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  • All entries123,303
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  • Concepts7
  • Hardware2,702
  • Industry6,776
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  • Model Releases35,469
  • Research28,731
  • Safety18,972
  • Syntheses30
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Search: “hardware”

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721 results
Hardware

the decade of agents! @theemozilla

DGX agent

the decade of agents! @theemozilla We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with the new OpenShell runtime,

hardwarenous-research--x
1 Jun 2026
Hardware

This pod was an incredible gift to the community: not only our first pod about @xAI, but Ethan really indulged on all our questions on how t…

Human
DGX agent

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DGX agent

This pod was an incredible gift to the community: not only our first pod about @xAI, but Ethan really indulged on all our questions on how to train a SOTA Videogen world model, including specific area

hardwareswyx--x
1 Jun 2026
Hardware

Today we’re announcing London as Runway’s European HQ, and doubling down on our investment in the UK AI ecosystem. In under two years, our L…

DGX agent

Today we’re announcing London as Runway’s European HQ, and doubling down on our investment in the UK AI ecosystem. In under two years, our London team has become central to our research, including fou

hardwarecristobal-valenzuela--x
1 Jun 2026
Hardware

We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with t…

DGX agent

We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with the new OpenShell runtime, which connects Hermes to @Microsof

hardwarenous-research--x
1 Jun 2026
Hardware

We have worked with @nvidia to integrate their official Agent Skills catalog into the Hermes Skills Hub. These skills teach your agent how t…

DGX agent

We have worked with @nvidia to integrate their official Agent Skills catalog into the Hermes Skills Hub. These skills teach your agent how to use CUDA-X libraries, Omniverse and Physical AI workflows,

hardwarenous-research--x
1 Jun 2026
Hardware

We 💚 open source

DGX agent

We 💚 open source So much great work lately from Nvidia, the 'King of American Open-source AI'! - Crossed 1,000 total public repositories on @huggingface (820 models, 249 datasets & 57 spaces) & almost

hardwareclem-delangue--x
1 Jun 2026
Hardware

whoah - Grace + Blackwell chips in a laptop. @Microsoft + @NVIDIA teaming up to take on 6 years of total dominance of Apple Silicon

DGX agent

Microsoft and NVIDIA are partnering to develop laptop chips based on Grace and Blackwell architectures to compete with Apple Silicon's six-year market dominance. This collaboration aims to challenge A

hardwareswyx--x
1 Jun 2026
Hardware

Windows before Jensen revolutionized the PC were dark days Now we have NX1 and all problems will be solved

DGX agent

This post from Dylan Patel discusses how PC graphics capabilities were limited before Jensen (likely referring to Jensen Huang of NVIDIA) introduced revolutionary GPU technology, and suggests that the

hardwaredylan-patel--x
1 Jun 2026
Hardware

is the word for this “rug pull”?

DGX agent

is the word for this “rug pull”? 🚨 SPACEX MAY BE THE BIGGEST INSIDER CASHOUT IN MARKET HISTORY. SpaceX is expected to IPO at a valuation of up to $2 TRILLION. That would instantly make it larger than

hardwaregary-marcus--x
31 May 2026
Local Ai

These are some of my LLM assisted contributions from the past month. Nothing amazing, but I'm slowly getting better at it. Atm, using Qwen3.…

DGX agent

These are some of my LLM assisted contributions from the past month. Nothing amazing, but I'm slowly getting better at it. Atm, using Qwen3.6 27B exclusively. For hardware - switching between M2 Ultra

local-aigeorgi-gerganov--x
31 May 2026
Hardware

卧槽!你随便扔一首 YouTube 歌,它就能直接拆成 6 条独立音轨——人声、鼓、贝斯、吉他、钢琴、其他……全给你扒出来! 这工具叫 StemDeck,GitHub 开源项目,本地跑全程不上传、不注册、不花钱!它基于 Demucs 模型,拆完后给你一个接近 DAW 的界面: 静…

DGX agent

卧槽!你随便扔一首 YouTube 歌,它就能直接拆成 6 条独立音轨——人声、鼓、贝斯、吉他、钢琴、其他……全给你扒出来! 这工具叫 StemDeck,GitHub 开源项目,本地跑全程不上传、不注册、不花钱!它基于 Demucs 模型,拆完后给你一个接近 DAW 的界面: 静音、独奏、拉推子、缩波形、设循环、单轨下载、混音导出……想怎么玩就怎么玩。硬核亮点: 本地全速运行:自动识别 GPU,A

hardwareyann-lecun--x
31 May 2026
Hardware

We took the Hot Wings Challenge to NVIDIA GTC 🌶️ @realDanFu (VP of Kernels) and @sarung (VP of Customer Success) answered some questions ar…

DGX agent

We took the Hot Wings Challenge to NVIDIA GTC 🌶️ @realDanFu (VP of Kernels) and @sarung (VP of Customer Success) answered some questions around AI, one spicy wing at a time. Some people sweat. Some pe

hardwaretogether-ai--x
30 May 2026
Hardware

When you go into something with apprehension, you're going to end up with repulsion

DGX agent

This post likely discusses how approaching a situation with fear or negative expectations can create a self-fulfilling prophecy, resulting in aversion or disgust toward that outcome. Dylan Patel appea

hardwaredylan-patel--x
30 May 2026
Hardware

AI Dark Output: The Visible Cost of Invisible Output Why AI's increasing output is going to be one of the hardest economic measurement probl…

DGX agent

AI Dark Output: The Visible Cost of Invisible Output Why AI's increasing output is going to be one of the hardest economic measurement problems in history. AI 'Dark Output' could end up being the majo

hardwaredylan-patel--x
29 May 2026
Hardware

Elon Musk: “I don't think most people understand just how quickly machine intelligence is advancing. It's much faster than almost anyone rea…

DGX agent

Elon Musk: “I don't think most people understand just how quickly machine intelligence is advancing. It's much faster than almost anyone realizes, even within Silicon Valley and certainly outside Sili

hardwareelon-musk--x
29 May 2026
Hardware

Hot take on what comes next, after the sudden decline of tokenmaxxing: - OpenAI will struggle - with the decline of tokenmaxxing Anthropic w…

DGX agent

Hot take on what comes next, after the sudden decline of tokenmaxxing: - OpenAI will struggle - with the decline of tokenmaxxing Anthropic will struggle (aside from this quarter) to make a profit - Go

hardwaregary-marcus--x
29 May 2026
Hardware

i warned these guys of exactly this problem - no moat because everyone is training on same data - two years ago. and warned them that AI wou…

DGX agent

i warned these guys of exactly this problem - no moat because everyone is training on same data - two years ago. and warned them that AI would become a commodity. now they think they have made some bi

hardwaregary-marcus--x
29 May 2026
Hardware

Jensen Huang called Fireworks 'the TSMC of AI factories' at GTC 2026. Here's the @nvidia CEO's full conversation with our own, @lqiao:

DGX agent

Jensen Huang, NVIDIA's CEO, compared Fireworks to 'the TSMC of AI factories' during a conversation at GTC 2026, highlighting Fireworks' role as a foundational infrastructure provider in the AI industr

hardwaresonya-huang--x
29 May 2026
Hardware

stop asking for rationality @jeffreyleefunk! it won’t happen here! (actually, it will … eventually ...)

DGX agent

stop asking for rationality @jeffreyleefunk! it won’t happen here! (actually, it will … eventually ...) @GaryMarcus As companies reduce AI use in effort to achieve productivity improvements in most co

hardwaregary-marcus--x
29 May 2026
Hardware

This week, I got our GitHub Actions to use @HuggingFace Jobs instead of the default GitHub CI runners, making workflows run on much more rel…

DGX agent

This week, I got our GitHub Actions to use @HuggingFace Jobs instead of the default GitHub CI runners, making workflows run on much more reliable CPUs or even on serverless GPU (that cost less than a

hardwareclem-delangue--x
29 May 2026
Hardware

Together AI serves the two fastest STT models measured by @ArtificialAnlys NVIDIA Parakeet-TDT 0.6B v3 can transcribe 20 hours of speech in …

DGX agent

Together AI serves the two fastest STT models measured by @ArtificialAnlys NVIDIA Parakeet-TDT 0.6B v3 can transcribe 20 hours of speech in under 10 seconds. This deep dive shows the systems work behi

hardwaretogether-ai--x
29 May 2026
Hardware

and see, perhaps further reflection of the death of tokenmaxxing

DGX agent

and see, perhaps further reflection of the death of tokenmaxxing The price to rent an Nvidia H200 just collapsed from 7/hr to 4/hr in three weeks. A -40% drop in the cost of the single most strategic

hardwaregary-marcus--x
28 May 2026
Hardware

The HF science team just made async RL weight sync ~100x cheaper on bandwidth, and you don't need a shared cluster anymore. The problem: eve…

DGX agent

The HF science team just made async RL weight sync ~100x cheaper on bandwidth, and you don't need a shared cluster anymore. The problem: every RL step, the trainer typically has to sync fresh weights

hardwareclem-delangue--x
28 May 2026
Hardware

The price to rent an Nvidia H200 just collapsed from 7/hr to 4/hr in three weeks. A -40% drop in the cost of the single most strategic ass…

DGX agent

The price to rent an Nvidia H200 just collapsed from 7/hr to 4/hr in three weeks. A -40% drop in the cost of the single most strategic asset in tech. When the underlying commodity that powers your ent

hardwaregary-marcus--x
28 May 2026
Hardware

today is (potentially) a great day for the GPU poors if DiffusionBlocks works on fine-tuning existing models, then literally any reasonable …

DGX agent

today is (potentially) a great day for the GPU poors if DiffusionBlocks works on fine-tuning existing models, then literally any reasonable consumer GPU can do LLM fine-tuning will make a video on thi

hardwareclem-delangue--x
28 May 2026
Hardware

Today, we're releasing LFM2.5-8B-A1B, a device-optimized model designed to power real-life applications on phones, laptops, PCs, robots, and…

DGX agent

Today, we're releasing LFM2.5-8B-A1B, a device-optimized model designed to power real-life applications on phones, laptops, PCs, robots, and fast & lightweight server-side use-cases. > 8B MoE, 1.5B ac

hardwareclem-delangue--x
28 May 2026
Hardware

We're open-sourcing the Unigram tokenizer we rebuilt to reduce CPU utilization by 5-6x. Small rerankers and embedders run in single-digit mi…

DGX agent

We're open-sourcing the Unigram tokenizer we rebuilt to reduce CPU utilization by 5-6x. Small rerankers and embedders run in single-digit milliseconds on GPU, making CPU tokenization a meaningful shar

hardwareperplexity--x
27 May 2026
Hardware

After seeing these tweets, I decided to try it out on my own old Ubuntu computer with RTX 1070 GPU (the one that I just upgraded from 16.04 …

DGX agent

After seeing these tweets, I decided to try it out on my own old Ubuntu computer with RTX 1070 GPU (the one that I just upgraded from 16.04 all the way to 24.04 the other day). Asked Codex on my Mac t

hardwareclem-delangue--x
26 May 2026
Hardware

I have been very impressed by @SemiAnalysis_ . I think of myself as a wide ranging systems engineer, looking for value at every level from t…

DGX agent

I have been very impressed by @SemiAnalysis_ . I think of myself as a wide ranging systems engineer, looking for value at every level from the chip specs to the user interface, but SA exposes me to ad

hardwaredylan-patel--x
26 May 2026
Hardware

Inside the 800VDC Revolution – Part 1 Four-Phase 800VDC Transition, Power Rack Economics, SST, Equipment Content/MW Build, Supplier Implicat…

DGX agent

Inside the 800VDC Revolution – Part 1 Four-Phase 800VDC Transition, Power Rack Economics, SST, Equipment Content/MW Build, Supplier Implications https://newsletter.semianalysis.com/p/inside-the-800vdc

hardwaredylan-patel--x
26 May 2026
Hardware

recommended reading. i too am very done with people anthropomorphizing a bunch of matrices on a GPU cluster, especially if the same people d…

DGX agent

recommended reading. i too am very done with people anthropomorphizing a bunch of matrices on a GPU cluster, especially if the same people do not give two fucks about actual human beings. More musings

hardwarejeremy-howard--x
26 May 2026
Hardware

We aren’t going to do this again so quickly, are we? Rising demand results in higher costs. Higher costs result in lower demand. It is almos…

DGX agent

We aren’t going to do this again so quickly, are we? Rising demand results in higher costs. Higher costs result in lower demand. It is almost like some sort of equilibrium is being achieved. But there

hardwareethan-mollick--x
26 May 2026
Hardware

Anthropic is really a mixed bag; they rightly support moderate regulation, but they invite wildly anthropomorphic language about LLMs, and s…

DGX agent

Anthropic is really a mixed bag; they rightly support moderate regulation, but they invite wildly anthropomorphic language about LLMs, and steal IP just like their peers. Anthropic are the bad guys. W

hardwaregary-marcus--x
25 May 2026
Hardware

If I wrote a short, cheap, electronic sequel to Taming Silicon Valley, perhaps with a title like “Getting to an AI that is good for all of h…

DGX agent

If I wrote a short, cheap, electronic sequel to Taming Silicon Valley, perhaps with a title like “Getting to an AI that is good for all of humanity” (perhaps donating proceeds) would you read it and g

hardwaregary-marcus--x
25 May 2026
Hardware

MiniCPM5-1B is an impressive release in the 1B class! @OpenBMB https://huggingface.co/collections/openbmb/minicpm5 ✨ 1B - Apache 2.0 ✨ Hybri…

DGX agent

MiniCPM5-1B is an impressive release in the 1B class! @OpenBMB https://huggingface.co/collections/openbmb/minicpm5 ✨ 1B - Apache 2.0 ✨ Hybrid reasoning with Think / No-Think modes ✨ 128K context ✨ Run

hardwareclem-delangue--x
25 May 2026
Hardware

Taxes screw over both the companies and the states they’re in. Taxes didn’t build those big companies. They show up after the success. They …

DGX agent

Taxes screw over both the companies and the states they’re in. Taxes didn’t build those big companies. They show up after the success. They sure as hell didn’t create Silicon Valley. The sky-high taxe

hardwareelon-musk--x
25 May 2026
Hardware

Our inference stack, optimized for Blackwells, with a novel attention kernel and many new optimizations has started rolling out! It's alread…

DGX agent

Our inference stack, optimized for Blackwells, with a novel attention kernel and many new optimizations has started rolling out! It's already charting on Artificial Analysis, eg: #1 speed and latency

hardwaretogether-ai--x
24 May 2026
Hardware

La plupart des grandes boîtes sont des organisations zombies. Voici pourquoi. Dans League of Legends, ton rang n'est pas un titre. C'est une…

DGX agent

La plupart des grandes boîtes sont des organisations zombies. Voici pourquoi. Dans League of Legends, ton rang n'est pas un titre. C'est une mesure continue. Tu es Master parce que tu joues comme un M

hardwareelon-musk--x
23 May 2026
Hardware

someone else seeing what i am seeing:

DGX agent

someone else seeing what i am seeing: 🚨 MICHAEL BURRY JUST WARNED THE ENTIRE AI BOOM MAY BE BUILT ON TEMPORARY DEMAND. He published a post today calling Nvidia 'the North Star, Orion, the whole Milky

hardwaregary-marcus--x
23 May 2026
Hardware

Happiest birthday to @dylan522p. Welcome to 30 🎂

DGX agent

Dylan Patel, founder of SemiAnalysis, celebrated his 30th birthday. The post is a personal milestone announcement shared on X (formerly Twitter). This appears to be a casual birthday greeting rather t

hardwaredylan-patel--x
22 May 2026
Hardware

PSA: Just added a thousand H100s and H200s to Together on-demand GPU clusters and Dedicated Endpoints: http://api.together.ai/clusters

DGX agent

Together AI announced the addition of 1,000 H100 and H200 GPUs to their on-demand GPU clusters and dedicated endpoints, expanding their available compute resources for users accessing services through

hardwaretogether-ai--x
22 May 2026
Hardware

Fine-tuning used to mean a team, a GPU cluster, and weeks of iteration. Now it's just a CLI command, ~10 min of GPU time, a few cents of com…

DGX agent

Fine-tuning used to mean a team, a GPU cluster, and weeks of iteration. Now it's just a CLI command, ~10 min of GPU time, a few cents of compute. You walk away owning the weights. Open models off the

hardwarefireworks-ai--x
21 May 2026
Hardware

JUST IN: SpaceX pledges to cover all power grid infrastructure upgrade costs associated with its data centers so those costs are not passed …

DGX agent

JUST IN: SpaceX pledges to cover all power grid infrastructure upgrade costs associated with its data centers so those costs are not passed on to local households, per its S-1 filing. JUST IN: COLOSSU

hardwareelon-musk--x
21 May 2026
Local Ai

On prem.

DGX agent

On prem. I'm excited about the new @amd Ryzen AI Halo because we need more local hardware for AI builders! There's something fun and exciting about building on your own machines rather than sending to

local-aiclem-delangue--x
21 May 2026
Hardware

So much for Nvidia’s cash flow. Wild.

DGX agent

So much for Nvidia’s cash flow. Wild. When does circular financing stop? Similar to a Ponzi Scheme, when cash outflows become greater than inflows. In this last quarter, NVDA cash grew by only ~600, a

hardwaregary-marcus--x
21 May 2026
Hardware

Banger take

DGX agent

Banger take Gavin Baker: 'I've been optimistic that the fundamental shortage of wafers, which is really controlled by Taiwan Semi, will prevent a bubble.' 'If Taiwan Semi did what Jensen wanted, Nvidi

hardwaredylan-patel--x
20 May 2026
Hardware

🌍Today we release Mosaic, a probabilistic weather model that shifts the Pareto frontier of ML weather forecasting. It matches the skill of …

DGX agent

🌍Today we release Mosaic, a probabilistic weather model that shifts the Pareto frontier of ML weather forecasting. It matches the skill of state-of-the-art models while generating a 24-member, 10-day

hardwareemad-mostaque--x
20 May 2026
Hardware

Breaking: Andrej Karpathy just filed his Q1 2026 13F. Here's everything you need to know about his recent 13F Top 10 positions: 1. VanEck Se…

DGX agent

Breaking: Andrej Karpathy just filed his Q1 2026 13F. Here's everything you need to know about his recent 13F Top 10 positions: 1. VanEck Semiconductor ETF - SMH - [Put] — 2.04B 2. Nvidia - NVDA - [Pu

hardwaredylan-patel--x
19 May 2026
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