David Tom Foss

AI Systems Architect | Security Researcher | 10 Years Military Leadership

About

In 18 days, I built an enterprise-grade AI risk intelligence platform comparable to BlackRock's Aladdin and Palantir's Foundry — running 100% offline on a Mac Mini. No cloud. No data leakage. No hallucinations.

The proof: Published paper (Zenodo DOI). Open source code (GitHub). 100K-sample dataset (HuggingFace). Technical validation from Bitcoin Core maintainer Pieter Wuille (SIPA).

Sovereign Stack

Causal Knowledge Engine

14-step validation (Foss Hallucination Gate) | 4,309 validated triplets

99.9% Accuracy
Model Delivery System

Qwen 2.5 (Apache 2.0) | Encrypted .sovereign format | Customer keys

Zero Egress
Executive Risk Dashboard

Aladdin-style | VaR/LEC/RAROC | Auto-generated C-suite reports

Enterprise
Data Augmentation Pipeline

50 PDFs → 50,000 samples → Fine-tuned model | SMB AI adoption

100x Multiply
100% Air-Gapped

Mac Mini M-series | MLX + LoRA | Full data sovereignty

OFFLINE

David Tom Foss

About

Links

Live Demo

Published Paper

Foss Generator

100K Dataset

Sovereign Stack