{ "access": { "embargo": { "active": false, "reason": null }, "files": "public", "record": "public", "status": "open" }, "created": "2026-04-21T14:15:36.632852+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "files": { "count": 2, "enabled": true, "entries": { "FDZ-Mannheim_Research-Skills_Openness-AI.pdf": { "access": { "hidden": false }, "checksum": "md5:0dc5c20b3066811c806d091c6e4dcaca", "ext": "pdf", "id": "c2e3f924-6899-44f7-bdab-3df5dc912a1f", "key": "FDZ-Mannheim_Research-Skills_Openness-AI.pdf", "links": { "content": "https://zenodo.org/api/records/19681586/files/FDZ-Mannheim_Research-Skills_Openness-AI.pdf/content", "iiif_api": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/full/full/0/default.png", "iiif_base": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf", "iiif_canvas": "https://zenodo.org/api/iiif/record:19681586/canvas/FDZ-Mannheim_Research-Skills_Openness-AI.pdf", "iiif_info": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/info.json", "self": "https://zenodo.org/api/records/19681586/files/FDZ-Mannheim_Research-Skills_Openness-AI.pdf" }, "metadata": { "height": 540, "width": 960 }, "mimetype": "application/pdf", "size": 1248687, "storage_class": "L" }, "FDZ-Mannheim_Research-Skills_Openness-AI.pptx": { "access": { "hidden": false }, "checksum": "md5:e79d13cef4481d3b74167e7eb2bd7542", "ext": "pptx", "id": "8f06ae7e-df16-4c32-906b-737bf35e92a9", "key": "FDZ-Mannheim_Research-Skills_Openness-AI.pptx", "links": { "content": "https://zenodo.org/api/records/19681586/files/FDZ-Mannheim_Research-Skills_Openness-AI.pptx/content", "self": "https://zenodo.org/api/records/19681586/files/FDZ-Mannheim_Research-Skills_Openness-AI.pptx" }, "metadata": {}, "mimetype": "application/octet-stream", "size": 2538686, "storage_class": "L" } }, "order": [], "total_bytes": 3787373 }, "id": "19681586", "is_draft": false, "is_published": true, "links": { "access": "https://zenodo.org/api/records/19681586/access", "access_grants": "https://zenodo.org/api/records/19681586/access/grants", "access_links": "https://zenodo.org/api/records/19681586/access/links", "access_request": "https://zenodo.org/api/records/19681586/access/request", "access_users": "https://zenodo.org/api/records/19681586/access/users", "archive": "https://zenodo.org/api/records/19681586/files-archive", "archive_media": "https://zenodo.org/api/records/19681586/media-files-archive", "communities": "https://zenodo.org/api/records/19681586/communities", "communities-suggestions": "https://zenodo.org/api/records/19681586/communities-suggestions", "doi": "https://doi.org/10.5281/zenodo.19681586", "draft": "https://zenodo.org/api/records/19681586/draft", "file_modification": "https://zenodo.org/api/records/19681586/file-modification", "files": "https://zenodo.org/api/records/19681586/files", "latest": "https://zenodo.org/api/records/19681586/versions/latest", "latest_html": "https://zenodo.org/records/19681586/latest", "media_files": "https://zenodo.org/api/records/19681586/media-files", "parent": "https://zenodo.org/api/records/19681585", "parent_doi": "https://doi.org/10.5281/zenodo.19681585", "parent_doi_html": "https://zenodo.org/doi/10.5281/zenodo.19681585", "parent_html": "https://zenodo.org/records/19681585", "preview_html": "https://zenodo.org/records/19681586?preview=1", "quota_increase": "https://zenodo.org/api/records/19681586/quota-increase", "request_deletion": "https://zenodo.org/api/records/19681586/request-deletion", "requests": "https://zenodo.org/api/records/19681586/requests", "reserve_doi": "https://zenodo.org/api/records/19681586/draft/pids/doi", "self": "https://zenodo.org/api/records/19681586", "self_doi": "https://doi.org/10.5281/zenodo.19681586", "self_doi_html": "https://zenodo.org/doi/10.5281/zenodo.19681586", "self_html": "https://zenodo.org/records/19681586", "self_iiif_manifest": "https://zenodo.org/api/iiif/record:19681586/manifest", "self_iiif_sequence": "https://zenodo.org/api/iiif/record:19681586/sequence/default", "thumbnails": { "10": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/full/%5E10,/0/default.jpg", "100": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/full/%5E100,/0/default.jpg", "1200": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/full/%5E1200,/0/default.jpg", "250": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/full/%5E250,/0/default.jpg", "50": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/full/%5E50,/0/default.jpg", "750": "https://zenodo.org/api/iiif/record:19681586:FDZ-Mannheim_Research-Skills_Openness-AI.pdf/full/%5E750,/0/default.jpg" }, "versions": "https://zenodo.org/api/records/19681586/versions" }, "media_files": { "count": 1, "enabled": true, "entries": { "FDZ-Mannheim_Research-Skills_Openness-AI.pdf.ptif": { "access": { "hidden": true }, "ext": "ptif", "id": "79e39a1e-4072-4153-b843-250909e97baf", "key": "FDZ-Mannheim_Research-Skills_Openness-AI.pdf.ptif", "links": { "content": "https://zenodo.org/api/records/19681586/files/FDZ-Mannheim_Research-Skills_Openness-AI.pdf.ptif/content", "self": "https://zenodo.org/api/records/19681586/files/FDZ-Mannheim_Research-Skills_Openness-AI.pdf.ptif" }, "metadata": null, "mimetype": "application/octet-stream", "processor": { "source_file_id": "c2e3f924-6899-44f7-bdab-3df5dc912a1f", "status": "finished", "type": "image-tiles" }, "size": 0, "storage_class": "L" } }, "order": [], "total_bytes": 0 }, "metadata": { "creators": [ { "affiliations": [ { "id": "031bsb921", "identifiers": [ { "identifier": "031bsb921", "scheme": "ror" }, { "identifier": "grid.5601.2", "scheme": "grid" }, { "identifier": "0000 0001 0943 599X", "scheme": "isni" } ], "name": "University of Mannheim" } ], "person_or_org": { "family_name": "Kolb", "given_name": "Ellis", "identifiers": [ { "identifier": "0009-0009-0823-3304", "scheme": "orcid" } ], "name": "Kolb, Ellis", "type": "personal" } }, { "affiliations": [ { "id": "031bsb921", "identifiers": [ { "identifier": "031bsb921", "scheme": "ror" }, { "identifier": "grid.5601.2", "scheme": "grid" }, { "identifier": "0000 0001 0943 599X", "scheme": "isni" } ], "name": "University of Mannheim" } ], "person_or_org": { "family_name": "Schmidt", "given_name": "Thomas", "identifiers": [ { "identifier": "0000-0003-3620-3355", "scheme": "orcid" } ], "name": "Schmidt, Thomas", "type": "personal" } } ], "description": "

This presentation introduces the topic of openness in and with AI, with a focus on open-source AI in research contexts. It examines the motivations for open AI systems, analyzes different dimensions of openness, and presents practical tools for using open models in research pipelines.

\n

The first part covers the core ideas behind open source and the specific problems of proprietary AI systems for research – particularly regarding reproducibility, transparency and data privacy. The second part analyzes various aspects of openness in AI models (weights, training data, code, documentation, licensing) and discusses the phenomenon of \"open-washing\". The third part presents concrete services and tools for using open models, including the \"ChatAI\" LLM by GWDG (Gesellschaft für wissenschaftliche Datenverarbeitung mbH Göttingen) and Ollama for running models locally.

\n

Topics covered:

\n\n

Code:

\n", "languages": [ { "id": "eng", "title": { "en": "English" } } ], "publication_date": "2026-04-21", "publisher": "Zenodo", "resource_type": { "id": "presentation", "title": { "de": "Pr\u00e4sentation", "en": "Presentation" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "AI" }, { "subject": "open source" }, { "subject": "reproducibility" }, { "subject": "open washing" }, { "subject": "Ollama" }, { "subject": "LLM" }, { "subject": "SLM" } ], "title": "Openness in and with AI" }, "parent": { "access": { "owned_by": { "user": "1032373" }, "settings": { "accept_conditions_text": null, "allow_guest_requests": false, "allow_user_requests": false, "secret_link_expiration": 0 } }, "communities": { "default": "ff6bdc9d-8e47-4094-ace5-0853501d0405", "entries": [ { "access": { "member_policy": "open", "members_visibility": "public", "record_submission_policy": "open", "review_policy": "closed", "visibility": "public" }, "children": { "allow": false }, "created": "2025-05-30T08:07:45.836912+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "ff6bdc9d-8e47-4094-ace5-0853501d0405", "links": {}, "metadata": { "description": "Zenodo Community of the Research Data Center (FDZ) at Mannheim University Library", "organizations": [ { "id": "031bsb921" } ], "title": "FDZ@UB Mannheim", "type": { "id": "organization" }, "website": "https://fdz.bib.uni-mannheim.de/" }, "revision_id": 5, "slug": "fdz-mannheim", "updated": "2026-03-10T20:11:09.636328+00:00" } ], "ids": [ "ff6bdc9d-8e47-4094-ace5-0853501d0405" ] }, "id": "19681585", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.19681585", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.19681586", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:19681586", "provider": "oai" } }, "revision_id": 4, "stats": { "all_versions": { "data_volume": 46407979.0, "downloads": 32, "unique_downloads": 24, "unique_views": 81, "views": 90 }, "this_version": { "data_volume": 46407979.0, "downloads": 32, "unique_downloads": 24, "unique_views": 81, "views": 90 } }, "status": "published", "swh": {}, "updated": "2026-04-21T14:15:36.959370+00:00", "versions": { "index": 1, "is_latest": true } }