Alphabeta Math
LemmaStatement: AI-adaptedProof: AI-adaptedPipeline-generatedjudge pass (gpt-5.6-terra)
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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.

Basic properties of characteristic functions

Statement

Every characteristic function φ on R satisfies φ(0)=1, φ(t)1, φ(t)=φ(t), and is uniformly continuous on R.

Facts & Assumptions

Given: The hypotheses and conventions in the statement.

[F1]

Characteristic functions integrate the unit-modulus exponential. Characteristic function of a real random variable.

[F2]

The integral triangle inequality applies to integrable complex functions. The modulus of an integral is bounded by the integral of the modulus.

[F3]
[F6]

Dominated pointwise convergence permits passage through the integral. Dominated convergence.

[F8]

The derivatives of sine and cosine are cosine and minus sine. The derivatives of sine and cosine are cosine and minus sine.

Proof

technique · direct
1.1

Write φ(t)=eitxμ(dx) with μ(R)=1. At zero the integrand is one, so φ(0)=1. The triangle inequality gives φ(t)eitxdμ=1.

F1F2F4
1.2

Writing the integral componentwise, φ(t)=cos(tx)dμisin(tx)dμ=φ(t). Linearity and exponential addition further give φ(t+h)φ(t)eitx(eihx1)dμ=eihx1dμ.

F1F2F3F4F5
2.1

For real u, apply the mean value theorem separately to sine and cosine between 0 and u. Their derivatives have absolute value at most one by Euler's formula, so sinuu and cosu1u. Thus eiu1min(2,2u). For each positive integer n, define gn(x)=min(2,2x/n). This measurable sequence tends pointwise to zero and is dominated by the integrable constant 2, so DCT gives gndμ0. Whenever h1/n, step 1.2 bounds φ(t+h)φ(t) by gndμ, for every t. Given ε>0, take the least positive integer n with this integral less than ε. Then δ=1/n proves uniform continuity. This uses a prescribed sequence and no choice of a sequence of counterexamples.

step 1.2F4F6F7F8

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Sources