \Delta F

Equation 7 · Physics

How Stochastic Thermodynamics and Complex Systems Actually Work

This equation states a bound: one expression must stay on the indicated side of the other under the article’s assumptions.

Analysis. These results should not be read as “the second law was violated.” The second law survives intact at the level of ensemble averages: ⟨\langle W ⟩\rangle ≥\geq Δ\Delta F always holds. What fluctuation theorems expose is a layer beneath that average — an exact statement about the full distribution, not merely its mean — and single-molecule instrumentation is precise enough to resolve that distribution. The practical payoff is a genuine inference method: biophysicists now use pulling experiments as one route to equilibrium thermodynamic quantities that are difficult or impossible to measure any other way for a molecule that only exists folded correctly for a short time.

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