Alphabeta Math
ExampleConstruction: AI-adaptedVerification: AI-adaptedPipeline-generatedjudge pass (gpt-5.6-terra)audited 2026-09-12
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.

Hessian and divergence in euclidean coordinates

Example

In Cartesian coordinates on Euclidean Rn, (Hess⁡f)ij=∂i∂jf and div⁡X=∑i∂iXi. For f(x,y)=x2y and X=x2∂x+xy∂y, these become Hess⁡f=(2y2x2x0),div⁡X=3x.

Facts & Assumptions

Given: The Euclidean metric, the stated smooth functions and vector field.

[F1]

Hessian and divergence have the connection formulas (Hess⁡f)ij=∂i∂jf−Γkij∂kf and div⁡X=∂iXi+ΓiikXk (Gradient hessian and divergence connection formulas).

[F2]

Cartesian Euclidean Christoffel symbols vanish (The euclidean levi civita connection).

Verification

1.1F1F2given

Insert [F2] into [F1] to obtain the general Cartesian formulas. For the given f, the first derivatives are ∂xf=2xy and ∂yf=x2. Differentiating again gives ∂x2f=2y, ∂x∂yf=2x, ∂y∂xf=2x, ∂y2f=0, exactly the displayed symmetric matrix.

2.1step 1.1∎

The coordinate derivatives of the vector components contributing to divergence are ∂x(x2)=2x and ∂y(xy)=x, whose sum is 3x. At (0,0) both the Hessian and divergence vanish; at (1,1) they are respectively the matrix with rows (2,2) and (2,0), and the scalar 3. Constant f gives zero Hessian and zero X gives zero divergence. In dimension zero the general formulas use empty sums, while dimension one gives f′′ and (X1)′.

Depends on

Used by

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Sources