How To Read the Formal Record
If you are new to the work, begin with the article layer. Come here once you need the formal vocabulary, methodology, or citation record. The repository belongs after the papers, not before them.
Formal Sources
These are the formal sources behind the current public branch. They should be read together with the article layer and the research stack rather than as isolated titles.
If you are new to the work, begin with the article layer. Come here once you need the formal vocabulary, methodology, or citation record. The repository belongs after the papers, not before them.
The current public branch moves from contextual structure to the A-CSM release layer.
Framework
The contextual foundation of the branch. It defines how conversation can be read as a structured field rather than a flat prompt-response exchange.
Framework
The contextual operation layer. It extends structure into offense, defense, and coherence under interactional pressure.
Branch Phenomenon
A non-clinical analytical construct describing user-side contextual hallucination as one branch phenomenon inside the wider AI context problem.
Method
The post-interaction assessment layer. It proposes a four-axis method for making user-side interaction consequence more legible.