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
1Unique collaborators
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5026667721
ORCID evidence
Observed aliases (2)
- Kwan Soo Shin (openalex, provider refresh)
- Shin, Kwan Soo (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Productivity: 2 papers
- Adoption: 1 paper
- Org Design: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Organizational Efficiency: 2 papers
- Firm Productivity: 2 papers
- Governance And Regulation: 1 paper
- Skill Acquisition: 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 |
|---|---|---|---|
| AI spending often fails to boost output because nations lack the cognitive 'convergence capacity' needed to translate tools into productive work; a cross-country interaction between AI intensity and a four‑part convergence index explains far more TFP variation than AI alone.openalex | Shin, Kwan Soo provider id |
2026-06-18 | 0 |
| Korean firms saw rising overheads after the staged 52‑hour workweek, a pattern the authors interpret as the early-stage ‘overhead‑pressure’ of AI-driven time compression; firms that switch to output-based talent accounting are forecast to achieve roughly 1.5–2.0 percentage points higher TFP growth by 2032.openalex | Shin, Kwan Soo orcid |
2026-06-18 | 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.