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AI Helps Ukraine - Charity Conference
A charity conference on AI to raise funds for medical and humanitarian aid for Ukraine
aihelpsukraine.cc/
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Dr. Joscha Bach (born 1973 in Weimar, Germany) is a German artificial intelligence researcher and cognitive scientist focusing on cognitive architectures, mental representation, emotion, social modelling, and multi-agent systems.
bach.ai/
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Pod version: anchor.fm/machinelearningstre...
TOC:
[00:00:00] Ukraine Charity Conference and NeurIPS 2022
[00:03:40] Theory of computation, Godel, Penrose
[00:11:44] Modelling physical reality
[00:15:19] Is our universe infinite?
[00:24:30] Large language models, and on DL / is Gary Marcus hitting a wall?
[00:45:17] Generative models / Codex / Language of thought
[00:58:46] Consciousness (with Friston references)
References:
Am I Self-Conscious? (Or Does Self-Organization Entail Self-Consciousness?) [Friston]
www.frontiersin.org/articles/...
Impact of Pretraining Term Frequencies on Few-Shot Reasoning [Yasaman Razeghi]
arxiv.org/abs/2202.07206
Deep Learning Is Hitting a Wall [Gary Marcus]
nautil.us/deep-learning-is-hi...
Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets [Alethea Power et al]
arxiv.org/abs/2201.02177
Picbreeder [Stanley]
wiki.santafe.edu/images/3/34/...
Turing machines
en.wikipedia.org/wiki/Turing_...
Lambda Calculus
en.wikipedia.org/wiki/Lambda_...
Godel's incompletness theorem
en.wikipedia.org/wiki/G%C3%B6...
Oracle machine
en.wikipedia.org/wiki/Oracle_...