#FF2025 pickings:
This year has been extremely productive with regard to the AI & commons debate, as well as in view of the publication of open datasets in the public domain. My recommendations (1/3):

Paul Keller & Europeana Foundation: Publishing cultural heritage data in the age of AI, Dec 2025
https://openfuture.eu/publication/impulse-paper-publishing-cultural-heritage-data-in-the-age-of-ai/

Thomas Padilla et al: Public Interest Corpus Principles and Goals, Dec 2025
https://www.authorsalliance.org/2025/12/03/releasing-the-public-interest-corpus-principles-and-goals/

#FF2025 pickings:
This year has been extremely productive with regard to the AI & commons debate, as well as in view of the publication of open datasets in the public domain. My recommendations (1/3):

Paul Keller & Europeana Foundation: Publishing cultural heritage data in the age of AI, Dec 2025
https://openfuture.eu/publication/impulse-paper-publishing-cultural-heritage-data-in-the-age-of-ai/

Thomas Padilla et al: Public Interest Corpus Principles and Goals, Dec 2025
https://www.authorsalliance.org/2025/12/03/releasing-the-public-interest-corpus-principles-and-goals/

Now the lightning talk on datasheets & data-envelopes presented by @sclaeyssens and Antoine Isaac at #FF2025

The slides of the presentation are available at

https://zenodo.org/records/17725565

#datasheets #data-envelopes #ML #collectionsasdata

Compar:IA is a platform developed as part of the startup supported by the French Ministry of culture that allows users to try and evaluate multiple LLMs, revealing over-/under-representations, biases, environmental footprint, etc in LLMs’ responses. This tool also helps building a high-quality data sets in French and other non-English languages (including users’ prompts data). http://comparia.beta.gouv.fr #FF2025

Love the ROT acronym for public data retention #FF2025

What would be some of the concrete and *realistic* terms/features of “responsible AI” practices in your opinion (not of the pie-in-the-sky type)? I would love to hear from folks at #FF2025 if you have thoughts on this topic. Thank you!

For those who are not yet instantly exhausted when hearing the term „chatbot“ in the context of CHI institutions, you may read this very recent publication by Finola Finn (currently speaking at #FF2025)

https://philsci-archive.pitt.edu/26886/

#AI #GLAM #CHI

Now the lightning talk on datasheets & data-envelopes presented by @sclaeyssens and Antoine Isaac at #FF2025

The slides of the presentation are available at

https://zenodo.org/records/17725565

#datasheets #data-envelopes #ML #collectionsasdata

Love the ROT acronym for public data retention #FF2025

Compar:IA is a platform developed as part of the startup supported by the French Ministry of culture that allows users to try and evaluate multiple LLMs, revealing over-/under-representations, biases, environmental footprint, etc in LLMs’ responses. This tool also helps building a high-quality data sets in French and other non-English languages (including users’ prompts data). http://comparia.beta.gouv.fr #FF2025

London! I am in you! #FF2025

Online tickets are now available for the Fantastic Futures 2025 conference! #FF2025 is the annual conference of the @AI4LAM community, jam-packed with inspiration and practical lessons for AI in GLAMs. Sign up to watch all talks on Thurs and Fri Dec 4 - 5 for free! https://www.conftool.org/fantastic-futures-2025/

Online tickets are now available for the Fantastic Futures 2025 conference! #FF2025 is the annual conference of the @AI4LAM community, jam-packed with inspiration and practical lessons for AI in GLAMs. Sign up to watch all talks on Thurs and Fri Dec 4 - 5 for free! https://www.conftool.org/fantastic-futures-2025/