Discover and read the best of Twitter Threads about #hardware

Most recents (24)

Yann LeCun, a true pioneer of AI, emphasizes the importance of Open Science in driving progress in AI. Let's dive into his insights on the Future of AI and why Open Science is crucial for its development. #YannLeCun #OpenScience #FutureOfAI Fireside Chat | Yann LeCun ...
🧐LeCun believes that the future of AI lies in developing systems that can learn from fewer examples and generalize better. This requires a deeper understanding of the underlying principles of intelligence. #AI #Generalization #Intelligence
🤝LeCun created FAIR @MetaAI, a research organization within Meta, to make long-term investments in AI research at scale. He emphasizes the importance of open science in AI research, where researchers share their data and findings openly to accelerate progress. #Fair #OpenScience
Read 10 tweets
🎉 Big news from the #HyperCycle community! We're delighted to announce a major step forward in our journey to redefine #blockchain technology. We're partnering with Cryptopia Group to launch our Node License Program. 🤖 🖥️ Link in next tweet ⤵️ (1/12) Image
Read more about this groundbreaking partnership in our latest Medium article. We're excited to share more about our vision and the upcoming Node License Program with Cryptopia Group @Cryptopia_ytube. Dive in! (2/12)
@Cryptopia_ytube This collaboration follows the successful TGE, marking the evolution of HyperCycle as we aim to pioneer a powerful and efficient blockchain network with our new Layer 0++ blockchain infrastructure. Read more about TGE here: (2/12)

#layer0 #layer1 Image
Read 12 tweets
Have you ever heard of a Reality Index?
Neither have I until about a week ago.

Today I'm going to dive into an AI network that is combining paradigms of AI, autonomous robotics, and Blockchain, to prompt realities into existence.


👇 Image
Week #1 the core team behind Roko proposed via snapshot and acquired the following node infrastructure.

2 Million $POND tokens for running relays on @MarlinProtocol layer zero relay network.

1034 $TAO for delegating to @bittensor_ validators for decentralized computation
Read 21 tweets
💥 La IA y la blockchain están revolucionando la banca/sistema financiero. 🤑 ¿Quieres saber cómo? 🤔🧵

Automatización y lectura de datos sin intermediarios de forma segura + rápida y eficiente.

#IA #blockchain #banca #financiero #transformación

Artwork creado con Dall-E 2
Nace una manera más asertiva hacia un sistema que puede ser descentralizado y depender menos de las personas y + del código. Sistemas🤖que aceleren la evolución y seguridad de este.
Formar colectivamente la mente de una comunidad regida por IA

SophiaDAO es una organización abierta a todo tipo de actividades! 🤖 Desde software y hardware de código abierto hasta obras de arte únicas y colaboraciones con artistas. 🎨 ¡No hay límites! 🚀 #SophiaDAO #actividades #software #hardware #artes #colaboraciones
Read 13 tweets
[1/🧵] I've been reading a lot about #XRPL #scalability recently.

Let me quickly go through how #XRPL performs and #scales on these metrics:

▶️ Scale up "vertically"
▶️ Scale out "horizontally"
▶️ High volume & High value TX
▶️ High value & Low speed Source:
[2/17] 👉 Asynchronous TX speed—Scale up "vertically"

In contrast to #DAG-based systems, which operate in "chaotic order" and execute transactions in parallel, the #XRPL validates transactions in canonical transaction order—one Ledger at a time.

. . .
[3/17] . . .

❓ The approach for #DLT/#Blockchain-based systems such as #XRPL:
☑️ "Payment Channels"

🧐 It's a sophisticated feature for transmitting "asynchronous" #XRP #payments that may be broken into extremely small amounts and paid in total order afterwards.
. . . Source:
Read 19 tweets
Let's breakdown what it takes to have "the cheapest smartphone in Africa, made in Kenya, Made In Kenya" really means.🧵PS. This is what I do for a living.
#ElectronicsManufacturing #MadeInKenya
2. There are 4 key requirements to make this work.
- IP of Smartphone design
- Component supply
- Certified Manufacturing facility
- Trained Personnel
I will address the distribution channels as that exists.
Video is our SMT line producing a PCB panel with 600+ components
3. IP Smartphone Design
It takes a long time to develop and certify a new smartphone design. Obviously this will not meet the stated timelines. Thus the fastest path to success is to license an existing $40 smartphone design from an ODM.
Read 10 tweets
Decision trees based Machine Learning models are some of the best performant algorithms in eras of predictive capability, especially on small and heterogenous datasets.

They also provide an unparalleled level of interpretability compared to all other non-linear algorithms. However, they are very hard to optimize on Von Neumann architecture machines due to their non-uniform memory access patterns.

In groundbreaking work published in Nature Communications a team of researchers has shown that analog content addressable memory (CAM) devices with in-memory calculation can dramatically accelerate tree-based model inference, as much as 10**3 over the conventional approaches 3/4
Read 4 tweets

When #cryptocurrency projects distribute their native #tokens straight to their customers' wallets.

[#web3 glossary thread]

Important or insider knowledge, notably about the value of #digital assets such as #cryptocurrencies and #NFTs; a measure of an investment's return over and above that of the market or other benchmark.

[#web3 glossary thread]

Formerly used to describe any #cryptocurrency that wasn't #Bitcoin; however, #altcoin is now used to describe any new cryptocurrency with a low market valuation.

[#web3 glossary thread]
Read 102 tweets
Check out the best 65% mechanical gaming keyboards in 2022 in this article.
- 10 best keyboards you wanna get your hands on
- Detailled review of each keyboard…
#gamingkeyboard #GamingSetup #hardware Mechanical keyboard
If your looking for those trendy Japanese keycaps then look no further as we have compiled a list of the best Japanese keycaps that you can find on the internet.…
#keycaps #KeyboardWarrior
@threadreaderapp unroll #gaming
Read 3 tweets
1/26 Since I'm finishing let me praise the team for what we've achieved in @turris_cz over the past 2,5 years.

...and let me remind you that those were years of the Covid pandemic, years of the biggest supply chain disruptions, and semiconductor shortages in the past 4 decades
@turris_cz 2/26 yet we managed to grow and continued to improve

#Sales and #Production

and that deserves applause for everyone involved! 🚀

This is approx how our sales grew over the years, excluding initial #indiegogo campaigns in the early days.

Not bad, right! Image
@turris_cz 3/26 This is how the sales would look with initial IGG campaign numbers included. (yes, we don't provide numbers on purpose, it's for your imagination) Image
Read 26 tweets
Excited to share my first foray into music-making hardware! The Abacuysnth is designed to be easy and fun to play regardless of musical background -- it's a physical implementation of some ideas I've been experimenting with in software.

#synth #synthesizer #hardware #music #dsp
Here are some photos after I painted it... Thank you @GalaxyKate for your amazing research into Casual Creators which I found invaluable for designing in this space! (…) ImageImageImageImage
Inside there is a Daisy Seed microcontroller by @electrosmithco that process the sensors and generates the sound — check out the more on the process here:…
Read 10 tweets
🧵 𝑷𝒓𝒊𝒐𝒓𝒊𝒕𝒊𝒆𝒔 𝒊𝒏 𝑯𝒊𝒈𝒉-𝑻𝒆𝒄𝒉 & 𝑺𝒆𝒎𝒊𝒄𝒐𝒏: 𝒂 𝑫𝒖𝒕𝒄𝒉 𝒓𝒆𝒈𝒊𝒐𝒏𝒂𝒍 𝒓𝒆𝒇𝒍𝒆𝒄𝒕𝒊𝒐𝒏 - The High Tech and Semiconductor region in the Brainport Eindhoven is responsible for approximately 40% of all patents in the NL 1/4
Two (of the many) reasons are 1) the presence of strong campuses and, 2) the presence of global, often Dutch found and hardware-oriented, companies. #Semicon #HighTech #Branport #Eindhoven 2/4
As value continuous to shift from Hardware to Software, we see a set of enabling dependent priorities to secure their future vision and market position.
💎 1. Integrate ‘data and analytics’ everywhere along the value chain
🔧 2. Future engineering practices
Read 5 tweets
#Highlights2021 for me: our #survey on efficient processing of #sparse and compressed tensors of #ML/#DNN models on #hardware accelerators published in @ProceedingsIEEE.
RT/sharing appreciated. 🧵
Context: Tensors of ML/DNN are compressed by leveraging #sparsity, #quantization, shape reduction. We summarize several such sources of sparsity & compression (§3). Sparsity is induced in structure while pruning & it is unstructured inherently for various applications or sources. Various sources induce stru...Common structures of sparsi...
Likewise, leveraging value similarity or approximate operations could yield irregularity in processing. Also, techniques for size-reduction make tensors asymmetric-shaped. Hence, special mechanisms can be required for efficient processing of sparse and irregular computations.
Read 12 tweets
Daily Bookmarks to GAVNet 11/11/2021…
Yacht Full of Climate Scientists Plots Giant Sea Gate to Save Manhattan…

#ClimateChange #mitigation #manhattan #SeaGate
Read 8 tweets
@Walmart disrupting the healthcare market and its #cybersecurity implications - #Thread 1/7

That's big news, as Walmart has the power to change this market completely

@lauralovett7 describes it accurately as a shake up in this article on @MobiHealthNews…
With over 200M weekly customers and over 4000 stores in medically unserved communities (MUC), this retail giant’s power is enormous.

In fact it’s nothing new, as @amazon is already taking part in the healthcare market via @PillPack, their medicine delivery services. 2/7
The distribution of medical services for this market leader in the coming years will most likely involve cutting edge tech, including AI models and machine learning to allow a full transformation of required data. 3/7
Read 8 tweets
[Thread] Aujourd'hui nous allons voir 9 erreurs de débutants #crypto dans le domaine de la sécurité.

En tant que débutants et même expérimentés, vous ne DEVEZ PAS prendre de risque avec votre #cryptomonnaie.

La sécurité est un pilier #fondamental si vous voulez perdurer. ⬇️
1) Communiquer la clé privée de son #wallet

La clé privée est l'accès LIBRE à l'ensemble de la #crypto disponible sur votre wallet.

On ne donne JAMAIS sa clé privée car comme son nom l'indique, elle doit restée TOTALEMENT privée et surtout pas sur un site #web tier. Image
2) Perdre sa clé privée ou la "seed" de son #Wallet

Si vous perdez votre #seed/clé privée, vos fonds seront bloqués à jamais dans la #blockchain et tout sera perdu.

Votre clé privée/seed doit être stockée dans un lieu sûr et dans lequel elle ne risque pas d'être détruite. Image
Read 12 tweets
Was man aus den #CryptoLeaks/#CryptoAG - Skandal als #Konsequenz ziehen muss:

Nur #OpenSource #Hardware & #Software die unabhängig auditiert wird und reproduzierbar gebaut werden kann, kann sicher sein.

#MisstrautAuthoritäten - erst recht jenen, die sich #rechtsstaatlich|er #Kontrolle und #öffentlich|er #Transparenz verweigern!

Ich bezweifle, dass der #BND und/oder #BfVS sich nur um #Kommunikation und #Infiltration interessierten...

Erst recht, da man nur allzugern #Folter - auch an nachweislich Unschuldigen - mag.
Read 9 tweets
Daily Bookmarks to GAVNet 12/16/2020…
10 Best Non-War History Books of 2020 | RealClearHistory…

#book #history
The Technium: The Shirky Principle…

#shirky #principle
Read 8 tweets
Our CEO discovered #Bitcoin in 2009 on @HackerNews and became quickly fascinated by it through his interests in peer-to-peer technologies and finance. He started trading #Bitcoins in 2010 and implemented his own #Bitcoin client not much later to understand the protocol in detail
Since then, he has been following it for more than 10-years through three distinct periods he calls; “Ealy stages (2009–2013)”, “Becoming Mainstream (2014–2017)”, and “#Altcoin Explosion (2018 -2020)”
Although the value of #Bitcoin and other #Cryptos have increased, they did not become as successful as he thought they could...
Read 27 tweets
Just had a wild idea, so bear with me:
Imagine an #opensource #cryptocrowdfunding model for software products, the kind you buy from @awscloud @Azure @GCPcloud and also the smaller players like @digitalocean and @Rackspace m, where there are no hardware licenses. 1/
You don’t even have to run the software or have access to the hardware running it in this model. Instead of #softwarelicensing, #developers set #crypto #staking thresholds which act as #digitalaccesscontroltokens; #stake x of whichever #Crypto, or y of another, with a discount 2/
when using the project’s #sidechain. So you get staking setup, and essentially get #APIkeys which allow you to join the network in r/w mode. Or you could say to heck with all that, I just want to pay someone. You can pay the network directly to do the work the software does. 3/
Read 10 tweets
1) India is assembling lots of phones and other electronic instruments.

But the key components - like the processors, display panels, memory chips, cameras, are heavily imported. Nearly 80% of these components come from outside India, with 67% from only one country - China!
2) Microchips or semiconductor integrated chips, are the building blocks of a laptop or a smartphone.

They are produced in Semiconductor Fabrication Plants, known as FABs in short. This is where silicon is turned into microchips.

3) There are 170 commercial FABS in the world, but.. not a single globally reputed FAB in India!

ISRO & DRDO have their own FABs, but they are for Space and Defence tech only. Indians have designed nice microchips like Shakti and Ajit. But India lacks the FAB or foundry for them
Read 5 tweets
#DevOps evolved to #DevSecOps to consider #security.
Same way we need to evolve #mlops to #mlsecops to consider issues of security considering #AI.
Over time for #iot also we need to ammend #DevOps to consider #IOTOps where we combine #hardware and #SoftwareEngineering together in #agile fashion.
Put a #cybersecurity flavor and it will evolve to #iotsecops.
Combine #iotsecops, #DevSecOps and #mlsecops together and we are looking first time at holistic and cross cutting #agile development paradigm encompassing #SoftwareEngineering, #hardware, #iot , #ml, #AI and #security.
I am still searching for a good name for it.
Read 3 tweets
¿Sabes cómo se preserva un juego #arcade? El proceso para que un juego sea jugable en un emulador es laborioso. Incluso es posible que su hardware sea tan complejo que no llegue ni a emularse. Abrimos hilo para contarte esta y otras curiosidades. #SomARCADE ImageImage
Antes de poder obtener la información de su rom, es decir, la contenida en el chip del juego, hay que documentar gráficamente el hardware con fotos de todos los componentes. Esta información será de gran valor más adelante. ImageImageImage
Una vez documentado el hardware, hay que realizar la extracción de los datos, es decir, el propio juego, con sus gráficos, sonido, controles y otros elementos. Cada archivo creado tiene un nombre específico que resultará imprescindible despues. ImageImage
Read 10 tweets
Поздноночный прощальный тред про железо
Ниже 2 сабтреда, один про серваки (aka девбоксы), другой маленький с моим имхо про ноуты.
Если останутся вопросы приходите в ods канал #hardware, я (@hexfaker) или кто-то еще обязательно ответят.
Кому будет полезен свой девбокс:
- Если вы каглер, и много обучаете вам будет проще жить потому что нет ограничений на время как на кагле, или будет дешевле если сейчас вы учитесь в облаке
Read 50 tweets

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