Frequently Asked Questions
FAQ
Concise answers to the most common questions about the current public branch, AI context, A-CSM, and release boundaries.
What is AI context?
AI context is the structured field of framing, pacing, role signals, repetition, and interpretive conditions that shape how a conversation develops over time.
What is conversational contextual risk?
It is risk that emerges through the structure and trajectory of dialogue, not only through a single isolated output.
Is user-side contextual hallucination the whole research program?
No. It is one branch phenomenon inside a broader AI context program.
What should I read first?
Start with the Articles page. Then move to Research, Papers, and A-CSM depending on whether you want the editorial layer, the architecture, the formal sources, or the executable release.
Is this work only academic?
No. The current public branch is research-led, but it is intentionally structured across articles, frameworks, methods, executable systems, and release discipline.
Is this work limited to AI research only?
No. The currently published branch focuses on AI context and user-side safety, while additional research directions remain in development and will be published over time.
Is A-CSM a medical or clinical tool?
No. A-CSM is not a medical, clinical, or diagnostic instrument.
Is A-CSM a legal certification system?
No. A-CSM is not a regulatory certification product or legal decision tool.
Has real-world validation been completed?
Not for the public evidence package. The public release remains bounded and does not claim completed real-world validation.