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
6Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5129310208
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Jam Kraprayoon (openalex, provider refresh)
- Kraprayoon, Jam (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 1 paper
- Productivity: 1 paper
Claim outcomes
- Ai Safety And Ethics: 1 paper
- Governance And Regulation: 1 paper
- Adoption Rate: 1 paper
- Market Structure: 1 paper
- Fiscal And Macroeconomic: 1 paper
- Employment: 1 paper
- Firm Productivity: 1 paper
- Inequality: 1 paper
- Innovation Output: 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 |
|---|---|---|---|
| Autonomous, multi-stage cyber agents could democratize top-tier offensive operations and reshape the cyber-economy, raising strategic escalation and systemic-risk concerns; governments and industry must prioritize monitoring, defensive investment, and governance to manage widened externalities and market disruptions.openalex | Kraprayoon, Jam provider id |
2026-03-12 | 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.