https://github.com/davidosipov/david-osipov-ai-assisted-meta-research-repository
AI-assisted meta-research repository by David Osipov. Synthesizing scientific literature on environmental health, AI ethics, cybersecurity, and more, with human validation. Licensed under CC-BY-4.0. Uses SPDX and automated SBOM
https://github.com/davidosipov/david-osipov-ai-assisted-meta-research-repository
ai-ethics cc-by-4 literature-review meta-research open-knowledge sbom science-communication spdx
Last synced: 5 days ago
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AI-assisted meta-research repository by David Osipov. Synthesizing scientific literature on environmental health, AI ethics, cybersecurity, and more, with human validation. Licensed under CC-BY-4.0. Uses SPDX and automated SBOM
- Host: GitHub
- URL: https://github.com/davidosipov/david-osipov-ai-assisted-meta-research-repository
- Owner: DavidOsipov
- License: other
- Created: 2025-04-16T07:03:18.000Z (about 1 month ago)
- Default Branch: main
- Last Pushed: 2025-05-06T13:06:01.000Z (15 days ago)
- Last Synced: 2025-05-06T14:29:26.275Z (15 days ago)
- Topics: ai-ethics, cc-by-4, literature-review, meta-research, open-knowledge, sbom, science-communication, spdx
- Homepage:
- Size: 103 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# David Osipov's AI-Assisted Meta-Research Repository
👋 Welcome! I'm David Osipov, a Product Manager with a passion for cybersecurity, AI, and open knowledge. This repository hosts meta-research projects – critical reviews and syntheses of scientific literature on various topics, often created through a collaboration between human expertise and artificial intelligence.
## About This Repository
The goal here is to explore complex topics by leveraging AI for initial information gathering and synthesis, followed by rigorous human review, validation, structuring, and critical analysis by me. You'll find synthesized research papers, literature reviews, and analyses on subjects primarily within environmental health, toxicology, cybersecurity, AI ethics, and potentially other areas I delve into.
This repository utilizes [SPDX](https://spdx.dev/) identifiers for precise file-level licensing and copyright information. Additionally, a Software Bill of Materials (SBOM) in SPDX format (`sbom.spdx.json`) is automatically generated and updated via GitHub Actions to provide transparency about the repository's components and structure.
## Methodology & Disclaimer
The research papers here are generated using a combination of state-of-the-art AI models (like Gemini, Claude, Grok, etc.) for initial drafting and literature searching, followed by my own critical assessment, fact-checking (using tools like Google Scholar and direct source review where possible), synthesis, editing, and formatting.
**Disclaimer:** While significant effort is made to ensure the accuracy, coherence, and proper citation of the information presented, these papers represent a synthesis based on AI-retrieved and human-curated sources. They are intended for informational and educational purposes. Always consult the primary source materials and conduct independent verification for critical applications or decisions. The AI components may occasionally introduce errors or misinterpretations despite the review process.
## Licensing and Attribution
All original content (the synthesized research papers and analyses) in this repository is licensed under the **Creative Commons Attribution 4.0 International License (CC BY 4.0)**.
You can find the full license text in the [LICENSE](LICENSE) file.
[](https://creativecommons.org/licenses/by/4.0/)
**What this means:** You are free to:
* **Share:** Copy and redistribute the material in any medium or format.
* **Adapt:** Remix, transform, and build upon the material for any purpose, even commercially.
**Under the following terms:**
* **Attribution:** You **must** give appropriate credit in the following manner whenever you use, share, or adapt the material:
* Clearly identify **David Osipov** as the author/synthesizer.
* Include my **ORCID:** `0009-0005-2713-9242`
* Include my **ISNI:** `0000 0005 1802 960X`
* Provide a link back to the original material in this repository.
* Indicate if changes were made.
* Provide a link to the license (CC BY 4.0).
*Example Citation/Attribution:*
> Synthesized research on [Topic] by David Osipov © [Year] (ORCID: 0009-0005-2713-9242, ISNI: 0000 0005 1802 960X), retrieved from [Link to specific file/repo], licensed under CC BY 4.0. [Indicate if changes were made]
Fulfilling these attribution requirements is essential for compliance with the CC BY 4.0 license.
* **SPDX:** Individual research files should contain the `SPDX-License-Identifier: CC-BY-4.0` line.
## How to Use This Content
Feel free to read, cite, share, and build upon the research presented here, provided you follow the attribution requirements outlined above. These syntheses can be useful starting points for understanding complex topics, but should not replace reading primary literature for in-depth study.
## Contribution
Currently, this repository primarily hosts my own work. However, if you spot errors, have suggestions for topics, or want to discuss the methodology, please feel free to open an Issue in the repository.
## Contact
You can find more about me and my other projects here:
* **GitHub Profile:** [github.com/DavidOsipov](https://github.com/DavidOsipov)
* **LinkedIn:** [linkedin.com/in/david-osipov](https://linkedin.com/in/david-osipov)
* **Website:** [david-osipov.vision](https://david-osipov.vision)
* **Keyoxide Verification:** [keyoxide.org/wkd/[email protected]](https://keyoxide.org/wkd/[email protected])
Thanks for visiting!