--- title: :probabl.blog | Cailean Osborne description: Cailean Osborne is Head of Ecosystem Development at Probabl. --- [Skip to content](https://blog.probabl.ai/author/cailean-osborne#main-content) [![](https://blog.probabl.ai/hubfs/logo-probable-black.svg)](https://probabl.ai/) - [Company](https://probabl.ai/) - [Join Us](https://join.probabl.ai/) - [Blog](https://blog.probabl.ai/) Open main navigation Close main navigation - [Company](https://probabl.ai/) - [Join Us](https://join.probabl.ai/) - [Blog](https://blog.probabl.ai/) - [Contact us](https://www.probabl.ai/contact/) [Contact us](https://www.probabl.ai/contact/) ![illustration-blog2-probabl](https://blog.probabl.ai/hubfs/illustration-blog2-probabl.svg "illustration-blog2-probabl") # Our blog ### Insights on data science and AI, by humans for humans Also available on [Substack](https://probabl.substack.com/) and [Medium](https://medium.com/probabl) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science) ## [Community Voices: Interview with Lucy Liu, scikit-learn core maintainer](https://blog.probabl.ai/community-voices-lucy-liu) ![Picture of Cailean Osborne](https://blog.probabl.ai/hs-fs/hubfs/680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg?width=50&name=680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg) [Cailean Osborne](https://blog.probabl.ai/author/cailean-osborne) Tuesday, September 8 2026 [Read or listen](https://blog.probabl.ai/community-voices-lucy-liu) [data science](https://blog.probabl.ai/tag/data-science), [artificial-intelligence](https://blog.probabl.ai/tag/artificial-intelligence) ## [Data deep dive #2: Which AI agents are data scientists using and at which stages of their workflows?](https://blog.probabl.ai/data-deep-dive-2) ![Picture of Camilo Pedraza Jiménez](https://blog.probabl.ai/hs-fs/hubfs/Camilo.jpg?width=50&name=Camilo.jpg) [Camilo Pedraza Jiménez](https://blog.probabl.ai/author/camilo-pedraza-jim%C3%A9nez) Tuesday, August 11 2026 [Read or listen](https://blog.probabl.ai/data-deep-dive-2) [data science](https://blog.probabl.ai/tag/data-science), [artificial-intelligence](https://blog.probabl.ai/tag/artificial-intelligence) ## [Data deep dive #1: Scikit-learn was downloaded 2B times in the last year. Is AI driving this boom?](https://blog.probabl.ai/data-deep-dive-1) ![Picture of Camilo Pedraza Jiménez](https://blog.probabl.ai/hs-fs/hubfs/Camilo.jpg?width=50&name=Camilo.jpg) [Camilo Pedraza Jiménez](https://blog.probabl.ai/author/camilo-pedraza-jim%C3%A9nez) Tuesday, July 21 2026 [Read or listen](https://blog.probabl.ai/data-deep-dive-1) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science) ## [AI helped you train your ML model, but can you vouch for it? Highlights from London Data Week](https://blog.probabl.ai/highlights-from-london-data-week) ![Picture of Cailean Osborne](https://blog.probabl.ai/hs-fs/hubfs/680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg?width=50&name=680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg) [Cailean Osborne](https://blog.probabl.ai/author/cailean-osborne) Tuesday, July 7 2026 [Read or listen](https://blog.probabl.ai/highlights-from-london-data-week) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science) ## [Highlights from our Own Your Data Science and AI Workshop](https://blog.probabl.ai/highlights-from-the-own-your-data-science-and-ai-workshop) ![Picture of Cailean Osborne](https://blog.probabl.ai/hs-fs/hubfs/680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg?width=50&name=680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg) [Cailean Osborne](https://blog.probabl.ai/author/cailean-osborne) Thursday, May 7 2026 [Read or listen](https://blog.probabl.ai/highlights-from-the-own-your-data-science-and-ai-workshop) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science) ## [Where open source tooling for data science and AI is heading: Interview with Gaël Varoquaux and Matt White](https://blog.probabl.ai/where-open-source-tooling-for-data-science-and-ai-is-heading) ![Picture of Cailean Osborne](https://blog.probabl.ai/hs-fs/hubfs/680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg?width=50&name=680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg) [Cailean Osborne](https://blog.probabl.ai/author/cailean-osborne) Tuesday, April 7 2026 [Read or listen](https://blog.probabl.ai/where-open-source-tooling-for-data-science-and-ai-is-heading) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning) ## [Maintaining open source in the age of generative AI: Recommendations for maintainers and contributors](https://blog.probabl.ai/maintaining-open-source-age-of-gen-ai) ![Picture of Adrin Jalali](https://blog.probabl.ai/hs-fs/hubfs/adrin-jalali.jpg?width=50&name=adrin-jalali.jpg) [Adrin Jalali](https://blog.probabl.ai/author/adrin-jalali) Tuesday, February 24 2026 [Read or listen](https://blog.probabl.ai/maintaining-open-source-age-of-gen-ai) ![illustration-probable](https://blog.probabl.ai/hubfs/illustration-probable.svg "illustration-probable") - [Company](https://probabl.ai) - [Join Us](https://join.probabl.ai/) - [Blog](https://blog.probabl.ai) [![69ee669dda802928688b7b3e\_logo-probabl (2)](https://blog.probabl.ai/hubfs/69ee669dda802928688b7b3e_logo-probabl%20(2).svg "69ee669dda802928688b7b3e_logo-probabl (2)")](http://probabl.ai) [Privacy Policy](https://www.probabl.ai/legal/privacy-policy/)               © 2026 Probabl, all rights reserved.