Research work 1
The Progressive Erosion of Human Control in AI-Assisted Systems: Long-Term Interaction, Language, and Thresholds of Symbolic Supervision.
- long-term interaction
- cognitive delegation
- formal versus effective control
- intervention and stopability
Research work 2
Governance Erosion in Agentic AI Systems: From Authorized Use to Ungoverned Capability.
- authorization versus governed capability
- independent validation
- auditability
- revocability
- reconstructability
Status
These are independent research works. They are not presented as academic degrees or university PhD theses unless independently documented.