Unconventional Pathways Toward Strong Artificial Intelligence

Overview

The Unconventional Pathways Toward Strong Artificial Intelligence is an interactive workshop hosted by NiPS Laboratory. The event seeks to explore bold and forward-looking research directions that may contribute to the development of Strong AI or Artificial General Intelligence (AGI). It invites researchers to discuss ideas that go beyond current dominant paradigms and to examine alternative physical, computational, cognitive, and theoretical frameworks for machine intelligence. The workshop emphasizes interdisciplinary perspectives, welcoming contributions from physics, chemistry, neuroscience, cognitive science, embodied intelligence, and related fields. The program is designed to foster open discussion about the foundations, limits, and future trajectories of artificial intelligence beyond traditional deep learning approaches.

Venue and setting

The workshop takes place at Castello di Baccaresca Resort, a restored medieval fortress in the Umbrian countryside near Gubbio, Italy. The venue combines historical heritage with modern comfort and offers an environment conducive to reflection, collaboration, and collaboration across disciplines. The site description highlights rolling hills, a historic atmosphere, and a conducive setting for in-depth conversations and networking.

Dates and schedule

The event runs from August 31 to September 4, 2026. A sample of the program includes an arrival day with a welcome cocktail and dinner on August 31, followed by a full schedule on September 1 through September 3 featuring discussions, exchanges, and social activities. The final day on September 4 marks departure. The agenda includes structured discussions, meals, and social elements such as poolside aperitifs and coordinated dinners, giving participants opportunities to explore ideas in an immersive setting.

Fees and inclusions

Participant fee is €790, with an accompanying person option priced at €495. The fee commonly covers multiple components such as four nights of lodging, several meals, coffee breaks, aperitifs, and planned excursions or social events. Additional details indicate that the package encompasses a combination of accommodation, meals, and organized activities designed to support collaboration and informal discussions among attendees.

Call for papers and participation

A call for papers invites researchers to submit original papers or visionary perspectives that challenge prevailing assumptions and explore unconventional paradigms for Strong AI. Submissions should address novel architectures for general artificial intelligence, new theoretical foundations, limitations of current deep learning approaches, embodied and neuro-inspired concepts, and interdisciplinary models of reasoning. A form is provided for applications, with a submission deadline around mid-June, followed by notifications of acceptance and subsequent registration deadlines. The workshop emphasizes open interdisciplinary exchange and welcomes diverse viewpoints from related scientific domains.

Logistics and organizers

Organizers are NiPS Laboratory in collaboration with the University of Perugia. The contact point listed for participation is an email address for coordination and inquiries. Interested participants should monitor the official page for updates and more detailed information about the program, registration, and venue arrangements.

FAQ and additional notes

The page indicates that reservations will be handled by organizers upon acceptance of participation. More information about the venue and detailed program elements will be provided through official communications and linked resources. Attendees should plan accordingly for travel and stay in Umbria, and be prepared for a combination of formal sessions and social activities in a historic setting.