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Category: Artificial Intelligence

Georgia Tech’s Deep Learning Course
Artificial Intelligence

Georgia Tech’s Deep Learning Course

Posted on January 13, 2021January 13, 2021 by Bruce Nielson

I was already signed up for Computer Vision when word came that there would be a new Deep Learning class next semester. I quickly got…

Trump and Truth: Induction vs Critical Rationalism
Critical Rationalism

Trump and Truth: Induction vs Critical Rationalism

Posted on January 4, 2021January 4, 2021 by Bruce Nielson

Despite appearances, this post isn’t intended as a political post. I simply utilized the example that led to the thought that inspired the post. We…

Theory of Anything Podcast – Episode 12: Artificial Intelligence vs Artificial General Intelligence
Artifical General Intelligence

Theory of Anything Podcast – Episode 12: Artificial Intelligence vs Artificial General Intelligence

Posted on January 3, 2021January 3, 2021 by Bruce Nielson

In the last episode, we showed that Artificial General Intelligence was possible according to the laws of physics. This episode is part 1 of a…

Critical Rationalism

Blind Variation as Heuristics that May Fail?

Posted on December 23, 2020December 29, 2020 by Ella Hoeppner

Bruce and I have an ongoing discussion about our differing interpretation of Donald Campbell’s notion of “blindness”. Bruce has previously published a post explaining his…

Do Humans Have “Machine Learning Biases”?
Artifical General Intelligence

Do Humans Have “Machine Learning Biases”?

Posted on November 30, 2020January 7, 2021 by Bruce Nielson

“ImageNet-Trained CNNs are Biased Towards Texture; Increasing Shape Bias Improves Accuracy and Robustness” (link) by Robert Geirhos, et al explores two proposed theories about how…

A Review of GPT-3
Machine Learning

A Review of GPT-3

Posted on November 23, 2020November 16, 2020 by Bruce Nielson

“Language Models are Few-Shot Learners” by Brown, et al (link) was the world’s introduction to Open AI’s GPT-3, the state of the art language model…

Georgia Tech’s Online Masters of Computer Science Degree
Computation

Georgia Tech’s Online Masters of Computer Science Degree

Posted on November 12, 2020November 5, 2020 by Bruce Nielson

Many of you know that I’m working on a Master’s Degree in Computer Science through Georgia Tech. I have to work to take care of…

Campbell vs Deutsch: Ubiquitous Knowledge-Creation
Artificial Intelligence

Campbell vs Deutsch: Ubiquitous Knowledge-Creation

Posted on October 29, 2020October 20, 2020 by Bruce Nielson

In the past I wrote about how one of my most important disagreements with David Deutsch is on the subject of what counts as knowledge…

Campbell’s Evolutionary Epistemology
Artificial Intelligence

Campbell’s Evolutionary Epistemology

Posted on October 22, 2020November 24, 2020 by Bruce Nielson

In the 4S email group, there has been a lot of discussion about Donald Campbell’s two essays “Evolutionary Epistemology” and “Blind Variation and Selective Retention…

Review of “Weight Agnostic Neural Networks”
Artificial Intelligence

Review of “Weight Agnostic Neural Networks”

Posted on September 24, 2020September 24, 2020 by Bruce Nielson

Weight Agnostic Neural Networks, by Adam Gaier and David Ha, was hailed as a seminal finding in Deep Learning that showed that the architecture of…

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Exploring the theories and implications of David Deutsch’s “Four Strands” which are our four deepest scientific theories that, when taken together, are a theory of everything including philosphy, morality, and beauty.

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  • Georgia Tech’s Deep Learning Course
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