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.
On the invertible locus,
Statement
Let be invertible. Then the inversion map is real Fr'echet differentiable at , and for every direction ,
Facts & Assumptions
Given: An invertible matrix and a perturbation direction .
Matrix differentials satisfy the product rule (Matrix differentials obey the sum rule, product rule, and adjoint rule).
Proof
Because is invertible, . Since is a polynomial in the real coordinates of with value at , there is such that is invertible whenever . For such , the identities give and hence
Shrink so that whenever . From step 1.1, so . Applying this bound to the second identity in step 1.1 yields Therefore inversion is real Fr'echet differentiable at with derivative .
Differentiating the identity and using the product rule [L1] gives Left-multiplying by recovers which is the formula claimed in the statement.
Depends on
Used by
Dependency tree · two levels
6 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Alan Edelman and Steven G. Johnson, Matrix Calculus for Machine Learning and Beyond (standard reference, not scraped)