Figshare Founderhttps://bsky.app/profile/hahnel.orghttps://bsky.app/profile/hahnel.org/post/3mwatdsjdh22kWhy research analytics built on AI needs to show its working Merely appearing useful – versus being reliable, credible or provable https://www.researchinformation.info/viewpoint/why-research-analytics-built-on-ai-needs-to-show-its-working/24 Sep 2026 08:24 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mwatdsjdh22khttps://bsky.app/profile/hahnel.org/post/3mwatcmkan22kInvisible trust markers: unconsciously trusted structural cues that get faked or mimicked to borrow legitimacy the content hasn’t earned. https://fosci.substack.com/p/invisible-trust-markers24 Sep 2026 08:23 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mwatcmkan22khttps://bsky.app/profile/hahnel.org/post/3mwar5tcfgs2sMDPI Taxonomy is a five-level hierarchical taxonomy for classifying scholarly content across scientific domains. It builds on the OpenAlex hierarchy and extends it with an MDPI Concept layer for finer article classification and topic tagging https://huggingface.co/datasets/mdpi-di/taxonomy24 Sep 2026 07:45 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mwar5tcfgs2shttps://bsky.app/profile/hahnel.org/post/3mvpspmydbs2sAs AI moves from summarizing papers to generating scientific claims, biopharma faces a hard question. How do you trust an answer with no way to trace it back to the truth? https://www.digital-science.com/blog/the-next-era-of-ai-in-drug-discovery/17 Sep 2026 13:57 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mvpspmydbs2shttps://bsky.app/profile/hahnel.org/post/3mvn6rc4zek2fSo easy now to get the answers you want if you have the right data available Continued growth of open academic data is playing a huge role in allowing AI progress in research Massive growth in papers linking to all repositories Made using Dimensions.ai API, Dimensions GBQ and codex...in 5 mins16 Sep 2026 12:55 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mvn6rc4zek2fhttps://bsky.app/profile/hahnel.org/post/3mvn53lamqk2f"An open infrastructure is not an open service." Interesting distinction from Ian Mulvany https://blog.mulvany.net/posts/reflections-on-services-and-services16 Sep 2026 12:25 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mvn53lamqk2fhttps://bsky.app/profile/hahnel.org/post/3mv2zhmvulk2rDidnt expect this to be realised so quickly Acceleration [contains quote post or other embedded content]09 Sep 2026 07:32 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mv2zhmvulk2rhttps://bsky.app/profile/hahnel.org/post/3mtvqpre3wk2g“In the short term the thing that the folk at Overleaf should be looking at is can they integrate more meaningful and useful and fast AI integration through an API layer” and indeed Digitial Science has since launched papers.ai. https://blog.mulvany.net/posts/a-postscript-on-openai-s-prism https://papers.ai/25 Aug 2026 11:47 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mtvqpre3wk2ghttps://bsky.app/profile/hahnel.org/post/3mssrosmgh22nI remember the first few days of Figshare, we would get excited when someone made "something" openly available Its now about 3,000 items/day being made open across Figshare infrastructure11 Aug 2026 14:01 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mssrosmgh22nhttps://bsky.app/profile/hahnel.org/post/3msieqbsk322hI really like this visualisation for getting across what we need to be balancing when we talk about AI and dissemination of academic research Pace of discovery Credit & IP Trustworthiness https://www.openresearch.wtf/whoever-writes-the-paper-the-tools-have-to-be-trustworthy/07 Aug 2026 10:43 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3msieqbsk322hhttps://bsky.app/profile/hahnel.org/post/3msieqbsk322hI really like this visualisation for getting across what we need to be balancing when we talk about AI and dissemination of academic research Pace of discovery Credit & IP Trustworthiness https://www.openresearch.wtf/whoever-writes-the-paper-the-tools-have-to-be-trustworthy/07 Aug 2026 10:43 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3msieqbsk322hhttps://bsky.app/profile/hahnel.org/post/3msidkpeqz22zMy S-Index has nearly reached my H-Index https://scholardata.io/users/01KY5K6Y3GB20S5ZASD0QW6W8K07 Aug 2026 10:22 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3msidkpeqz22zhttps://bsky.app/profile/hahnel.org/post/3msi6w7dws222Catalyzing Biomedical Data Innovation: Three Years of the DataWorks! Prize https://datascience.nih.gov/director/directors-blog-catalyzing-biomedical-data-innovation-three-years-dataworks-prize Recent winner - sex differences in Acute Kidney Injury - Shows what's possible when high-quality shared data meets creative scientific inquiry https://www.herox.com/dataworks/round/3232/entry/6174707 Aug 2026 08:59 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3msi6w7dws222https://bsky.app/profile/hahnel.org/post/3msao5l7gvc2hIf you are doing research - go and try this out [contains quote post or other embedded content]04 Aug 2026 09:10 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3msao5l7gvc2hhttps://bsky.app/profile/hahnel.org/post/3mrwywxgce22rtrust.overleaf.com31 Jul 2026 12:57 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mrwywxgce22rhttps://bsky.app/profile/hahnel.org/post/3mrwptvfyhc2yDo we actually need to write research papers at all? If we are going to lean on the creativity and the cross-domain thinking of human researchers, then surely that should be where the human time goes. https://hahnel.substack.com/p/do-we-actually-need-to-write-research https://data2story.github.io/31 Jul 2026 10:14 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mrwptvfyhc2yhttps://bsky.app/profile/hahnel.org/post/3mrwnrmw3rs2yGreat paper from Natasha Noy et al of Google Dataset Search Do Data Agents Need Semantic Metadata? A Comparative Study in Agentic Data Retrieval https://arxiv.org/html/2605.28787v2 Similar to my thinking here https://www.openresearch.wtf/machine-first-fair-realigning-academic-data-for-the-ai-research-revolution/ and here: https://www.openresearch.wtf/fairdata-ai-making-open-data-fair-er/31 Jul 2026 09:37 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3mrwnrmw3rs2yhttps://bsky.app/profile/hahnel.org/post/3moi7wcuqgs2uBioSingularity. The substrate determines the ceiling Why the infrastructure underneath the models decides how far they can go. "Agentic biology is shaped like software" https://hahnel.substack.com/p/biosingularity-the-substrate-determines17 Jun 2026 11:36 +0000at://did:plc:sww5dcljh5b3csftugfhhr3d/app.bsky.feed.post/3moi7wcuqgs2u