Please enjoy the fascinating discussion of the free energy principle with Dr. Maxwell Ramstead, a leading thinker exploring the intersection of math, physics, and philosophy and Director of Research at VERSES.
The 2 hour discussion includes great details on FEP.
The FEP was proposed by renowned neuroscientist Karl Friston, this principle offers a unifying theory explaining how systems maintain order and their identity. The free energy principle inverts traditional survival logic. Rather than asking what behaviors promote survival, it queries – given things exist, what must they do?
The answer: minimizing free energy, or “surprise.”
Systems persist by constantly ensuring their internal states match anticipated states based on a model of the world. Failure to minimize surprise leads to chaos as systems dissolve into disorder. Thus, the free energy principle elucidates why lifeforms relentlessly model and predict their surroundings.
It is an existential imperative counterbalancing entropy. Essentially, this principle describes the mind’s pursuit of harmony between expectations and reality.
Its relevance spans from cells to societies, underlying order wherever longevity is found.
The discussion explores the technical details and philosophical implications of this paradigm-shifting theory.
– How does it further our understanding of cognition and intelligence?
– What insights does it offer about the fundamental patterns and properties of existence?
– Can it precipitate breakthroughs in disciplines like neuroscience and artificial intelligence?
Great conclusions are made.
At 1h50min of the talk, the summary towards natural selections learns us
- FEP is a principle
- It works on nested systems of systems
- The core is the markov blanket of free energy minimisation at multiscale layers
- It works on different time scales and state estimations
“I” embody a model
in my existence
generating evidence for that model.Good models persist
and leave copies of themselvesBad models are destroyed
and dissipate
Surtil : 