We invite abstracts for our forthcoming workshop\, Philosophy of Explainable AI: New Directions\, to be held at Aarhus University on \;July 7 - 9\, 2026. The workshop aims to bring together scholars working on the philosophical dimensions of explainability/interpretability/transparency in machine learning\, to share recent work and discuss future directions for the field. We have invited a number of keynotes to be announced in due course.
\nThe conference is part of the TREAT project (https://projects.au.dk/treat). Towards Responsible Explainable AI Technologies (TREAT) examines the benefits and risks of so-called &ldquo\;Explainable AI&rdquo\; technologies for creating and using AI in an ethically responsible manner. One of the main ethical concerns regarding complex AI systems is that they risk becoming unintelligible black boxes. In response\, a subfield within AI research\, known as explainable AI (XAI)\, seeks to develop tools for generating explanations of AI systems. Such explanations are important in order to enable people to understand and think critically about AI systems. However\, explanations are not just an ethical good: they also risk creating a false sense of understanding\, which can be exploited to mislead or even manipulate. To resolve this dilemma\, TREAT seeks to philosophically grounded theories of representational adequacy\, explanatory honesty\, and legitimacy for XAI technologies.
\nWe welcome abstracts addressing any philosophically salient issue relating to explainability\, interpretability or transparency in machine learning. This includes (but is not limited to) papers drawing on ethics\, epistemology\, philosophy of science or political philosophy. We hope to have a diverse programme\, representing a broad range of exciting new philosophical work engaging with XAI technologies\, broadly construed.
\nWe especially encourage applications from junior scholars and those from underrepresented backgrounds. Travel and accommodation costs for successful applicants will be covered\, and there will be no registration fees for the event. To apply\, please send an abstract of 300-400 words (excluding references) to treat@au.dk no later than Wednesday 1st April.
\nIf you are have any questions\, feel free to contact us on treat@au.dk
\nWe look forward to hearing from you.
\nRune Nyrup\, Torben Agergaard\, and Molly Powell
ORGANIZER;CN=Molly Powell: METHOD:PUBLISH END:VEVENT BEGIN:VEVENT DTSTAMP:20260512T172611Z DTSTART;TZID=Europe/Berlin:20261112T140000 DTEND;TZID=Europe/Berlin:20261114T170000 SUMMARY:Praise and Praiseworthiness Workshop\, CFA UID:20260514T000520Z-iCalPlugin-Grails@philevents-web-6b96c54f56-bljdq TZID:Europe/Berlin LOCATION:Copenhagen\, Denmark DESCRIPTION:Praise and Praiseworthiness Workshop
\nPhilosophers working on praise and praiseworthiness are invited to submit abstracts for a workshop on these topics\, to be held in Copenhagen in the fall of 2026\, specifically November 12-14. Abstracts on the nature \;of praise and the nature of praiseworthiness are especially welcome. (Submissions on other praise-related issues-- e.g. the morality of praise-- will be considered\, however.)
\nThe intention is to workshop papers for a praise-themed issue of \;Oxford Studies in Agency &\; Responsibility. \;Selected abstracts must be \;promised \;to this special themed issue of OSAR. They cannot be submitted elsewhere\, and if accepted\, they must be committed to OSAR.
\nWhile workshop dinners will be covered\, funds unfortunately are not available to assist with travel or accommodation.
\nThe timeline of important dates and deadlines is as follows:
\n-Abstract due (500-1000 words): April 30\, 2026
\n-Notification concerning acceptance: May 30\, 2026
\n-First draft due (to be circulated amongst workshop participants): October 21\, 2026
\n-Workshop dates: November 12-14\, 2026
\n-Revised draft due: sometime in February 2027
\nThe papers will then be sent out by OUP for vetting and\, once returned\, contributors may make further changes. The praise-themed edition of Oxford Studies in Agency and Responsibility is expected to be in print 2028. \;
\nAnonymized abstracts (of 500-1000 words) should be submitted to \;praiseworkshop2026@gmail.com \;by the end of April 30 (last time zone on Earth).
\n
Confirmed Presenters:
Jules Holroyd
\nKasper Lippert-Rasmussen
\nZoë\; Johnson King
\nVictoria McGeer
\nColeen Macnamara
\nLeo Menges and Leonie Eichhorn
\nDana Nelkin
\nDavid Shoemaker
\nDaniel Telech
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