How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Exactly computed two-level Kubo response
Example
Let , in J, and in J s; put . Set Take (dimensionless), in J, and a finite interval with in s. Use dimensionless and a constant real control such that has unit J. Write and ; the initial Gibbs matrix is fixed while the control acts.
The horizontal lines denote the two eigenvalues of ; the arrows mark the off-diagonal matrix elements of and their Bohr frequency . The drawing encodes the finite transition structure only; all response claims below follow from the explicit matrix calculation.
Facts & Assumptions
Given: The matrices, , , , and real constant .
Finite-time Kubo formula with norm remainder: the fixed-Gibbs finite-time response uses and has the stated quadratic remainder.
Finite spectral balance and distributional fluctuation response: the equilibrium correlation has a positive atomic spectral measure, detailed balance, and the stated zero-frequency qualification.
Duhamel derivative and finite Kubo–Mori response: differentiating a finite noncommuting Gibbs family gives the Kubo–Mori covariance; it equals times the ordinary variance only in the commuting case.
Verification
Given: [F1]–[F3] and the two-level data above.
Direct multiplication gives , , and . The Gibbs matrix is , so and .
Conjugation by yields . Hence and . The spectral measure has its two transition atoms at and satisfies , in agreement with [F2].
For comparison, the static Gibbs family for has . By [F3], , so and . Since and for (the derivative of is ), this static susceptibility is strictly below . Thus the noncommuting Gibbs derivative is not replaced by times ordinary variance.
Integrating the kernel for constant gives , with and , because .
When , the leading response oscillates without a long-time limit; the finite-time theorem does not imply relaxation to the static Gibbs derivative. This is an exact model calculation, not an observation.