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hyperluz

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Titans: Learning to Memorize at Test Time

arxiv.org
5 points·by hyperluz·vorig jaar·2 comments

[untitled]

1 points·by hyperluz·2 jaar geleden·0 comments

Logic and reasoning can fail as scientific tools

bigthink.com
2 points·by hyperluz·2 jaar geleden·1 comments

How to not burn your SDI / HDMI Ports

souandrerodrigues.medium.com
2 points·by hyperluz·2 jaar geleden·0 comments

Some benefits and challenges of having an AI as the president of a major country

forbes.com
1 points·by hyperluz·2 jaar geleden·0 comments

Rust for "modern" C++ devs – Graydon Hoare, March 2022 [pdf]

venge.net
2 points·by hyperluz·3 jaar geleden·0 comments

'Teleporting' images across a network securely using only light

wits.ac.za
3 points·by hyperluz·3 jaar geleden·0 comments

Today's heavy RTX 4090s GPUs plagued with cracking around PCIe slots

tomshardware.com
35 points·by hyperluz·3 jaar geleden·17 comments

The first supercomputer capable of simulating the human brain in real time

westernsydney.edu.au
14 points·by hyperluz·3 jaar geleden·6 comments

Neuromorphic computer that simulates entire human brain will switch on in 2024

newscientist.com
4 points·by hyperluz·3 jaar geleden·1 comments

What is Rust doing behind the scenes?

docs.rs
6 points·by hyperluz·3 jaar geleden·3 comments

Decentralized communication protocol Matrix shifts to less-permissive AGPL

techcrunch.com
24 points·by hyperluz·3 jaar geleden·4 comments

8K TVs: Not Dead Yet, but Pretty Close

pcmag.com
23 points·by hyperluz·3 jaar geleden·25 comments

Light Emitting Logic Gates Built from Scratch

hackaday.com
4 points·by hyperluz·3 jaar geleden·0 comments

comments

hyperluz
·5 maanden geleden·discuss
Split mode is completely broken since 26.2.
hyperluz
·6 maanden geleden·discuss
The Sega Genesis was the last console with a "game console", "non-domestic-PC", and "non-toy" auras, for me. At a non-internet time, game consoles were like magnets for socialization and for making friends through shared experiences. I never knew who David Rosen was. Unfortunately only today I know who he was. And he was the kind of person that did significant work that influenced and nourished the imagination and experiences of many young people and adults. Thanks a lot for Sega, for the arcades, for the Master System, for Akai Koudan Zillion and for the Mega Drive/Genesis, Mr. David Rosen. Rest in peace.
hyperluz
·vorig jaar·discuss
Sony bricked my WF-1000XM4 by overheating its batteries. Some users reported things melting. $250,00 of my work straight to the trash bin. Thank you Sony...not.
hyperluz
·vorig jaar·discuss
"Over more than a decade there has been an extensive research effort on how to effectively utilize recurrent models and attention. While recurrent models aim to compress the data into a fixed-size memory (called hidden state), attention allows attending to the entire context window, capturing the direct dependencies of all tokens. This more accurate modeling of dependencies, however, comes with a quadratic cost, limiting the model to a fixed-length context. We present a new neural long-term memory module that learns to memorize historical context and helps attention to attend to the current context while utilizing long past information. We show that this neural memory has the advantage of fast parallelizable training while maintaining a fast inference. From a memory perspective, we argue that attention due to its limited context but accurate dependency modeling performs as a short-term memory, while neural memory due to its ability to memorize the data, acts as a long-term, more persistent, memory. Based on these two modules, we introduce a new family of architectures, called Titans, and present three variants to address how one can effectively incorporate memory into this architecture. Our experimental results on language modeling, common-sense reasoning, genomics, and time series tasks show that Titans are more effective than Transformers and recent modern linear recurrent models. They further can effectively scale to larger than 2M context window size with higher accuracy in needle-in-haystack tasks compared to baselines."
hyperluz
·2 jaar geleden·discuss
Maybe it's time to use GPUs for doing AI calculations.
hyperluz
·2 jaar geleden·discuss
Is that happening because Earth is loosing its magnetic field and the end is near? ;)
hyperluz
·2 jaar geleden·discuss
You're welcome and I'm glad you appreciated. Also, thank you for your insights. About "Open Insight", I think it's not so open at the moment, since I couldn't find any kind of code repository. Maybe it is at an early design phase. Decidim.org is made with Ruby on Rails (good for fast prototyping, but a questionable choice for a critical system, IMHO).
hyperluz
·2 jaar geleden·discuss
I think those investing efforts and time developing participatory democracy systems, are trying to solve these kind of communication and reasoning problems.

Examples: https://www.noemamag.com/tomorrows-democracy-is-open-source/

and

decidim.org
hyperluz
·2 jaar geleden·discuss
Don't know why someone flagged u/lioeters message: "The U.S. is tooling up Japan for war."

It's so true. Japan "has been buying" high tech war tools from USA, like self-dismantling F-35s, for some time now.
hyperluz
·2 jaar geleden·discuss
Facebook owns Whatsapp and I feel compelled to use it.
hyperluz
·2 jaar geleden·discuss
I don't know if there is a concrete source of your claiming.

Even if there is, it's probably restricted to the USA.

At relevant parts of the USA, house sizes are being compressed.

Source: The New York Times

Title: The Great Compression

Date: 02/17/2024

Link: https://www.nytimes.com/2024/02/17/business/economy/the-grea...

Edit: formating
hyperluz
·2 jaar geleden·discuss
IMHO the advancements in technology related with industries in which the end product is digital (movies, animation, texts, programs, etc.,) instead of fundamental spatial services like automation of food productions, cleaning, garbage collection, house building, etc., is a direct consequence of physical space being a luxury around the world, with housing and renting prices skyrocketing.

The Garage Culture is a privilege of few.

Most working-class people are accepting to live into small boxes without space for even a table destined to drawing, reading and studying. Instead, they soon will use virtual desktops inside cheap Chinese Apple Vision Pros clones. Life will get harder and unhealthier.

While designers and some scientists know the importance of physical areas for developing certain activities, most people don't and are subjecting themselves and their children to sad living conditions.

edit: typo ("de" -> "the")
hyperluz
·2 jaar geleden·discuss
Maybe there's people thinking that now that "we" have Apple Vision Pros and Meta Quests 3, the work class can live inside small boxes.
hyperluz
·2 jaar geleden·discuss
[flagged]
hyperluz
·2 jaar geleden·discuss
TIL Nature is failing to help the world to have more clear scientific communication. What a shame!
hyperluz
·2 jaar geleden·discuss
So, many researchers don't use terms with due care. And many article are rejected by Nature.
hyperluz
·2 jaar geleden·discuss
For me, it was, because it was informatve and I'm tired of imprecision, terms overloading, ambiguity and indirectnesses.

Take a look at the Rust's crate.io mess, for example, where people misuse "crate" all the time.
hyperluz
·2 jaar geleden·discuss
IMHO should be coupled with some videos comparing the Roman empire with the USA empire: https://www.youtube.com/watch?v=CNv1lX9IIfU
hyperluz
·2 jaar geleden·discuss
My yahoo e-mail account was Yahoo-ed (one day, I logged in on it to find Yahho deleted all my e-mails (some of then important and others of sentimental value), due to account inactivity for a new arbitrary number of days not previously informed.
hyperluz
·3 jaar geleden·discuss
Recently I bought a paper notebook and pens to make companion to my ipad+pencil+OneNote combo, for my Rust programming studies and anotations.

Before buying the notebook I researched what kind of notebook Einstein used to work on. Spyral x brochure, kind of paper and size were considered.

Something was off with the digital solution. I can't ellaborate exactly what was/is the problem, but I'm not abandning it. I use it when it feels more up to the task (ex:storing images and coying a big text from the internet).