An LSTM takes a series of values and uses a combination of gates to determine critical information to hold on to or forget as a sequence unfolds. This is a compressive technique that removes the requirement of having all previous sequence information at the time of a particular inference.
This paper "compress sequence information into an anchor token" which is then used at inference time to reduce the information required for prediction as well as speed up that prediction. They do this via "continually pre-training the model to compress sequence information into the anchor token."
I don't care about learning Mandarin, I want to find out how this guy's motivation system works and then download it into my brain.
Doing a PhD and learning Mandarin as a side project?! Doing hours of Anki practice and new note taking, some of it while running on a treadmill? There's just a crazy amount of drive (and what sounds like an epic memory) here.
I don't think people consider base motivation enough when thinking about processes and this guy won some kind of biological and/or upbringing lottery.
Imagine you've had an idea bouncing around in your head, or even an emotion, for a long time and you've never been able to express it. Then one day you push a button and a piece of art captures what you've been feeling perfectly.
It's not the craft that drives attachment in this case but the emotional resonance of something that you think should exist finally existing.
I've encountered this in the Pittsburgh area with AHN. Trying to get a provider results in printed lists of outdated numbers, practices not accepting patients, etc.
Frankly I think we need to start breaking laws. A startup needs to offer straight up good care and fuck the web of infinite regulations which support America's for profit health failure.
Doctors can lose their licenses pretty easily so it's going to have to be a straight tech play. Offer as-good-as-possible care entirely outside of the medical profession. AIs are getting good enough that despite the obvious errors they make they are still better than the nothing-burger of care we get here.
Astrophysics peeps, why is it that the danger seems to be only tied to the mass of the object. Given p=mv is (relative) speed essentially the same for all of them or otherwise inconsequential?
Anyone have reliable numbers on the file sizes here? Doom.exe from my searches was around 715k, and with all assets somewhere around 10MB. It looks like the SD 1.4 files are over 2GB, so it's likely we're looking at a 200-2000x increase in file size depending on if you think of this as an 'engine' or the full game.
I'd like to see a doc that outlines how Reticulum handles standard network failures and attacks. Ok, the network just got partitioned, what happens? Ok someone is spamming announce messages trying to eat the 2% bandwidth allocation of everyone on the network, what happens?
That would help me quickly understand the properties of this system.
"Google is today proud to announce both the advent and the sunsetting of Google TV Streamer. 'We expect fans to love this product for the next 8 months' says product manager Greg Kalhani 'Afterwhich the product will, sadly, be removed and customers will be refunded their money.'"
Please don't do this. Exec'ing arbitrary, obfuscated code you just copied from the internet directly in a running environment is such a bad idea it shouldn't even be suggested.
At the very lease please put huge warnings around this section to let people know that it is a horrendously bad idea and they do it at their own peril.
What's funny to me is that in college we had our computer lab set up such that every computer could be quickly reverted to a good working state just by rebooting. Every boot was from a static known good image, and any changes made while the computer was on were just stored as an overlay on a separate disk. People installed all manner of software that crashed the machines, but they always came back up. To make any lasting changes to the machine you had to have a physical key. So with the right kind of paranoia you can build systems that are resilient to any harmful changes.
Thanks for the detailed response! Fwiw I bet you could get some free academic labor just by offering to let a local PhD student have access to your internal data. (Obviously still not zero effort)