UCL NeuroAI frames the meeting around the shared lineage of the two fields: machine learning and the brain use similar computations to process and compress information, AI models can emulate neural functions and the circuits supporting them, AI tools help discover, segment and track neural and behavioural states, and problems posed in neuroscience in turn inspire advances in AI. Keynote speakers are Wolfgang Maass (Technische Universität Graz), Agostina Palmigiano (Gatsby Computational Neuroscience Unit), Ellie Pavlik (Brown University), Bernardo Sabatini (Harvard Medical School), Nicolas Skatchkovsky (Francis Crick Institute) and Eleni Vasilaki (University of Sheffield). The programme also includes submitted 15-minute talks, 3–4-minute lightning presentations and posters selected from abstracts, which were due on 16 October 2026. The conference runs from 9am to 5pm on Wednesday 11 November 2026, followed by a reception, in the Kennedy Lecture Theatre at 30 Guilford Street, London. Tickets cost £5, and complimentary tickets can be requested when cost is a barrier. The event is supported by the Sainsbury Wellcome Centre, Callosum Technologies and DeepMind.