---
title: "Sponsorship and Support"
description: "Forensic analysis and open knowledge documentation for just3ws/dehum"
license: "CC-BY-SA-4.0"
open_knowledge_foundation: "Open Definition 2.1 Conforming"
maintainer: "Mike Hall"
project: "just3ws/dehum"
date: "2026-10-12"
---
Sponsorship & Supporting Open Forensic Craftsmanship
The Mission
The work conducted in just3ws/dehum and documented across *The Sound Above* is dedicated to:
1. Public, Unvarnished Forensic Auditing: Examining what AI models actually generate vs. what they claim to do.
2. Chicago Software Craftsmanship: Reviving the disciplines of rigorous testing, simple design, and deep domain mastery in an age of automated code generation.
3. Physical Ground Truth: Demanding that automated tools remain anchored in acoustic, mathematical, and mechanical reality.
---
Ways to Support
- GitHub Sponsors: github.com/sponsors/just3ws (or directly via github.com/just3ws)
- Connect & Collaborate: LinkedIn / Mike Hall
- Read & Cite the Companion Analysis:
- LinkedIn Pulse: Under the High-Tension Wires
- Technical & Economic Whitepaper on just3ws.com
- Master YouTube Recording & Forensic Comparison
---
Where the Support Goes
Every contribution directly funds:
- Compute and inference tokens for open-source AI forensic experiments.
- Hardware, microphones, and audio instrumentation for empirical signal testing.
- Independent, ad-free publishing of technical research and long-form case studies.