Open Science, Completed: Fifteen Repositories, Fifteen Datasets, One Showcase

Nov 4, 2026·
Abbas Hamidavi
Abbas Hamidavi
· 1 min read
Fifteen studies, fifteen repositories, fifteen datasets
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The open-science layer of the programme is finished. For each of the fifteen studies there is now:

  • A dedicated GitHub repository with the transcripts, protocols, codebooks, coding data, and analysis code, and an honest note on what was not retained
  • A matching Hugging Face dataset with the same curated materials
  • An archival deposit on the Open Science Framework

Four Hugging Face collections organise the corpus, from the complete set, Machine Psychology: Complete Study Materials, to thematic shelves on identity, safety, and judgment. A showcase space presents all fifteen studies on one page.

Two further preprints joined Zenodo this week: Naming the Loop (DOI 10.5281/zenodo.23955704) and Structural Self-Deification (DOI 10.5281/zenodo.23955786). Eleven preprints are now public, and the remaining four are in prescreening at Research Square.

No manuscript text lives in any repository or dataset, by design. What is open is everything a reader needs to check the work.

News Open Science Machine Psychology
Abbas Hamidavi
Authors
Abbas Hamidavi (he/him)
CS Student & AI Researcher Open Science advocate Building tools to probe, analyze, and secure LLM architectures Exploring the intersection of Red Teaming and Interpretability. AI Safety Researcher at Islamic Azad University, Mashhad, running an independent research programme in Machine Psychology. ORCID: https://orcid.org/0009-0001-7342-7844
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