THE COLLECTIVE

Published papers

Papers and long-form writing, published here as they are finished.

📄AI Governance: what fails and what holds

A position paper arguing that common AI governance materials have measured failure records and proposing transaction-focused controls as alternatives.

28 Aug 2026

📄The Endpoint Is Being Redrawn

A research paper examining three forces reshaping personal computing: intent-based interfaces, on-device model inference, and model plurality.

28 Aug 2026

●Survey of Risks in Running Local Large Language Models

An exploratory research draft surveying security, privacy, geopolitical, and governance risks associated with running local large language models on endpoints.

28 Jul 2026

📄Comparative evaluation of PII detection methods

A comparative evaluation of pattern matching and language models for detecting personally identifiable information in documents.

28 Jul 2026

All work published here is independent and personal. It reflects my own thought and direction, and does not represent the views, positions, or work of any employer, past or present.