What the Articles Track
These pieces focus on the public questions that sit around the formal research record: how AI context becomes consequential, how governance language still under-specifies user-side consequence, how youth adoption has already reached scale, and how the published branch moves toward bounded detection.
They are written to stay source-linked and public-facing at the same time. The goal is not to simplify the work into slogans. The goal is to make the current branch readable without losing its conceptual boundaries.
- AI context as the umbrella problem rather than a background detail.
- Conversational contextual risk as a distinct analytical layer.
- User-side contextual hallucination as one branch phenomenon, not the whole program.
- Post-interaction assessment and A-CSM as bounded implementation outputs.
