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
0Unique collaborators
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5128366524
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Shringi, Vivaan (openalex, provider refresh)
- Vivaan Shringi (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Org Design: 2 papers
- Productivity: 2 papers
- Adoption: 1 paper
- Governance: 1 paper
- Labor Markets: 1 paper
Claim outcomes
- Task Completion Time: 2 papers
- Research Productivity: 2 papers
- Automation Exposure: 2 papers
- Organizational Efficiency: 2 papers
- Adoption Rate: 1 paper
- Ai Safety And Ethics: 1 paper
- Employment: 1 paper
- Firm Productivity: 1 paper
- Output Quality: 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 |
|---|---|---|---|
| Autonomous AI agents can save small e-commerce operators hundreds of hours annually by automating routine pricing, inventory and monitoring tasks; however, real-world benefits are limited by model reliability, integration complexity and the need for structured human oversight.openalex | Shringi, Vivaan provider id |
2026-03-08 | 0 |
| Autonomous AI agents can shave hundreds of labor-hours a year from small e-commerce firms by automating pricing, inventory and monitoring tasks, but implementation frictions — governance, model reliability and tool orchestration — substantially constrain net productivity gains.openalex | Shringi, Vivaan provider id |
2026-03-08 | 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.