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: 2025. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5121998598
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Abdullah Mahmood (openalex, provider refresh)
- Abdullah Mahmood (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Human Ai Collab: 1 paper
- Productivity: 1 paper
Claim outcomes
- Decision Quality: 1 paper
- Error Rate: 1 paper
- Job Displacement: 1 paper
- Organizational Efficiency: 1 paper
- Other: 1 paper
- Task Completion Time: 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 chatbots slash routine HR task times by roughly 58% and cut procedural errors in three mid-sized firms. However, they stumble on complex or emotionally sensitive issues, so chatbots should augment rather than replace human HR staff.openalex | Abdullah Mahmood provider id |
2025-12-29 | 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.