Journal2025-07-25T13:43:09+00:00

First, do no harm.

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The Gordian Knot

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Gordian Knot The cutting of the Gordian Knot is an Ancient Greek legend associated with Alexander the Great in Gordium in Phrygia, regarding a complex knot that tied an oxcart. Reputedly, whoever [...]

NEURALINK UPDATE: Elon Musk

"Our overall goal of enabling very high bandwidth connection between the brain and your and the rest of the world and your computers. The long-term goal which sounds a little  esoteric is to mitigate the risk of, the civilization risk, of AI, by having a sort of closer symbiosis [...]

Mixture of a Million Experts. Google DeepMind Introduces Parameter Efficient Expert Retrieval (PEER) specifically addresses the limitations of existing MoE models. 11 JULY24

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Mixture of a Million Experts ABSTRACT. The feedforward (FFW) layers in standard transformer architectures incur a linear increase in computational costs and activation memory as the hidden layer width grows. Sparse mixture-of-experts [...]

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