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:
147024131
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Jackie Baek (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Governance: 1 paper
- Human Ai Collab: 1 paper
- Innovation: 1 paper
- Productivity: 1 paper
Claim outcomes
- Other: 2 papers
- Firm Productivity: 1 paper
- Market Structure: 1 paper
- Organizational Efficiency: 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 |
|---|---|---|---|
| Frontier LLMs can already write competitive operations-research algorithms: with one untuned prompt and modest sandboxed compute, the top model matches or beats the best-known methods on most benchmark instances — though results are limited to well-specified problems and may partly reflect the models' training data.arxiv | Jackie Baek provider id |
2026-08-27 | 0 |
| Simple pricing algorithms that ignore rivals can drive persistent supra-competitive pricing — and under symmetric exploration can reach monopoly levels. Calibrated simulations show these collusive-like outcomes arise robustly even with finite horizons and product heterogeneity.arxiv | Jackie Baek provider id |
2026-05-15 | 0 |
Citation observation summary
Semantic Scholar 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.