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
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5133154078 - Openalex:
A5136955033
ORCID evidence
Observed aliases (2)
- Kazunori Ohumi (openalex, provider refresh)
- Ohumi, Kazunori (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Org Design: 2 papers
- Governance: 1 paper
- Productivity: 1 paper
Claim outcomes
- Organizational Efficiency: 2 papers
- Governance And Regulation: 1 paper
- Other: 1 paper
- Skill Obsolescence: 1 paper
- Ai Safety And Ethics: 1 paper
- Firm Productivity: 1 paper
- Skill Acquisition: 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 |
|---|---|---|---|
| AI is dissolving the value of hoarded, crystallized expertise and making lasting worth depend on an organization's ability to return knowledge and institutions to renewed generative and relational use; institutions that circulate capabilities rather than reproduce closed structures will better preserve future possibility.openalex | Ohumi, Kazunori orcid |
2026-07-18 | 0 |
| AI can make organizations more brittle: by accelerating structural crystallization, AI-driven optimization risks eroding the relational adaptability that enabled many firms to survive the pandemic; organizations should design for temporary structures and protecting generative renewal rather than maximising static efficiency.openalex | Ohumi, Kazunori orcid |
2026-05-25 | 0 |
Citation observation summary
OpenAlex 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.