title: subtract.ing
summary: Variance-lab findings. Empirical measurements of local LLM reliability, governance binding, and inference economics.
url: https://subtract.ing
author: Park/Joshua (@hodorigami)
license: GPLv2
keywords: variance-lab findings empirical local-LLM inference governance measurement methodology
findings: /findings.md (TSV: slug, title, summary, keywords)


SUBTRACT(7)                  Variance Lab Findings                 SUBTRACT(7)

NAME
       subtract.ing — variance-lab findings from empirical local LLM measurement

SYNOPSIS
       curl -s https://subtract.ing/findings.md | while IFS=$'\t' read slug title summary kw; do
           echo "$slug: $title"; done

DESCRIPTION
       Findings from 135,000+ inferences across 40+ models. Each finding states
       what was tested, what was measured, and what the data showed. No theory
       without data. No data without method.

       findings.md is the manifest. TSV: slug, title, summary, keywords.
       Each finding page has visible frontmatter as first bytes on the wire.

VERIFICATION
       findings.md is not yet signed. When signed, verify with:
       ssh-keygen -Y verify -f allowed_signers -n subtract.ing -s findings.md.sig < findings.md

FINDINGS

       Findings manifest: /findings.md (TSV)

DATA
       Manifest: findings.md (TSV, one fetch)
       Raw data: github.com/03-git/variance-lab
       Substrate: jnous.com

SEE ALSO
       jnous.com (projects, runtimes, skills)
       variance-lab (raw data)

AUTHORS
       Park/Joshua (@hodorigami)

subtract.ing                     2026-05-23                     SUBTRACT(7)