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
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2269430569
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Fabricio F Costa (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
- Org Design: 1 paper
- Productivity: 1 paper
Claim outcomes
- Other: 2 papers
- Organizational Efficiency: 1 paper
- Automation Exposure: 1 paper
- Adoption Rate: 1 paper
- Decision Quality: 1 paper
- Governance And Regulation: 1 paper
- Research Productivity: 1 paper
- Task Completion Time: 1 paper
- Firm Revenue: 1 paper
- Fiscal And Macroeconomic: 1 paper
- Output Quality: 1 paper
- Task Allocation: 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 |
|---|---|---|---|
| An audit finds frontier-AI progress data is fragmentary and source-concentrated, so fitting a date from a single score or compute trend is often unsupported; robust forecasts require explicit, versioned measurement systems with designed linking and provenance transparency.arxiv | Fabricio F Costa provider id |
2026-08-14 | 0 |
| Most enterprise AI projects fail not because models are inadequate but because organizational and architectural friction prevents production; the paper offers a six-stage 'Deployment Wall' and a reproducible 'Seam Index' to diagnose and cost those frictions so buyers can compare platforms on architecture rather than benchmarks.arxiv | Fabricio F Costa provider id |
2026-07-31 | 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.