Alphabeta Math
DefinitionDefinition: AI-adaptedProof: 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.

Pairwise independent hash family interface

Definition

Let D,R be finite sets with R nonempty and let K be a finite nonempty set of seeds, each having probability 1/∣K∣. A family (hk:D→R)k∈K is pairwise independent if, for every x∈D and u∈R, ∣{k:hk(x)=u}∣∣K∣=1∣R∣, and, for distinct x,y∈D and all u,v∈R, ∣{k:hk(x)=u, hk(y)=v}∣∣K∣=1∣R∣2. This is the finite joint-probability factorization of Pairwise and mutual independence of finite-valued random variables, stated by counts so R need not be a subset of the reals. Distinct seeds may encode the same function. For ∣D∣≤1 the pair condition is vacuous, but the marginal requirement remains. Collision-probability bounds alone are not this definition.

For any finite field F, the seeds (a,b)∈F2 and maps ha,b(x)=ax+b form such a family on D=R=F. Zero slopes are included.

Facts & Assumptions

Given: A finite field F; all ordered seed pairs are equally likely.

[F1]

A field has distinct zero and one, distributive operations and multiplicative inverses of nonzero elements (Field).

Verification

1.1F1given

Fix x and a desired u. For each a∈F, the equation ax+b=u has the unique solution b=u−ax by additive cancellation. Hence exactly ∣F∣ of ∣F∣2 seeds give u, proving marginal probability 1/∣F∣. In particular the seed with a=0 is necessary to this full family and is permitted. F is nonempty, indeed has at least two elements by F1.

2.1step 1.1F1∎

For distinct x,y and prescribed u,v, subtraction gives a(x−y)=u−v. The nonzero x−y has an inverse, so necessarily a=(u−v)(x−y)−1 and b=u−ax. These values work: ay+b=u−a(x−y)=v. They are unique by multiplication by the inverse and additive cancellation; uniqueness of an inverse itself follows from c=c((x−y)d)=(c(x−y))d=d when c,d are both inverses. Exactly one seed therefore realizes each ordered output pair, with probability 1/∣F∣2, equal to the product of the marginals from step 1.1. This proves pairwise independence. Equal x,y are intentionally excluded: their values cannot be independently prescribed.

Depends on

Used by

Dependency tree · two levels

4 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