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
1/1Semantic Scholar citation coverage
Publication dates unavailable. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2164884770
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- K. Shree Harini (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Innovation: 1 paper
- Org Design: 1 paper
- Productivity: 1 paper
Claim outcomes
- Research Productivity: 1 paper
- Output Quality: 1 paper
- Market Structure: 1 paper
- Other: 1 paper
- Regulatory Compliance: 1 paper
- Adoption Rate: 1 paper
- Ai Safety And Ethics: 1 paper
- Firm Productivity: 1 paper
- Firm Revenue: 1 paper
- Hiring: 1 paper
- Innovation Output: 1 paper
- Organizational Efficiency: 1 paper
- Task Completion Time: 1 paper
- Team Performance: 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 |
|---|---|---|---|
| AI is speeding early-stage drug discovery—improving hit-finding, property prediction and protein modelling—but it has not yet delivered a fully AI-originated approved drug; data fragmentation, model limitations and biological uncertainty mean human-led validation and costly clinical testing still determine ultimate success.semantic_scholar | K. Shree Harini provider id |
Fetched 2026-03-18 | 2 |
Citation observation summary
Semantic Scholar supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 2 cumulative citations. This is a coverage summary, not an author score or h-index.