In the Episode 185 of the AIAW Podcast, we are joined by Johan Thulin, Co-Founder and CTO of Aphygo, to explore a provocative idea: what if the biggest limitation of today’s AI isn’t intelligence-but memory? As organizations push beyond the constraints of context windows and stateless language models, Johan argues that the future belongs to stateful AI systems capable of retaining knowledge, learning continuously, and building what he calls “cognitive capital.” We’ll discuss why hallucinations may be a symptom of missing state rather than flawed reasoning, how persistent memory could transform AI agents from tools into long-term collaborators, and why architectural efficiency may be the key to scaling AI sustainably. From state orchestration and enterprise knowledge retention to privacy, sovereignty, and the future of human work, this episode explores what might come after today’s generation of AI systems-and why it could fundamentally change how we interact with intelligent machines.
