Our new #arXiv paper out!
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
September 3, 2025 at 10:22 AM
Our new #arXiv paper out!
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
#Zoomposium with Dr. #Wanja #Wiese: “The #mathematization of #consciousness or can #mind be #simulated?”
#philosophical #concepts #predictive #coding #processing #freeenergyprinciple #Friston #consciousness
More at: philosophies.de/index.php/20...
or: youtu.be/G6_O-QvDvNk
#philosophical #concepts #predictive #coding #processing #freeenergyprinciple #Friston #consciousness
More at: philosophies.de/index.php/20...
or: youtu.be/G6_O-QvDvNk
Wanja Wiese: "Die Mathematisierung des Bewusstseins"
Zoomposium-Interview mit Dr. (PhD) Wanja Wiese zur Möglichkeit der Mathematisierung des Bewusstseins oder oder lässt sich Geist simulieren?"
philosophies.de
July 8, 2025 at 2:47 PM
#Zoomposium with Dr. #Wanja #Wiese: “The #mathematization of #consciousness or can #mind be #simulated?”
#philosophical #concepts #predictive #coding #processing #freeenergyprinciple #Friston #consciousness
More at: philosophies.de/index.php/20...
or: youtu.be/G6_O-QvDvNk
#philosophical #concepts #predictive #coding #processing #freeenergyprinciple #Friston #consciousness
More at: philosophies.de/index.php/20...
or: youtu.be/G6_O-QvDvNk
#Zoomposium mit Dr. #Wanja #Wiese: „Die #Mathematisierung des #Bewusstseins oder lässt sich #Geist #simulieren?“
#philosophische #Konzepte #predictive #coding #processing #freeenergyprinciple #Friston #Bewusstsein
Mehr auf: philosophies.de/index.php/20...
oder: youtu.be/G6_O-QvDvNk
#philosophische #Konzepte #predictive #coding #processing #freeenergyprinciple #Friston #Bewusstsein
Mehr auf: philosophies.de/index.php/20...
oder: youtu.be/G6_O-QvDvNk
Wanja Wiese: "Die Mathematisierung des Bewusstseins"
Zoomposium-Interview mit Dr. (PhD) Wanja Wiese zur Möglichkeit der Mathematisierung des Bewusstseins oder oder lässt sich Geist simulieren?"
philosophies.de
July 8, 2025 at 2:45 PM
#Zoomposium mit Dr. #Wanja #Wiese: „Die #Mathematisierung des #Bewusstseins oder lässt sich #Geist #simulieren?“
#philosophische #Konzepte #predictive #coding #processing #freeenergyprinciple #Friston #Bewusstsein
Mehr auf: philosophies.de/index.php/20...
oder: youtu.be/G6_O-QvDvNk
#philosophische #Konzepte #predictive #coding #processing #freeenergyprinciple #Friston #Bewusstsein
Mehr auf: philosophies.de/index.php/20...
oder: youtu.be/G6_O-QvDvNk
#Axiom offers an alternative to the artificial #NeuralNetworks that are dominant in modern #AI. It draws #inspiration from the #FreeEnergyPrinciple, #InformationTheory as well as #Biology. www.wired.com/story/a-deep...
A Deep Learning Alternative Can Help AI Agents Gameplay the Real World
A new machine learning approach tries to better emulate the human brain, in hopes of creating more capable agentic AI.
www.wired.com
June 18, 2025 at 7:15 PM
#Axiom offers an alternative to the artificial #NeuralNetworks that are dominant in modern #AI. It draws #inspiration from the #FreeEnergyPrinciple, #InformationTheory as well as #Biology. www.wired.com/story/a-deep...
Neurons learn through incentives! 💡
DishBrain got chaotic stimuli when it missed the ball, and predictable stimuli when it hit.
This highlights the "free energy principle" - minimizing surprise!
How can we apply this to AI training?
#FreeEnergyPrinciple #MachineLearning
DishBrain got chaotic stimuli when it missed the ball, and predictable stimuli when it hit.
This highlights the "free energy principle" - minimizing surprise!
How can we apply this to AI training?
#FreeEnergyPrinciple #MachineLearning
March 28, 2025 at 11:15 AM
Neurons learn through incentives! 💡
DishBrain got chaotic stimuli when it missed the ball, and predictable stimuli when it hit.
This highlights the "free energy principle" - minimizing surprise!
How can we apply this to AI training?
#FreeEnergyPrinciple #MachineLearning
DishBrain got chaotic stimuli when it missed the ball, and predictable stimuli when it hit.
This highlights the "free energy principle" - minimizing surprise!
How can we apply this to AI training?
#FreeEnergyPrinciple #MachineLearning
Check out this deep dive into consciousness, self, & the nature of reality! 🤯 #FreeEnergyPrinciple #Consciousness #Aging #Neuroscience #Philosophy #Complexity #InformationTheory #cognitivescience #FreeEnergyPrinciple @karlfriston @drmichaellevin @TOE
March 12, 2025 at 12:35 AM
Check out this deep dive into consciousness, self, & the nature of reality! 🤯 #FreeEnergyPrinciple #Consciousness #Aging #Neuroscience #Philosophy #Complexity #InformationTheory #cognitivescience #FreeEnergyPrinciple @karlfriston @drmichaellevin @TOE
Is the origin of life a chemistry problem or a cognitive science problem? @drmichaellevin & Chris Fields argue it's the latter! #FEP #OriginOfLife #cognitivescience #FermiParadox #FreeEnergyPrinciple
www.tandfonline.com/doi/epdf/10....
www.tandfonline.com/doi/epdf/10....
Life, its origin, and its distribution: a perspective from the Conway-Kochen Theorem and the Free Energy Principle
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www.tandfonline.com
February 19, 2025 at 1:05 PM
Is the origin of life a chemistry problem or a cognitive science problem? @drmichaellevin & Chris Fields argue it's the latter! #FEP #OriginOfLife #cognitivescience #FermiParadox #FreeEnergyPrinciple
www.tandfonline.com/doi/epdf/10....
www.tandfonline.com/doi/epdf/10....
Wanja Wiese and Karl J. Friston argue that we need to search for #computational correlates of #consciousness beside #NCC. With the #FreeEnergyPrinciple, we may even distinguish systems that truly are conscious from those that merely simulate it: doi.org/10.33735/phi...
The neural correlates of consciousness under the free energy principle: From computational correlates to computational explanation
| Philosophy and the Mind Sciences
Philosophy and the Mind Sciences (PhiMiSci) focuses on the interface between philosophy of mind, psychology, and cognitive neuroscience. PhiMiSci is a peer-reviewed, not-for-profit open-access journal...
doi.org
December 19, 2024 at 9:20 PM
Wanja Wiese and Karl J. Friston argue that we need to search for #computational correlates of #consciousness beside #NCC. With the #FreeEnergyPrinciple, we may even distinguish systems that truly are conscious from those that merely simulate it: doi.org/10.33735/phi...
To accompany all those Bluesky science/academia
#starterpacks, let's share introductions to the literature of our different fields.
Here are the 12 main types of scientific papers on active inference (inspired by the amazing @xkcd.com). #activeinference #freeenergyprinciple #neuroskyence
#starterpacks, let's share introductions to the literature of our different fields.
Here are the 12 main types of scientific papers on active inference (inspired by the amazing @xkcd.com). #activeinference #freeenergyprinciple #neuroskyence
November 17, 2024 at 11:18 PM
To accompany all those Bluesky science/academia
#starterpacks, let's share introductions to the literature of our different fields.
Here are the 12 main types of scientific papers on active inference (inspired by the amazing @xkcd.com). #activeinference #freeenergyprinciple #neuroskyence
#starterpacks, let's share introductions to the literature of our different fields.
Here are the 12 main types of scientific papers on active inference (inspired by the amazing @xkcd.com). #activeinference #freeenergyprinciple #neuroskyence