I run jupyter in a docker container and have the ability to just checkpoint it, it would work for any language that runs a REPL. The gotcha's are any GPU state stuff or any database/socket connections.
> cleared of inflation energy costs are lower than 2013, 12 years ago
Dude, soaring energy prices are driving inflation. That's like saying the prices are lower if you just keep ignoring everything that actually makes them more expensive. Duh.
There is also a related youtube video online: Ali Behrouz of Google Research explaining his poster paper entitled "Nested Learning: The Illusion of Deep Learning Architecture" at NeurIPS 2025. https://www.youtube.com/watch?v=uX12aCdni9Q
This still seems like gradient descent wrapped in new terminology. If all learning happens through weight updates, its just rearranging where the forgetting happens
This is really cool! If I were to work on it, I would make the light source a bouncing ball or something similar (maybe even a fish or a bird) via some 2D physics next.
This is all very interesting, but far too detailed and technical for 99% of people. The TLDR should include an easy to understand summary without jargon like "VO2" and "a set of HIIT at Zone 4".
Depends on the region. Often there are smaller regional companies providing fiber internet. Prices for these fiber connections a still somewhat higher than the cheapest vodafone tier, but you also get better service for your money.
If you believe that price equals quality, the fact that Switzerland is an order of magnitude richer than Peru - and considerably richer than the US - might make all the difference.
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