Psychotherapy seminars

Bessel van der Kolk examines how psychedelics may facilitate integration of disparate experiences and changes to established habits. The webinar explores self-compassion, neuroplastic windows and critical periods, asking how therapeutic support and integration relate to these opportunities for change. The discussion connects potential increases in flexibility with the opening of therapeutic windows and includes audience questions.

Automatic analysis of affective and social signals creates opportunities for collaboration between computer scientists and behavioral researchers. Albert Ali Salah examines the field’s main research directions and challenges, including differences between computational and statistical methods, their goals and assumptions, and data-driven versus theory-driven approaches. Examples include automated analysis of children’s interactive play-therapy sessions and the use of multimodal cues in bipolar-disorder diagnosis. Facial expression, body movement, gesture and speech illustrate how AI can support human monitoring and decision-making in behavioral and clinical science. The talk considers human–AI collaboration and the roles of explainability and interpretability in developing trustworthy computational tools.