The 7th Annual Nepal AI School (ANAIS) is organized by NAAMII (Nepal Applied Mathematics and Informatics Institute for Research) and held at Kathmandu World School, Suryabinayak, Bhaktapur. The 11-day in-person program includes 10 days of lectures, hands-on labs, poster presentations and project sessions, plus a day of hiking in the Kathmandu Valley, with over 200 participants and 20 experts from Nepal and around the world. Topics include foundational machine learning, geometric deep learning, neuro-symbolic AI, world models, generative modelling, and AI for society and industry.