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  • All entries83,164
  • Agents7,154
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  • Industry6,077
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Knowledge catalogue

Search: “hardware”

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525 results
Hardware

This is what latency optimization looks like below the API 👇 Together ATLAS, NVIDIA Blackwell, CUDA, TensorRT-LLM, Dynamo, and custom kerne…

DGX agent

This is what latency optimization looks like below the API 👇 Together ATLAS, NVIDIA Blackwell, CUDA, TensorRT-LLM, Dynamo, and custom kernels all working together to make inference faster for users. P

hardwaretogether-ai--x
7 Jul 2026
AllBlogX PostPaperYouTubeRedditGitHub
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Hardware

Creative structures are needed to get GPUs in the hands of startups + other companies that aren't Meta, OpenAI, Anthropic, SpaceXAI, Microso…

DGX agent

Creative structures are needed to get GPUs in the hands of startups + other companies that aren't Meta, OpenAI, Anthropic, SpaceXAI, Microsoft, Amazon, Google AI Debt Financing will be over $7T of deb

hardwaredylan-patel--x
6 Jul 2026
Hardware

Join us for a fireside chat on where AI research and infrastructure are headed, led by @tri_dao. Hosted by Together AI, @nvidia and Lyra Lab…

DGX agent

Together AI, in partnership with NVIDIA and Lyra Lab, hosted a fireside chat led by Tri Dao discussing current trends and future directions in AI research and infrastructure development. The event bro

hardwaretogether-ai--x
6 Jul 2026
Hardware

“We were going to run out of money.” Groq was 3 weeks away from death and @JonathanRoss321’s leadership team put together a list of layoffs …

DGX agent

“We were going to run out of money.” Groq was 3 weeks away from death and @JonathanRoss321’s leadership team put together a list of layoffs that also would have killed the company. He realized that th

hardwareemad-mostaque--x
6 Jul 2026
Hardware

Groq Founder @JonathanRoss321 explains why all the West Coast VCs missed on investing in Groq: “Typical West Coast VCs are more like lemming…

DGX agent

Groq Founder @JonathanRoss321 explains why all the West Coast VCs missed on investing in Groq: “Typical West Coast VCs are more like lemmings. Ttypical East Coast VCs all think that they're smarter th

hardwareyann-lecun--x
5 Jul 2026
Hardware

First animation from integrated PyTTI C++/CUDA port. I used DD style (@dango233max) CLIP cutouts since that's what I already had in the code…

DGX agent

This post showcases an early animation demonstration from a C++/CUDA implementation of PyTTI (Python Text-to-Image), utilizing CLIP cutout techniques in the style of DD (likely referring to a specific

hardwareemad-mostaque--x
4 Jul 2026
Hardware

God bless America the land of the free and home of the brave 🫡 250

DGX agent

This post likely references the patriotic phrase from the U.S. national anthem, possibly in the context of Dylan Patel's technology industry commentary or analysis. Without access to the specific cont

hardwaredylan-patel--x
4 Jul 2026
Model Releases

The July 4th weekend All-In @theallinpod turned into a long argument about who owns the intelligence layer. The besties think enterprises ju…

DGX agent

The July 4th weekend All-In @theallinpod turned into a long argument about who owns the intelligence layer. The besties think enterprises just woke up to a trap they had been walking into, here's how

model-releasesclem-delangue--x
4 Jul 2026
Hardware

Wow… this is amazing This latest episode of the @theallinpod is a complete referendum of closed source AI (ie. Anthropic/OAI) in a way I hav…

DGX agent

Wow… this is amazing This latest episode of the @theallinpod is a complete referendum of closed source AI (ie. Anthropic/OAI) in a way I haven’t yet heard from industry leaders Open source AI is about

hardwareclem-delangue--x
4 Jul 2026
Hardware

Don't forget, we'll be in Paris for @RaiseSummit. Will we see you there?

DGX agent

Don't forget, we'll be in Paris for @RaiseSummit. Will we see you there? Going to be in Paris for @RaiseSummit? Join us and @nvidia to hear from leaders at both companies on the future of AI inference

hardwarefireworks-ai--x
3 Jul 2026
Hardware

We're releasing the full slides for our 2 hr deepdive session from the AI Engineer World's Fair. We covered how we build inference engines t…

DGX agent

We're releasing the full slides for our 2 hr deepdive session from the AI Engineer World's Fair. We covered how we build inference engines to serve agentic workloads at trillion token production scale

hardwaretogether-ai--x
3 Jul 2026
Hardware

🌍 World’s Largest Hermes Buildathon 10 cities. 5 countries. $750K credits Backed by OpenAI, Convex, Cloudflare, ElevenLabs, Linkup, Dodo Pa…

DGX agent

🌍 World’s Largest Hermes Buildathon 10 cities. 5 countries. $750K credits Backed by OpenAI, Convex, Cloudflare, ElevenLabs, Linkup, Dodo Payments, Hissa Fund & Wispr Flow. Proudly presented by GrowthX

hardwarenous-research--x
2 Jul 2026
Hardware

9/ ParallelKernelBench: Benchmarking LLMs on Multi-GPU Kernel Generation Paper: https://www.alphaxiv.org/abs/2606.parallel-kernel-bench

DGX agent

ParallelKernelBench is a benchmarking framework designed to evaluate large language models' ability to generate optimized GPU kernels for multi-GPU computing environments. The benchmark assesses LLMs

hardwaretogether-ai--x
1 Jul 2026
Hardware

Look who stopped by today! Great time chatting with @dylan522p.

DGX agent

Dylan Patel, a notable tech industry figure, was visited by the post author (Sassine Ghazi), and they had a positive conversation together. The post appears to be a casual social media update sharing

hardwaredylan-patel--x
1 Jul 2026
Hardware

Our research team has 9 papers at ICML next week! Spanning the full stack from frontier agents to GPU kernels, we're excited to share what o…

DGX agent

Our research team has 9 papers at ICML next week! Spanning the full stack from frontier agents to GPU kernels, we're excited to share what our researchers and collaborators have been working on. If yo

hardwaretogether-ai--x
1 Jul 2026
Hardware

When boomer companies get high Anthropic bill, they set spend limits When I see a nearly million dollar Anthropic monthly bill, my first rea…

DGX agent

When boomer companies get high Anthropic bill, they set spend limits When I see a nearly million dollar Anthropic monthly bill, my first reaction is to complain about use of shitty Haiku models Imagin

hardwaredylan-patel--x
1 Jul 2026
Hardware

Featuring the man of the moment @dylan522p @shaunmmaguire in today's Training Data episode. Nobody is a more trusted industry insider to the…

DGX agent

Featuring the man of the moment @dylan522p @shaunmmaguire in today's Training Data episode. Nobody is a more trusted industry insider to the biggest infrastructure build-out in history. The story of h

hardwaresonya-huang--x
30 Jun 2026
Hardware

Project gallery and whitepaper: https://research.nvidia.com/labs/gear/aspire/ ASPIRE is a great collaboration between NVIDIA GEAR lab, UMich…

DGX agent

Project gallery and whitepaper: https://research.nvidia.com/labs/gear/aspire/ ASPIRE is a great collaboration between NVIDIA GEAR lab, UMich, Berkeley, and CMU. Kudos to all the coauthors who pour the

hardwarejim-fan--x
30 Jun 2026
Hardware

Everyone is concerned about Chinese models being banned The entire ecosystem of successful AI startups with real revenue are all catching pr…

DGX agent

Dylan Patel discusses concerns within the AI startup ecosystem about potential Chinese AI model bans and their impact on companies generating significant revenue. The post appears to address industry-

hardwaredylan-patel--x
29 Jun 2026
Hardware

Going to be in Paris for @RaiseSummit? Join us and @nvidia to hear from leaders at both companies on the future of AI inference and infrastr…

DGX agent

Going to be in Paris for @RaiseSummit? Join us and @nvidia to hear from leaders at both companies on the future of AI inference and infrastructure. After that: cocktails and a DJ. Oh la la! See you th

hardwarefireworks-ai--x
29 Jun 2026
Hardware

Nvidia CEO Jensen “@Tesla stack is the most advanced autonomous vehicle stack in the world. I’m fairly certain they were already using end-t…

DGX agent

Nvidia CEO Jensen “@Tesla stack is the most advanced autonomous vehicle stack in the world. I’m fairly certain they were already using end-to-end AI. Whether their AI did reasoning or not in somewhat

hardwareelon-musk--x
29 Jun 2026
Hardware

One day left to submit your projects for the Hermes Agent Accelerated Business Hackathon presented by @NVIDIAAI × @stripe × @NousResearch! S…

DGX agent

One day left to submit your projects for the Hermes Agent Accelerated Business Hackathon presented by @NVIDIAAI × @stripe × @NousResearch! Submissions close 11:59 PM PT tomorrow, June 30th. Last minut

hardwarenous-research--x
29 Jun 2026
Hardware

people in SF be like what's ur superpower 'i won the imo' 'i got 3900 on codeforces' 'I can beat all the leetcoding' Mine is that I can comm…

DGX agent

This post humorously contrasts the competitive achievements people in San Francisco boast about—such as winning the International Mathematical Olympiad, achieving high competitive programming ratings,

hardwaredylan-patel--x
28 Jun 2026
Hardware

NEW paper from NVIDIA. (bookmark it) Speed-of-light performance analysis tells you the theoretical floor of a workload, but teams still deri…

DGX agent

NEW paper from NVIDIA. (bookmark it) Speed-of-light performance analysis tells you the theoretical floor of a workload, but teams still derive it by hand and freeze it. SOLAR automates the whole thing

hardwaredair-ai--x
27 Jun 2026
Hardware

You're a negative Nancy I'm positive Patel

DGX agent

Dylan Patel responds to criticism or skepticism (represented as 'negative Nancy') with an optimistic counterargument (playing on his own name as 'positive Patel'), likely defending a bullish outlook o

hardwaredylan-patel--x
27 Jun 2026
Hardware

Adding my voice to the chorus who are saddened by @Om’s too-early passing.

DGX agent

Adding my voice to the chorus who are saddened by @Om’s too-early passing. Just heartbroken to hear of the passing of the incredible Om Malik. @Om was always a pioneer, a deep thinker, and a truly ori

hardwaregary-marcus--x
26 Jun 2026
Hardware

BREAKING NEWS: OpenAI’s Technical Lead for Compute has returned to OpenAI after joining Meta in April 2026. What is going on at Meta that pe…

DGX agent

BREAKING NEWS: OpenAI’s Technical Lead for Compute has returned to OpenAI after joining Meta in April 2026. What is going on at Meta that people are quitting after only a couple of months? Did Anuj ge

hardwaredylan-patel--x
26 Jun 2026
Hardware

“Scale cannot solve AI’s fundamental problem with accuracy” If my argument @financialtimes, excerpted below, is remotely correct, hyperscali…

DGX agent

“Scale cannot solve AI’s fundamental problem with accuracy” If my argument @financialtimes, excerpted below, is remotely correct, hyperscaling will prove to be among the biggest financial blunders in

hardwaregary-marcus--x
26 Jun 2026
Hardware

The official GLM-5.2 NVFP4 from NVIDIA is now available. Curious how it compares to other quantizations. https://huggingface.co/nvidia/GLM-5…

DGX agent

NVIDIA has released GLM-5.2 NVFP4, a new quantization format for large language models. The announcement invites comparison with alternative quantization methods for performance and efficiency evaluat

hardwareclem-delangue--x
26 Jun 2026
Hardware

Disagree with @mcuban’s opening sentence – I do think some people genuinely hate the noise, blight, impact on electric prices, etc—but he is…

DGX agent

Disagree with @mcuban’s opening sentence – I do think some people genuinely hate the noise, blight, impact on electric prices, etc—but he is quite right that data centers have become a proxy for hate

hardwaregary-marcus--x
25 Jun 2026
Hardware

People don't quite understand how many behind the meter power generation assets are being built for datacenters because the US Grid sucks, d…

DGX agent

People don't quite understand how many behind the meter power generation assets are being built for datacenters because the US Grid sucks, despite the higher cost and complexity. US Grid Constraints:

hardwaredylan-patel--x
25 Jun 2026
Hardware

Without a doubt: A world running foundation models on a billion robots won't be doing it locally. None of the embedded compute will look lik…

DGX agent

Without a doubt: A world running foundation models on a billion robots won't be doing it locally. None of the embedded compute will look like it does today. All of the embedded compute will be wireles

hardwaredylan-patel--x
25 Jun 2026
Hardware

All DOGE required was contact information of the recipients to confirm that funding was not fraudulent. No validated medical funding was sto…

DGX agent

All DOGE required was contact information of the recipients to confirm that funding was not fraudulent. No validated medical funding was stopped. Anything that appeared to be legitimate lifesaving fun

hardwareelon-musk--x
23 Jun 2026
Hardware

.@cartesia runs one of the hardest inference workloads: real-time voice. Their stack has to keep long-lived streams moving, serve millions o…

DGX agent

.@cartesia runs one of the hardest inference workloads: real-time voice. Their stack has to keep long-lived streams moving, serve millions of audio minutes a day, and hold model latency around 90ms. T

hardwaretogether-ai--x
23 Jun 2026
Hardware

i dont think anyone is correctly doing the math around how SpaceX, the NeoCloud+NeoLab, is currently going to market? SpaceX has already rec…

DGX agent

i dont think anyone is correctly doing the math around how SpaceX, the NeoCloud+NeoLab, is currently going to market? SpaceX has already recouped about HALF its investment in Cursor, in compute deals.

hardwareswyx--x
23 Jun 2026
Hardware

LLMs write fast single-GPU kernels. Ask for a multi-GPU one and they fall apart. ParallelKernelBench (PKB) measures how they fail by benchma…

DGX agent

LLMs write fast single-GPU kernels. Ask for a multi-GPU one and they fall apart. ParallelKernelBench (PKB) measures how they fail by benchmarking against 87 problems pulled from real codebases includi

hardwaretogether-ai--x
23 Jun 2026
Hardware

We were honored to welcome His Royal Highness Crown Prince Al Hussein bin Abdullah II and Her Royal Highness Princess Rajwa Al Hussein to Re…

DGX agent

We were honored to welcome His Royal Highness Crown Prince Al Hussein bin Abdullah II and Her Royal Highness Princess Rajwa Al Hussein to Replit in Silicon Valley. It was a privilege to share how AI i

hardwarereplit--x
23 Jun 2026
Hardware

GLM 5.2 x AWS GLM-5.2 is accessible via http://Z.ai GLM API on AWS Marketplace 🚀 Powerful long-horizon autonomous workflows, top-tier codin…

DGX agent

GLM 5.2 x AWS GLM-5.2 is accessible via http://Z.ai GLM API on AWS Marketplace 🚀 Powerful long-horizon autonomous workflows, top-tier coding & multi-step agent reasoning capability, delivered through

hardwarezhipu-ai--x
22 Jun 2026
Hardware

GPU rental index continues to slide

DGX agent

GPU rental prices have declined according to a GPU rental index tracked by Gary Marcus, indicating decreased demand or increased supply in the cloud computing market. This trend suggests potential shi

hardwaregary-marcus--x
22 Jun 2026
Hardware

How much is CoreWeave threatened by SpaceX’s large GPU contracts?

DGX agent

Gary Marcus discusses potential competitive threats to CoreWeave, a GPU cloud computing company, from SpaceX's large GPU contracts and infrastructure investments. The post likely examines how SpaceX's

hardwaregary-marcus--x
22 Jun 2026
Hardware

Join us in our Discord this time tomorrow for Office Hours! Our topic will be the @NVIDIAAI × @stripe × @NousResearch Hermes Agent Accelerat…

DGX agent

Join us in our Discord this time tomorrow for Office Hours! Our topic will be the @NVIDIAAI × @stripe × @NousResearch Hermes Agent Accelerated Business Hackathon which concludes at the end of the mont

hardwarenous-research--x
22 Jun 2026
Hardware

The next generation of inference needs purpose-built infrastructure. Together AI and 5C are deploying NVIDIA GB300 NVL72 systems with high-d…

DGX agent

The next generation of inference needs purpose-built infrastructure. Together AI and 5C are deploying NVIDIA GB300 NVL72 systems with high-density compute, advanced cooling, and AI-optimized storage f

hardwaretogether-ai--x
22 Jun 2026
Hardware

True

DGX agent

True Water usage has been a hot topic in the AI data center world, but the numbers may surprise you. According to the Manhattan Institute, data centers use 0.2 percent of daily water usage in the U.S.

hardwareelon-musk--x
22 Jun 2026
Hardware

GTA 6 leaked DLC, Scili Valley, might just be PEAK gaming!!

DGX agent

This post speculates about a potential GTA 6 DLC called 'Scili Valley' based on leaked information, with the author expressing enthusiasm about its potential as a gaming experience. The post appears t

hardwaredylan-patel--x
21 Jun 2026
Hardware

MaineCoon is the first video model that focuses on social interactions: facial expressions, emotions, fluid conversation, audio-lip sync, et…

DGX agent

MaineCoon is the first video model that focuses on social interactions: facial expressions, emotions, fluid conversation, audio-lip sync, etc. Really impressive inference specs: 22B params, 47.5 FPS o

hardwarefrancois-chollet--x
21 Jun 2026
Hardware

Hot take: GLM 5.2 might be the first open/public model that actually changes the enterprise AI cost equation. I played with it for a few hou…

DGX agent

Hot take: GLM 5.2 might be the first open/public model that actually changes the enterprise AI cost equation. I played with it for a few hours today after friends told me to stop ignoring it. I expect

hardwareclem-delangue--x
20 Jun 2026
Hardware

POV: enjoying the von Neumann architecture during the great memory shortage of 2026

DGX agent

This post likely presents a humorous or satirical perspective on experiencing computing systems based on the von Neumann architecture during a hypothetical memory shortage in 2026, possibly commenting

hardwaredylan-patel--x
20 Jun 2026
Hardware

Speculation Is All You Need. In this blog post, we announce the co-release (w/ Z Lab) of six more state-of-the-art DFlash speculators for @A…

DGX agent

Speculation Is All You Need. In this blog post, we announce the co-release (w/ Z Lab) of six more state-of-the-art DFlash speculators for @Alibaba_Qwen 3.x. Over 1k output tps for 3.5 122B-A10B on a B

hardwareclem-delangue--x
20 Jun 2026
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