#gaidet — Public Fediverse posts

Sharing my talk “Transparency, Delegation, and Responsibility: How Universities Can Regulate the Use of Generative AI” https://doi.org/10.5281/zenodo.18934518

#GenerativeAI #ResearchIntegrity #GAIDeT #AcademicPublishing #OpenScience

GAIDeT Declaration Generator for #LaTeX 🔥 A simple and convenient tool for transparent disclosure of #GenAI use in scholarly texts: #GAIDeT → LaTeX → ready for submission.

This is exactly how responsible #AI should work 👉 https://aidisclose.org/

#ResearchIntegrity #AIinResearch #Publishing #ResponsibleAI

For ten years, #CRediT 🎂 has offered 14 standardized contributor roles that make authorship transparent: https://www.nature.com/articles/d41586-025-03860-5

But there is a clear gap: CRediT has no place for #AI tools. So how should we properly disclose the use of ChatGPT & Co in research? One answer is #GAIDeT - Generative AI Delegation Taxonomy https://w3id.org/gaidet

#ResearchIntegrity #Responsible #OpenScience #Infrastructure #AIinResearch #Metadata #ResearchAssessment #AIinScience #AIethics

Glad to share my lecture “Transparent Disclosure of AI Contributions as a Foundation of Reproducible Research” delivered at the school “Peer Review in the Era of Open and Reproducible Science.”

📊 Presentation: https://doi.org/10.5281/zenodo.17588426

📄 GAIDeT taxonomy article: https://doi.org/10.1080/08989621.2025.2544331

#GAIDeT #OpenScience #AIethics #Reproducibility #PeerReview #ResearchIntegrity #Open4UA #UARN #ArtificialIntelligence

AI is already part of research & education — but who sets the rules? 🤖
Together with @serhii we explain why transparency matters more than punishment.
📖 Article: zn.ua/ukr/TECHNOLOGIES/khto-maje-vstanoviti-pravila-vikoristannja-shi-v-nautsi-ta-osviti.html
⚙️ Solution: GAIDeT, the Generative AI Delegation Taxonomy → doi.org/10.1080/08989621.2025.2544331
#AIethics #GAIDeT #OpenScience #AcademicIntegrity #ResponsibleAI

My talk 🎤 “Acceleration or Substitution? Generative AI and the Future of Research Integrity” explored how GenAI is reshaping research.

👉 https://www.researchgate.net/publication/396150405_Acceleration_or_Substitution_Generative_AI_and_the_Future_of_Research_Integrity

I emphasized the need for transparency: AI use should be disclosed, just like funding or conflicts of interest. For this, we developed #GAIDeT and the GAIDeT Declaration Generator https://w3id.org/gaidet/

#GenAI #researchintegrity #publishing #transparency #ethics

✨ New on The Scholarly Kitchen!
My interview with Frances Pinter on #GAIDeT – the Generative AI Delegation Taxonomy.
Why this matters:
🔹 AI detectors don’t work
🔹 GAIDeT reduces stigma & fear
🔹 Task-based disclosure > useless prompt dumps
🔗 Read: https://scholarlykitchen.sspnet.org/2025/09/30/guest-post-taxonomy-of-delegation-how-gaidet-reframes-ai-transparency-in-science-an-interview-with-yana-suchikova/
🔗 Try GAIDeT: https://doi.org/10.1080/08989621.2025.2544331
#OpenScience #AIinResearch #AcademicPublishing #UkraineScience

Major publishers (SN, CUP, Elsevier, Wiley, T&F, ACS, IEEE, BMJ), via the STM Association, published an AI classification for manuscripts: https://scholarlykitchen.sspnet.org/2025/09/23/guest-post-classifying-ai-use-in-manuscript-preparation-a-recommendation/
In The Scholarly Kitchen they also mentioned GAIDeT among transparency initiatives: https://doi.org/10.1080/08989621.2025.2544331
#GAIDeT #AIinResearch #OpenScience #AcademicPublishing

Berdyansk State Pedagogical University has adopted AI policies in research & education:
📄 Research: https://doi.org/10.5281/zenodo.17184208
📄 Education: https://doi.org/10.5281/zenodo.17184314
We reject unreliable AI detectors 🚫 and instead promote transparent disclosure (GAIDeT) ✅ https://doi.org/10.1080/08989621.2025.2544331

#AI #GAIDeT #OpenScience #HigherEducation #AIpolicy

This year’s #UQAF gathered ~1000 participants.
I spoke on GAIDeT – Generative AI Delegation Taxonomy as a tool for transparency & academic integrity in HE.
Why bans & detectors don’t work, and how GAIDeT helps separate human vs AI contributions.

🔗 https://doi.org/10.1080/08989621.2025.2544331

#HigherEducation #AIethics #AcademicIntegrity #GAIDeT

This year’s #UQAF gathered ~1000 participants.
I spoke on GAIDeT – Generative AI Delegation Taxonomy as a tool for transparency & academic integrity in HE.
Why bans & detectors don’t work, and how GAIDeT helps separate human vs AI contributions.

🔗 https://doi.org/10.1080/08989621.2025.2544331

#HigherEducation #AIethics #AcademicIntegrity #GAIDeT

This year’s #UQAF gathered ~1000 participants.
I spoke on GAIDeT – Generative AI Delegation Taxonomy as a tool for transparency & academic integrity in HE.
Why bans & detectors don’t work, and how GAIDeT helps separate human vs AI contributions.

🔗 https://doi.org/10.1080/08989621.2025.2544331

#HigherEducation #AIethics #AcademicIntegrity #GAIDeT

This year’s #UQAF gathered ~1000 participants.
I spoke on GAIDeT – Generative AI Delegation Taxonomy as a tool for transparency & academic integrity in HE.
Why bans & detectors don’t work, and how GAIDeT helps separate human vs AI contributions.

🔗 https://doi.org/10.1080/08989621.2025.2544331

#HigherEducation #AIethics #AcademicIntegrity #GAIDeT

This year’s #UQAF gathered ~1000 participants.
I spoke on GAIDeT – Generative AI Delegation Taxonomy as a tool for transparency & academic integrity in HE.
Why bans & detectors don’t work, and how GAIDeT helps separate human vs AI contributions.

🔗 https://doi.org/10.1080/08989621.2025.2544331

#HigherEducation #AIethics #AcademicIntegrity #GAIDeT

📰 Science reports: 4 times more researchers use AI than admit it.
The reason? Fear and confusion over disclosure rules: http://doi.org/10.1126/science.z87syeh
🔓 The #GAIDeT taxonomy removes that barrier — enabling honest, simple AI contribution disclosure without stigma: https://doi.org/10.1080/08989621.2025.2544331
#OpenScience #AIethics #AcademicIntegrity

And to make things even easier: meet the GAIDeT #Crossref Assertion Helper ⚡Generate Crossmark assertions for AI-use in seconds - copy, paste, deposit.

🇬🇧 https://panbibliotekar.github.io/gaidet-declaration/gaidet-crossref-helper.html

Also read our 📄: https://doi.org/10.1080/08989621.2025.2544331

#AI #GenAI #EthicalAI #GAIDeT #OpenScience #LLM #metadata #Science #scholcomm

GAIDeT has grown beyond a simple disclosure format - it now exists as a formal RDF/OWL ontology. This makes AI-use declarations machine-readable and ready for integration into @crossref metadata.

To help editors, repositories & librarians: we’ve published a full instruction with #XML snippets & Web Deposit Form examples:

👉 https://doi.org/10.5281/zenodo.17101228

#AI #GenAI #EthicalAI #Transparency #GAIDeT #OpenScience #LLM #metadata

Our piece in Research Professional News (Clarivate):
https://www.researchprofessionalnews.com/rr-news-europe-views-of-europe-2025-9-beyond-we-used-chatgpt-a-new-way-to-declare-ai-in-research/

GAIDeT offers a structured way to disclose AI in research — moving transparency into the mainstream.

👉 More details: https://doi.org/10.1080/08989621.2025.2544331

#GAIDeT #ResponsibleAI #OpenScience #AcademicPublishing

Big milestone for #GAIDeT (Generative AI Delegation Taxonomy) 🚀 We now have a permanent identifier at https://w3id.org/gaidet/, a full OWL #ontology with bilingual labels, and stable URIs for all tasks.

This makes GAIDeT not just a practical tool for #AI disclosures, but also a machine-readable standard ready for integration with scholarly infrastructures.

Huge thanks to @cthoyt for his invaluable help in turning GAIDeT into an ontology! 🙏

#OpenScience #ScholComm #ResearchIntegrity

Sincere thanks to Tim Winkler 🙏 In his editorial note to my FutureCampus piece https://futurecampus.com.au/2025/09/01/research-integrity-demands-an-ai-taxonomy/ , Tim Winkler not only highlighted GAIDeT (https://doi.org/10.1080/08989621.2025.2544331) but also drew attention to the realities in which Ukrainian universities work today.

#UniversitiesWithoutWalls #Ukraine #HigherEd #GAIDeT #AI #OpenScience

🚨 New piece on FutureCampus: Research integrity demands an AI taxonomy, and how GAIDeT (https://doi.org/10.1080/08989621.2025.2544331) gives universities a clear, simple way to disclose AI use.
👉 https://futurecampus.com.au/2025/09/01/research-integrity-demands-an-ai-taxonomy/#AI
#AI #OpenScience #GAIDeT #AIethics

The question is no longer if #AI use in research should be declared, but how to do it transparently and responsibly. #GAIDeT sets clear rules: disclose at which stage and in what role AI was used. No more vague “we used #ChatGPT" statements, but concrete, accountable reporting that builds trust across the scientific community.

💡 https://www.leidenmadtrics.nl/articles/gaidet-a-practical-taxonomy-for-declaring-ai-use-in-research-and-publishing

With @leidenmadtrics putting GAIDeT on the global agenda, transparent AI disclosure is becoming a new standard for science.

🚀 GAIDeT — the first taxonomy for disclosing generative AI use across all research stages, from idea to manuscript submission.
🔗 https://doi.org/10.1080/08989621.2025.2544331

Free tool 👇
🔗https://panbibliotekar.github.io/gaidet-declaration/

#GAIDeT #GenerativeAI #AIethics #OpenScience