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
1Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5114558663
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Hassan Samih Ayoub (openalex, provider refresh)
- Hassan Samih Ayoub (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Org Design: 1 paper
- Productivity: 1 paper
Claim outcomes
- Firm Productivity: 1 paper
- Organizational Efficiency: 1 paper
- Other: 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 |
|---|---|---|---|
| Firms that build AI-enabled dynamic capabilities report better performance largely because AI fosters a data-driven mindset that institutionalizes learning; however, too much reliance on data weakens managers' flexibility and reduces marginal gains.openalex | Hassan Samih Ayoub provider id |
2026-01-23 | 13 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 13 cumulative citations. This is a coverage summary, not an author score or h-index.