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
4Unique collaborators
0/1Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
21460377
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Tilottama Goswami (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Decision Quality: 1 paper
- Organizational Efficiency: 1 paper
- Output Quality: 1 paper
- Ai Safety And Ethics: 1 paper
- Governance And Regulation: 1 paper
- Other: 1 paper
- Training Effectiveness: 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 |
|---|---|---|---|
| A modular multimodal coaching system, SETU, produces explainable, persona-aware feedback for multilingual sales pitches and—on an internal 18-recording pilot—raised coach agreement (ρ=0.78) and cut coach review time by about 41%, though results are preliminary and limited to a small, internal dataset.arxiv | Tilottama Goswami provider id |
2026-08-27 | Missing, not zero |
Citation observation summary
Semantic Scholar supplied counts for 0 of 1 papers in this view; 1 are missing.