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  short_description: Open editorial infrastructure for independent researchers
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  ---
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- # Institute for Complexity Science and Advanced Computing
 
 
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- An independent research institute in Fort Wayne, Indiana. We build and operate open editorial infrastructure for independent and heterodox researchers β€” work the traditional peer-review system filters out before reading.
 
 
 
 
 
 
 
 
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- > Independent and heterodox researchers have legitimate cause to be skeptical of black-box editorial AI. The reasonable response is not to hide the system behind a "trust us." The reasonable response is to publish it.
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- ## What we do
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- - Run an open peer-review pipeline β€” 5-reviewer AI panel + Review-Quality-Control audit + human curator sign-off β€” with the redacted review record published alongside every accepted paper.
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- - Publish *Persistence*, an annual journal in print and ebook. No APCs, authors retain copyright. First issue: May 2027.
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- - Open-source the editorial machinery so anyone can audit it, fork it, or run it themselves.
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- ## What lives on Hugging Face
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- - **[`editorial-system`](https://huggingface.co/spaces/ICSAC-Institute/editorial-system)** β€” the open-source AI editorial pipeline that receives, reviews, and adjudicates every submission to ICSAC and to *Persistence*. Submission handler, rubrics, prompts, citation checks, redaction layer, and the audit pass that scores the panel itself. Mirror of [`github.com/ICSAC/editorial-system`](https://github.com/ICSAC/editorial-system).
 
 
 
 
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- One defensive exception: the prompt-injection signal in the RQC audit is not published, to avoid teaching adversarial submissions what to evade. Everything else is in the open.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Where the rest lives
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- - **[icsacinstitute.org](https://icsacinstitute.org)** β€” institute site
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- - **[/journal](https://icsacinstitute.org/journal)** β€” *Persistence*
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- - **[/publications](https://icsacinstitute.org/publications)** β€” accepted papers with full review records
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- - **[/submit](https://icsacinstitute.org/submit)** β€” ORCID-gated, DOI or PDF, 5–10 day turnaround
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- - **[/verify](https://icsacinstitute.org/verify)** β€” check an ICSAC member ID
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- - **[Zenodo community](https://zenodo.org/communities/icsac)** β€” DOI-minted deposits
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- - **[github.com/ICSAC](https://github.com/ICSAC)** β€” source mirrors
 
 
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- ## Support this work
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- ICSAC runs on bootstrap funding from [3Rivers WebTech](https://3riverswebtech.com) and private donors. If you want to help keep rigorous peer review accessible to researchers without institutional cover:
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- **[manifund.org/projects/icsac-ai-assisted-peer-review-for-independent-researchers](https://manifund.org/projects/icsac-ai-assisted-peer-review-for-independent-researchers)**
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- ## Contact
 
 
 
 
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- [info@icsacinstitute.org](mailto:info@icsacinstitute.org)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- The review is the same for everyone.
 
 
 
 
 
 
 
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  short_description: Open editorial infrastructure for independent researchers
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  ---
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+ <p align="center">
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+ <img src="https://huggingface.co/spaces/ICSAC-Institute/README/resolve/main/banner.svg" alt="ICSAC β€” Institute for Complexity Science and Advanced Computing" width="100%" />
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+ </p>
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+ <p align="center">
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+ <a href="https://icsacinstitute.org"><img src="https://img.shields.io/badge/site-icsacinstitute.org-2b3a67?style=flat-square" alt="Site"/></a>
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+ <a href="https://icsacinstitute.org/journal"><img src="https://img.shields.io/badge/journal-Persistence-7a5c2e?style=flat-square" alt="Persistence"/></a>
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+ <a href="https://icsacinstitute.org/submit"><img src="https://img.shields.io/badge/submit-ORCID%20gated-0a66c2?style=flat-square" alt="Submit"/></a>
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+ <a href="https://zenodo.org/communities/icsac"><img src="https://img.shields.io/badge/DOIs-Zenodo-1682d4?style=flat-square" alt="Zenodo"/></a>
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+ <a href="https://github.com/ICSAC"><img src="https://img.shields.io/badge/source-github.com%2FICSAC-181717?style=flat-square&logo=github" alt="GitHub"/></a>
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+ <img src="https://img.shields.io/badge/license-MIT-2b3a67?style=flat-square" alt="MIT"/>
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+ <img src="https://img.shields.io/badge/Fort%20Wayne-IN-555?style=flat-square" alt="Fort Wayne, IN"/>
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+ </p>
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+ <br/>
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+ > **Independent and heterodox researchers have legitimate cause to be skeptical of black-box editorial AI. The reasonable response is not to hide the system behind a "trust us." The reasonable response is to publish it.**
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+ <br/>
 
 
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+ ## What ICSAC does
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+ | | |
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+ |:--|:--|
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+ | **πŸœ‚ Open peer review** | A 5-reviewer AI panel plus a Review-Quality-Control audit plus a human curator who confirms, modifies, or overrides every recommendation. The redacted review record is published alongside the accepted paper. |
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+ | **🜁 *Persistence*** | Annual journal β€” print paperback, ebook, and free curation records online. No APCs. Authors retain copyright. First issue **May 2027**. |
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+ | **πŸœƒ Open machinery** | Prompts, rubrics, scoring code, citation verification, redaction layer, RQC audit β€” published. Fork it, audit it, run it yourself. |
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+ <br/>
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+
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+ ## On Hugging Face
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+
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+ <table>
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+ <tr>
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+ <td width="180" align="center" valign="top">
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+ <a href="https://huggingface.co/spaces/ICSAC-Institute/editorial-system">
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+ <img src="https://img.shields.io/badge/Space-editorial--system-yellow?style=for-the-badge&logo=huggingface" alt="editorial-system"/>
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+ </a>
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+ <br/><sub>static Β· MIT</sub>
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+ </td>
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+ <td valign="top">
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+
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+ **The open-source AI editorial pipeline.** Receives, reviews, and adjudicates every submission to ICSAC and to *Persistence*. Submission handler, rubrics, prompts, citation checks, redaction layer, and the audit pass that scores the panel itself.
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+
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+ <sub>One defensive exception: the prompt-injection signal in the RQC audit is withheld, to avoid teaching adversarial submissions what to evade. Everything else is in the open.</sub>
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+
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+ </td>
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+ </tr>
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+ </table>
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+
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+ <br/>
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  ## Where the rest lives
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+ | | | |
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+ |:--|:--|:--|
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+ | 🌐 | **Institute site** | [icsacinstitute.org](https://icsacinstitute.org) |
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+ | πŸ“– | **Journal β€” *Persistence*** | [icsacinstitute.org/journal](https://icsacinstitute.org/journal) |
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+ | πŸ“„ | **Accepted papers + review records** | [icsacinstitute.org/publications](https://icsacinstitute.org/publications) |
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+ | βœ‰ | **Submit a manuscript** (ORCID-gated, 5–10 day turnaround) | [icsacinstitute.org/submit](https://icsacinstitute.org/submit) |
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+ | πŸͺͺ | **Verify a member ID** | [icsacinstitute.org/verify](https://icsacinstitute.org/verify) |
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+ | πŸ§ͺ | **Zenodo deposits** | [zenodo.org/communities/icsac](https://zenodo.org/communities/icsac) |
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+ | πŸ›  | **Source mirrors** | [github.com/ICSAC](https://github.com/ICSAC) |
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+ <br/>
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+ ## Submit from anywhere
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+ Independent researcher. Graduate student. Lab without an open-access budget. The review is the same for everyone β€” no fast-track for friends, no slow-walk for outsiders. The panel reads the manuscript, not the affiliation.
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+ <p align="left">
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+ <a href="https://icsacinstitute.org/submit">
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+ <img src="https://img.shields.io/badge/β†’%20Submit%20a%20paper-icsacinstitute.org%2Fsubmit-2b3a67?style=for-the-badge" alt="Submit"/>
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+ </a>
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+ </p>
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+ <br/>
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+
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+ ## Support the work
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+
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+ ICSAC runs on bootstrap funding from [**3Rivers WebTech**](https://3riverswebtech.com) and private donors. Keep rigorous peer review accessible to researchers without institutional cover:
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+
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+ <p align="left">
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+ <a href="https://manifund.org/projects/icsac-ai-assisted-peer-review-for-independent-researchers">
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+ <img src="https://img.shields.io/badge/Back%20us%20on%20Manifund-f97316?style=for-the-badge" alt="Manifund"/>
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+ </a>
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+ </p>
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+
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+ <br/>
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+
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+ ---
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+ <p align="center">
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+ <sub>
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+ <a href="mailto:info@icsacinstitute.org">info@icsacinstitute.org</a>
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+ &nbsp;Β·&nbsp; Fort Wayne, IN
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+ &nbsp;Β·&nbsp; Founded 2026
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+ </sub>
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+ </p>
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