Mahault Albarracin discusses philosophical and computational concepts, including consciousness, cognition, Integrated Information Theory, and the science-pseudoscience divide. Albarracin emphasizes evidence in validating claims, questions AI's "theory of mind," and highlights sociality in cognitive development and advocates for system resilience through degeneracy and redundancy, comparing collective intelligence to natural ecosystems.