BRAGFOST 2025-2026 will bring together the best experts in generative artificial intelligence and machine learning, and experts in biomass valorisation and bioprospecting for the bio-economy to create a melting pot of disciplines that will enable the improvement of the underlying technology models, and its application in both research areas.