DiscoverRSam PodcastMel Andrews: Ontology of the Free Energy Principle and the Philosophy of Machine Learning
Mel Andrews: Ontology of the Free Energy Principle and the Philosophy of Machine Learning

Mel Andrews: Ontology of the Free Energy Principle and the Philosophy of Machine Learning

Update: 2024-07-05
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Mel Andrews is a philosopher of science who primarily focuses on machine learning and the role of mathematical and computational methods in scientific modelling. Mel is currently a predoctoral research associate at the Department of Machine Learning at Carnegie Mellon University and doing a PhD in philosophy of science at the University of Cincinnati. They are also a visiting scholar at the Australian National University and the University of Pittsburgh. In this episode, we discuss the philosophy of artificial intelligence and machine learning, AI ethics and safety, scientific and mathematical realism, the ontology of the free energy principle and critical theory's relationship to AI research.




You can find more of Andrews' work at https://mel-andrews.com/ and https://x.com/bayesianboy




Watch the video version ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.




RSam Podcast #43




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Anchor: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://anchor.fm/rahul-samaranayake⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠


 


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{Reference Links}


https://link.springer.com/article/10.1007/s10539-021-09807-0


https://www.researchgate.net/profile/Mel-Andrews




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If the ideas I discuss in this podcast evoke your interest, consider visiting ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://theunhappyman.substack.com/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠


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Copyright Disclaimer under section 107 of the Copyright Act 1976, allowance is made for “fair use” for purposes such as criticism, comment, news reporting, teaching, scholarship, education and research.

Fair use is a use permitted by copyright statutes that might otherwise be infringing.

If you are or represent the copyright owner of materials used in this video and have a problem with the use of the related material, please email me at trahulsam@gmail.com, and we can sort it out. Thank you.

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Mel Andrews: Ontology of the Free Energy Principle and the Philosophy of Machine Learning

Mel Andrews: Ontology of the Free Energy Principle and the Philosophy of Machine Learning

Rahul Samaranayake