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
17Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2125331179
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Maty Bohacek (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Adoption: 1 paper
- Human Ai Collab: 1 paper
- Org Design: 1 paper
Claim outcomes
- Ai Safety And Ethics: 1 paper
- Adoption Rate: 1 paper
- Research Productivity: 1 paper
- Other: 1 paper
- Governance And Regulation: 1 paper
- Market Structure: 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 firms selectively showcase benchmarks to shape perceptions rather than standardize measurement: 63% of highlighted tests appear in only one builder's release and many 'general knowledge' evaluations chiefly test STEM skills while being framed as broad progress toward AGI.arxiv | Maty Bohacek provider id |
2026-05-13 | 0 |
| Beyond harm avoidance: Positive Alignment calls for AI systems that actively promote human and ecological flourishing through context-sensitive, user-authored design and polycentric governance; safety remains necessary but insufficient.openalex | Maty Bohacek provider id |
2026-05-11 | 3 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 3 cumulative citations. This is a coverage summary, not an author score or h-index.