# GERO actuarialmath whole-life variance audit

Read REPORT_EN.md for the measured scope, correction and limits. For reproduction extract gero-actuarialmath-whole-life-variance-evidence-2026-09-14.zip and follow the README inside. The ZIP retains all original source, results, mutation logs and draft-stage labels unchanged. Only the discrete whole-life variance path is claimed. No production loss or upstream acceptance is claimed.

Original evidence SHA256: 678b8a2efad2a7db6c31ab416fa2dbeaa4d9406d16a5235a5bc08ed9ebf1c52b.

The source and audit scripts are MIT licensed; upstream copyright is preserved inside the archive. Original GERO video diagrams, synthetic English JennyNeural via edge-tts, rate -3%. Video script, timing receipts and source ledger are in the separate video-source ZIP.

Public edition: [GERO](https://www.gero.uz/research/articles/actuarialmath-whole-life-variance.html) · [Zenodo DOI](https://doi.org/10.5281/zenodo.22745282) · [YouTube](https://www.youtube.com/shorts/_IHp_bhav6o) · [LinkedIn](https://www.linkedin.com/feed/update/urn:li:ugcPost:7505183618345091072/) · [Hugging Face](https://huggingface.co/datasets/XamitK/gero-research-evidence-2026-09/blob/main/actuarialmath-whole-life-variance.md).

Maintainer report: https://github.com/terence-lim/actuarialmath/issues/3 (submitted, no acceptance claimed).