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
2Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2424471779
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Maciej Szkr'obka (semantic scholar, provider refresh)
- Maciej Szkróbka (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Labor Markets: 2 papers
- Productivity: 2 papers
- Inequality: 1 paper
Claim outcomes
- Inequality: 1 paper
- Fiscal And Macroeconomic: 1 paper
- Labor Share: 1 paper
- Firm Productivity: 1 paper
Papers in the Semantic Scholar view
Latest stored Semantic Scholar 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 |
|---|---|---|---|
| If AI becomes broadly transformative, ownership of compute and robots will determine who captures growth; policies that distribute capital rents—like universal basic capital or capital-tax-funded UBI—are the most promising levers to prevent extreme inequality.arxiv | Maciej Szkróbka provider id |
2026-09-13 | 0 |
| Tax AI only when it threatens cognitive jobs: a theoretical model finds governments should begin taxing AI once its capabilities make cognitive workers consider moving into manual roles, because that threshold marks the point where taxing AI improves labor allocation without unduly distorting capital and growth incentives.arxiv | Maciej Szkróbka provider id |
2026-03-18 | 2 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 2 cumulative citations. This is a coverage summary, not an author score or h-index.