Open-weight model
reggie-chronicles-whitepaper
by JAMES A BROUSE Bigchilli1978/reggie-chronicles-whitepaper
reggie-chronicles-whitepaper is an open-weight model from JAMES A BROUSE, released under Apache License 2.0. Its published files total 116.3 KB.
This repository serves as the official research archive for the REGGIE sovereign autonomous intelligence ecosystem engineered by James Brouse (Bigchilli1978). Licensed under Apache 2.0.
Model Card
By JAMES A BROUSE, published under apache-2.0, revision 092774136e0f.
This repository serves as the official research archive for the REGGIE sovereign autonomous intelligence ecosystem engineered by James Brouse (Bigchilli1978). Licensed under Apache 2.0.
Read JAMES A BROUSE's full model card
REGGIE Sovereign Intelligence: Technical White Paper Series
Brouse Group Operations — Chilliwack, British Columbia, Canada
100% On-Premises Execution | Canadian Data Residency | Zero Cloud Dependency
Ecosystem Traction: 8,500+ Global Community Downloads
White Paper Index
This repository serves as the official research archive for the REGGIE sovereign autonomous intelligence ecosystem engineered by James Brouse (Bigchilli1978).
| Document | Title | Focus & Domain |
|---|---|---|
| Paper I | The Reggie Chronicles: Evolution of a Sovereign Cybernetic Intelligence (V1 to V6) | Complete architectural genesis from 7B to 32B, continuous nightly RLVR via Micro-GRPO, ephemeral Docker deception honeypots, and speculative decoding acceleration ($2.1\times - 2.4\times$). |
| Paper II | Autonomous IoT Liberation & Edge Sovereignty: Reclaiming Proprietary Smart Lighting and Commercial IP Video Surveillance | Empirical zero-cloud protocol archaeology, multi-radio airwave bridging (Raspberry Pi Rover), algorithmic PWM diode compensation, and REA AST reverse-engineering of the Telus / Alarm.com ADC-V723X IP surveillance camera under strict WAN quarantine. |
| Paper III | Autonomous Edge-Native Software Reverse Engineering: Training an On-Premises Language Model for Full-Stack Binary Auditing and Commercial Wireless Firmware Defense | Complete 6-pillar SRE toolchain integration (Ghidra, Radare2, Frida, Angr/Z3, Unblob, Capa), the Red-to-Blue wireless firmware hardening crucible, Step-Level Dense PRM RLVR training, Lagrangian Adaptive Compute Routing, and ThinKV CoT cache compaction. |
Ecosystem Overview
- Author: James Brouse (
Bigchilli1978) - Community Downloads: 8,521+ Total Downloads on Hugging Face (including 7,400+ downloads across
mradermacherGGUF quantizations). - Flagship Model:
Bigchilli1978/reggie-v3.6-rlvr-production-GGUF - Flagship 32B Base:
Bigchilli1978/reggie-v6-32b-GGUF
Direct Document Links
- Read Paper I: The Reggie Chronicles (V1 - V6)
- Read Paper II: Autonomous IoT Liberation & Edge Sovereignty
- Read Paper III: Autonomous Edge-Native SRE & Wireless Defense
Citation
@article{brouse2026reggie_chronicles_vol3,
author = {Brouse, James},
title = {The Reggie Chronicles: Evolution of Sovereign Cybernetic Intelligence, Autonomous IoT Liberation, and Edge-Native Software Reverse Engineering},
year = {2026},
publisher = {Hugging Face},
journal = {Brouse Group Operations Technical Reports},
howpublished = {\url{https://huggingface.co/Bigchilli1978/reggie-chronicles-whitepaper}}
}
Licensed under Apache 2.0.
Identity and Version
- Repository
- Bigchilli1978/reggie-chronicles-whitepaper
- Publisher
- JAMES A BROUSE
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 092774136e0f80cb828d5456ea36e663b33e45ea
- First published
- 2026-10-14
- Last updated
- 2026-10-16
Files and Weights
5 files, 116.3 KB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| README.md | Documentation | 3.4 KB | — |
| REGGIE_CHRONICLES_WHITE_PAPER.md | Documentation | 70.8 KB | — |
| WHITE_PAPER_AUTONOMOUS_EDGE_SRE.md | Documentation | 25.9 KB | — |
| WHITE_PAPER_AUTONOMOUS_IOT_LIBERATION.md | Documentation | 14.7 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
Released by JAMES A BROUSE through its official repository on Hugging Face. Read the license.
Questions About reggie-chronicles-whitepaper
Can I use reggie-chronicles-whitepaper commercially?
Yes. reggie-chronicles-whitepaper is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.