---
title: RadicalNotion AI
emoji: 🛡️
colorFrom: red
colorTo: gray
sdk: static
pinned: true
short_description: Applied AI research for security practitioners.
license: apache-2.0
# RadicalNotion.AI
---
RadicalNotion.AI

Applied AI research for security practitioners who need full model capability without exposing sensitive data to third-party infrastructure.

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## Research Focus

**Security Ablation & Decensoring** — Removing refusal activations that block legitimate vulnerability research. Built on the foundational activation analysis work of [Philipp Emanuel Weidmann (p-e-w/heretic)](https://github.com/p-e-w/heretic).

**CVE Knowledge Distillation** — Compressing everything publicly known about a specific vulnerability into a single document that supercharges a small, privately-hosted model. Analysts add sensitive environmental context in their own infrastructure. Nothing sensitive ever reaches a frontier model.

**Real-Time Vulnerability Management** — Automated analyst reports synthesizing CVE mechanics, exploit chains, detection opportunities, and remediation guidance at the moment of investigation.

**Model Integrity Research** *(early stage)* — Investigating post-training modification as a threat surface, with focus on code assistance and agentic workflows.

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## Principles

* Open-weight models only
* Private inference by default
* Data sovereignty is non-negotiable
* Attribution always

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## ModelAtlas

Navigation and documentation for all published models → [ModelAtlas Space](https://huggingface.co/spaces/RadicalNotionAI/ModelAtlas)

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*RadicalNotion.AI Inc. · [LinkedIn](https://www.linkedin.com/in/timrohrbaugh) · RadicalNotion.AI