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 →
2Distinct papers
11Unique collaborators
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5120081240
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Mophat Okinyi (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Inequality: 2 papers
- Labor Markets: 2 papers
- Human Ai Collab: 1 paper
- Innovation: 1 paper
Claim outcomes
- Governance And Regulation: 2 papers
- Inequality: 2 papers
- Worker Satisfaction: 1 paper
- Adoption Rate: 1 paper
- Organizational Efficiency: 1 paper
- Regulatory Compliance: 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 |
|---|---|---|---|
| The rush to create and hoard internet-scale datasets for frontier AI hides mounting environmental and social costs: storage and curation of hundreds of thousands of datasets drive rising carbon burdens, while data-labour risks and representation harms disproportionately fall on workers in the Global South.openalex | Mophat Okinyi provider id |
2026-06-23 | 0 |
| GDPR requests expose exploitative contracts for content moderators in Kenya and Nigeria, showing BPOs and their tech clients routinely deny basic labour rights; EU data-protection law can pierce corporate secrecy and strengthen accountability for offshore moderation work.openalex | Mophat Okinyi provider id |
2026-05-12 | 0 |
Citation observation summary
OpenAlex supplied counts for 2 of 2 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.