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
3Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2408451141
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- J. Rodriguez (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Human Ai Collab: 2 papers
- Org Design: 1 paper
- Productivity: 1 paper
Claim outcomes
- Governance And Regulation: 2 papers
- Organizational Efficiency: 1 paper
- Task Allocation: 1 paper
- Automation Exposure: 1 paper
- Decision Quality: 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 new governance protocol shows standard ROI analyses can overlook systemic risks from automation and would often automate roles that a systemic-risk-aware test recommends preserving or hybridising; a formal 'automation-debt' metric and five-gate audit produce role-level decisions that remain robust to moderate threshold changes.arxiv | J. Rodriguez provider id |
2026-07-17 | 0 |
| Text-only policy prompts let LLMs produce plausibly compliant but uninformative rationales; adding mechanical enforcement outside the model halves hollow deferrals and more than doubles rationale information, lifting task accuracy from MCC ~0.43 to 0.88.arxiv | J. Rodriguez provider id |
2026-05-14 | 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.