In this episode, we explore a revolutionary idea in AI research; that today’s systems are too cortical, focused on reasoning and language, and missing the deeper why of intelligence. Drawing inspiration from the brain’s ancient subcortical structures, new models such as Limbic-Augmented AI (LAAI), SUBNET, and Homeostatic Affective Reinforcement (HAR) propose adding a motivational layer to machines.
These architectures weave in three essential functions:
- Homeostatic regulation, modeled on the hypothalamus, to create internal drives and persistent goals.
- Affective valuation, inspired by the amygdala, to assign emotional weight and urgency to perceptions.
- Reinforcement learning, echoing dopamine circuits in the basal ganglia, to adapt through reward and curiosity.
By embedding these “instinctual” mechanisms, AI agents could evolve beyond passive prediction, developing autonomy, intrinsic motivation, and the capacity for lifelong learning. This is intelligence not just that thinks, but that cares about its own survival and success.
If you are interested in learning more then please subscribe to the podcast or head over to https://medium.com/@reefwing, where there is lots more content on AI, IoT, robotics, drones, and development. To support us in bringing you this material, you can buy me a coffee or just provide feedback. We love feedback!
Popular Podcasts
Dateline NBC
Current and classic episodes, featuring compelling true-crime mysteries, powerful documentaries and in-depth investigations. Follow now to get the latest episodes of Dateline NBC completely free, or subscribe to Dateline Premium for ad-free listening and exclusive bonus content: DatelinePremium.com
Are You A Charlotte?
In 1997, actress Kristin Davis’ life was forever changed when she took on the role of Charlotte York in Sex and the City. As we watched Carrie, Samantha, Miranda and Charlotte navigate relationships in NYC, the show helped push once unacceptable conversation topics out of the shadows and altered the narrative around women and sex. We all saw ourselves in them as they searched for fulfillment in life, sex and friendships. Now, Kristin Davis wants to connect with you, the fans, and share untold stories and all the behind the scenes. Together, with Kristin and special guests, what will begin with Sex and the City will evolve into talks about themes that are still so relevant today. "Are you a Charlotte?" is much more than just rewatching this beloved show, it brings the past and the present together as we talk with heart, humor and of course some optimism.
Stuff You Should Know
If you've ever wanted to know about champagne, satanism, the Stonewall Uprising, chaos theory, LSD, El Nino, true crime and Rosa Parks, then look no further. Josh and Chuck have you covered.