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:
34744525
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Keyun Ruan (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Productivity: 2 papers
- Human Ai Collab: 1 paper
- Inequality: 1 paper
- Innovation: 1 paper
- Labor Markets: 1 paper
Claim outcomes
- Consumer Welfare: 2 papers
- Governance And Regulation: 1 paper
- Ai Safety And Ethics: 1 paper
- Worker Satisfaction: 1 paper
- Automation Exposure: 1 paper
- Decision Quality: 1 paper
- Developer Productivity: 1 paper
- Employment: 1 paper
- Firm Productivity: 1 paper
- Inequality: 1 paper
- Organizational Efficiency: 1 paper
- Output Quality: 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 |
|---|---|---|---|
| As advanced AI could make productive intelligence abundant, traditional metrics—prices, wages and gross output—will misstate what matters; this paper argues for 'Flourishing Value Theory', assessing technologies by their counterfactual contribution to durable human and planetary flourishing and prescribing governance and measurement architectures to align AI adoption with societal well‑being.arxiv | Keyun Ruan provider id |
2026-08-02 | 0 |
| Scholars argue AI success should be measured by human flourishing, not capability, and introduce Flourishing Metrics and 'Return on Flourishing' to reorient AI governance and investment; the framework is formal and policy-oriented but remains conceptual and untested.arxiv | Keyun Ruan provider id |
2026-07-31 | 1 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 1 cumulative citations. This is a coverage summary, not an author score or h-index.