Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
1Distinct papers
0Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5148615923
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Taylor Collins (openalex, provider refresh)
- Taylor Collins (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Governance: 1 paper
- Human Ai Collab: 1 paper
Claim outcomes
- Skill Acquisition: 1 paper
- Skill Obsolescence: 1 paper
- Automation Exposure: 1 paper
- Market Structure: 1 paper
- Organizational Efficiency: 1 paper
- Task Allocation: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| Rational choices to rely on powerful AI can lock societies into comfortable but irreversible dependence: a formal model finds 'Submit' is a dominant strategy and universal adoption the unique Nash equilibrium, concentrating cognitive power in AI providers despite collective preferences for autonomy.openalex | Taylor Collins provider id |
2026-08-29 | 0 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.