Optimist Deep Research: An Iterative, State-Centric Agent for Autonomous Literature Research
Optimist Deep Research is an open-source iterative agent that audits literature search through a mutable evidence state.
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Organization
Semantic Scholar
- Mentions · 7d0
- Mentions · 30d1
- All mentions2
- First seenAug 27, 2026
- Last mentioned16d ago
Timeline
2 articles · newest firstThe AI ‘Ghosts’ Contaminating Academic Publishing
Samsung and University of Warsaw researchers find LLMs repeatedly generate the same fake author names, contaminating academic records with 1,655 ghost-authored DOIs.
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Appears with
- ResearchGateorganization · 1
- University of Warsaworganization · 1
- Claude Sonnet 4ai model · 1
- OpenAlexorganization · 1
- Samsungvendor · 1
- arXivorganization · 1
- Google Scholarorganization · 1
- Optimist Deep Researchai model · 1
- Geminiai model · 1
- Zenodoproduct · 1
- Crossreforganization · 1
- PubMedorganization · 1
- CERNorganization · 1
- ChatGPTai model · 1
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.