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
4Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5116615554
ORCID evidence
Observed aliases (2)
- Ujang Badru Jaman (openalex, provider refresh)
- Ujang Badru Jaman (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Governance: 1 paper
- Innovation: 1 paper
Claim outcomes
- Governance And Regulation: 1 paper
- Market Structure: 1 paper
- Ai Safety And Ethics: 1 paper
- Innovation Output: 1 paper
- Organizational Efficiency: 1 paper
- Research Productivity: 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 |
|---|---|---|---|
| Tying exclusive IP rights to stewardship duties could unlock data access and reduce coordination failures in AI development, but must be carefully designed to preserve R&D incentives and avoid reinforcing incumbent power. The proposed Stewardship + Knowledge Commons model offers concrete institutional tools (licensing norms, accountability mechanisms, sector rules) to operationalize that trade-off.openalex | Ujang Badru Jaman provider id |
2026-09-12 | 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.