Research Map
Status · Published
The Research section is organized around relationships among questions, experiments, evidence, and revision. It is not a product catalogue.
Foundational relationship
Human question
→ human–LLM conversation
→ prototype or work
→ smallest available test
→ evidence
→ human review
→ revised question
Connected programs
- AI Publishing and Creative Production — Can one person use human–LLM collaboration to develop and publish complex creative work while retaining creative authority?
- Review, Verification, and Accountability — Can model-assisted review expose weak support, overreach, and uncertainty without pretending to supply independent verification?
- Learning, Choice, and Controlled Change — Can prior pressure and consequence produce a measurable, attributable change in future selection?
- Memory, Evidence, and Bounded Inference — Can connected personal evidence support responsible inference while preserving privacy, uncertainty, provenance, and human authority?
- Personal AI and Long-Term Collaboration — What kind of continuity helps a long-term human–LLM collaboration without transferring purpose or authority to the system?
- Meaning, Consciousness, and Human Creativity — What remains distinctly human when machines can produce fluent language, images, music, and performance?
How to read the map
A project may contribute to more than one question. That connection is evidence of continuity, not proof that one project validates another. Status, failures, and open questions remain attached to each record.