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
0Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5126466857
ORCID evidence
No valid ORCID is stored.
Observed aliases (4)
- Marcel Osmond (openalex, provider refresh)
- Marcel Osmond (openalex, source metadata)
- Osmond, Marcel (openalex, provider refresh)
- Osmond, Marcel (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Governance: 1 paper
- Org Design: 1 paper
Claim outcomes
- Governance And Regulation: 1 paper
- Ai Safety And Ethics: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex 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 |
|---|---|---|---|
| Agentic AI demands institutional governance, not just model tweaks: regulators should shift focus from internal alignment to runtime rules, verifiable data grounding, and incentive-compatible sanctioning to preserve financial-market integrity; RAG architectures enable auditable epistemic infrastructure but leave enforcement and DeFi governance gaps that require new compliance boundaries.openalex | Osmond, Marcel provider id |
2026-02-20 | 0 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 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.