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hyperluz

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arxiv.org 1y ago

Titans: Learning to Memorize at Test Time

hyperluz
5pts2
bigthink.com 2y ago

Logic and reasoning can fail as scientific tools

hyperluz
2pts1
souandrerodrigues.medium.com 2y ago

How to not burn your SDI / HDMI Ports

hyperluz
2pts0
www.forbes.com 2y ago

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

hyperluz
1pts0
venge.net 2y ago

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

hyperluz
2pts0
www.wits.ac.za 2y ago

'Teleporting' images across a network securely using only light

hyperluz
3pts0
www.tomshardware.com 2y ago

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

hyperluz
35pts17
www.westernsydney.edu.au 2y ago

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

hyperluz
14pts6
www.newscientist.com 2y ago

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

hyperluz
4pts1
docs.rs 2y ago

What is Rust doing behind the scenes?

hyperluz
6pts3
techcrunch.com 2y ago

Decentralized communication protocol Matrix shifts to less-permissive AGPL

hyperluz
24pts4
www.pcmag.com 2y ago

8K TVs: Not Dead Yet, but Pretty Close

hyperluz
23pts25
hackaday.com 2y ago

Light Emitting Logic Gates Built from Scratch

hyperluz
4pts0
www.noodle.com 3y ago

What Is Abstraction in Computer Science? [and Why Does It Matter?]

hyperluz
2pts0
www.eetimes.com 3y ago

Rain Neuromorphics trained a neuralnet on an analog chip–an array of memristors

hyperluz
2pts1
www.backupcentral.com 3y ago

Is M-Disc the ultimate archive medium for SMBs and home users?

hyperluz
2pts1
www.physicsforums.com 3y ago

How to Better Define Information in Physics

hyperluz
2pts0
languagelog.ldc.upenn.edu 4y ago

A modern discussion on the difference between data and information

hyperluz
4pts0
slatereport.com 4y ago

The privatized internet has failed us

hyperluz
94pts9
itwire.com 4y ago

Patching is security industry's 'thoughts and prayers': ex-NSA man Aitel

hyperluz
3pts1
www.phoronix.com 5y ago

Linux 5.14 Can Create Secret Memory Areas with Memfd_secret

hyperluz
16pts2
uxdesign.cc 5y ago

The UX issues of development frameworks

hyperluz
1pts0
thinkeranalytix.org 5y ago

ThinkerAnalytix: Non-profit startup from Harvard about argument mapping

hyperluz
1pts0
www.extremetech.com 5y ago

CPU Manufacturers Are Pushing the Boundaries of CMOS and Starting to Pay for It

hyperluz
8pts1
www.bloomberg.com 5y ago

U.S. Billionaires Faced Tax Rates as Low as 0%: ProPublica

hyperluz
10pts3
pacojariego.me 5y ago

The AI Economist: Let’s Automate Politicians Away (May, 17 2020)

hyperluz
2pts0
finance.yahoo.com 5y ago

The World Economy Is Suddenly Running Low on Everything

hyperluz
4pts0
medium.com 5y ago

Which consumes more power: Banks or Bitcoins? (2018)

hyperluz
1pts1
www.bloomberg.com 5y ago

Zoom Mostly Defeats Lawsuit over User Data Privacy, Zoombombing

hyperluz
2pts0
tinyhack.com 5y ago

Reverse Engineering a Flutter App by Recompiling Flutter Engi

hyperluz
4pts0

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.

"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."

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).

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.

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")

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.

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).

Since there is no space inside my house, to put a decent sized blackboard and I don't have free access to one, maybe blackboards aren't so democratic as one would wish.

I like these explicit and "transparent" computers. Does anyone know of a similar computer using LEDs as logical gates in a way we can "see" what and how things are being computed?

All this kind of experiments and how humanity still deal with othes species to get meat, is something strait of a science fiction depicting an evil alien race... where the evil alien race is the human race, in our current reality.

There are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle. -- Albert Einstein

This tool stands on the shoulders of giants. To work its magic, it runs the following commands:

rustc -Zinspect=hir, for retrieving the HIR. rustfmt, for formatting the output. prettyprint, for syntax-highlighting, which is just a wrapper around the awesome syntect and bat crates.