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  • All entries123,303
  • Agents10,352
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  • Concepts7
  • Hardware2,702
  • Industry6,776
  • Local Ai6,847
  • Model Releases35,469
  • Research28,731
  • Safety18,972
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Search: “hardware”

GridTimelineEvolution
721 results
Hardware

Super interesting paper from Meta. Long-horizon research agents are coming. But one common problem with research agents today is the lack of…

DGX agent

Super interesting paper from Meta. Long-horizon research agents are coming. But one common problem with research agents today is the lack of originality and how to decide what experiments are worth ex

hardwaredair-ai--x
1 Sept 2026
Human
DGX agent

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Hardware

GPU World: A story competition from Neal Stephenson, Gwern, and me. The AI future is unevenly distributed. What would the world look like wi…

DGX agent

GPU World: A story competition from Neal Stephenson, Gwern, and me. The AI future is unevenly distributed. What would the world look like with AI broadly diffused, such as if we had one GPU per person

hardwareemad-mostaque--x
31 Aug 2026
Hardware

→ rollout throughput: generation speed and GPU utilization → weight sync: fresh weights on the rollout deployment every step → correctness: …

DGX agent

→ rollout throughput: generation speed and GPU utilization → weight sync: fresh weights on the rollout deployment every step → correctness: trainer and inference engine agreeing on the same model Cofo

hardwarefireworks-ai--x
31 Aug 2026
Hardware

Double standard @sama . Exactly two years ago, he belittled @dylan522p as the 'SemiAnalysis' guy after not liking a Google analysis. Altman'…

DGX agent

Double standard @sama . Exactly two years ago, he belittled @dylan522p as the 'SemiAnalysis' guy after not liking a Google analysis. Altman's now kissing Dylan's ass, inviting SemiAnalysis to OpenAI l

hardwaredylan-patel--x
28 Aug 2026
Hardware

HuggingFace now comes in a signature leather jacket

DGX agent

Nvidia has agreed to acquire Hugging Face for **$12.9 billion** in an executive‑level announcement. The deal marks a significant expansion of Nvidia’s AI ecosystem, bringing Hugging Face’s open‑source

hardwaredavid-ha--x
27 Aug 2026
Hardware

Amazing! 🥳 Thanks @vllm_project for getting Qwen3.8-Flash-Next running on NVIDIA and AMD from day 0.

DGX agent

Amazing! 🥳 Thanks @vllm_project for getting Qwen3.8-Flash-Next running on NVIDIA and AMD from day 0. Qwen3.8-Flash-Next from @Alibaba_Qwen has day-0 support in vLLM, verified on NVIDIA and AMD GPUs. 🎉

hardwareqwen--x
26 Aug 2026
Hardware

Had a lot of fun chatting again with my twin brother @dylan522p We went through lab economics over the next few years - the shift from infer…

DGX agent

Had a lot of fun chatting again with my twin brother @dylan522p We went through lab economics over the next few years - the shift from inference to training as RSI draws near; and how Anthropic and Op

hardwaredylan-patel--x
25 Aug 2026
Hardware

OpenAI Jalapeno is spicy Usually first generation chips aren't competitive, but OpenAI is beating Nvidia Blackwell and even Rubin This is hu…

DGX agent

OpenAI Jalapeno is spicy Usually first generation chips aren't competitive, but OpenAI is beating Nvidia Blackwell and even Rubin This is huge news! We got to go into OpenAI's lab to dissect their new

hardwaredylan-patel--x
25 Aug 2026
Hardware

Since announcing Jalapeño, our first custom inference chip, we’ve been testing it and the system around it. The results show a major advance…

DGX agent

Since announcing Jalapeño, our first custom inference chip, we’ve been testing it and the system around it. The results show a major advance: more intelligence from every watt and faster responses, de

hardwareopenai--x
25 Aug 2026
Hardware

Very interesting new work from Prime Intellect. Prime Agent is an impressive open-source self-improving harnesses. It's a harness for long-h…

DGX agent

Very interesting new work from Prime Intellect. Prime Agent is an impressive open-source self-improving harnesses. It's a harness for long-horizon agent work. A persistent IPython REPL lets the model

hardwaredair-ai--x
25 Aug 2026
Hardware

In the fight to defend openness in AI, the Marin project is a precious demonstration of openness in model training, with open code, data, re…

DGX agent

In the fight to defend openness in AI, the Marin project is a precious demonstration of openness in model training, with open code, data, recipes, even experimental results. Releasing AI research open

hardwareandrew-ng--x
24 Aug 2026
Hardware

Perplexity has low tens of millions in revenue a month, and I’m not even talking about how much they lose. Nvidia had to step in to boost th…

DGX agent

Perplexity has low tens of millions in revenue a month, and I’m not even talking about how much they lose. Nvidia had to step in to boost their valuation and give them first aid, either through cloud

hardwaregary-marcus--x
24 Aug 2026
Hardware

SpaceX, in partnership with Nvidia, has designed a space-optimized Vera Rubin NVL72 system for launch to orbit in Q4 next year, with signifi…

DGX agent

SpaceX, in partnership with Nvidia, has designed a space-optimized Vera Rubin NVL72 system for launch to orbit in Q4 next year, with significant scale in 2028 The first CPU built for agents is going t

hardwareelon-musk--x
24 Aug 2026
Hardware

Very interesting new paper from NVIDIA. (bookmark it) It takes a closer look at evaluating agent skills. Enterprise teams are starting to le…

DGX agent

Very interesting new paper from NVIDIA. (bookmark it) It takes a closer look at evaluating agent skills. Enterprise teams are starting to leverage shared skill libraries, and the review gate is typica

hardwaredair-ai--x
24 Aug 2026
Hardware

NVIDIA built its own coding harness to optimize CUDA GPU kernels and achieved a 100% score on ARC-AGI-3’s 25 public games, solving all 183 l…

DGX agent

NVIDIA built its own coding harness to optimize CUDA GPU kernels and achieved a 100% score on ARC-AGI-3’s 25 public games, solving all 183 levels. With agents, we'll move from a world where it's quite

hardwareclem-delangue--x
22 Aug 2026
Hardware

A milestone for our infrastructure: our first NVIDIA Vera Rubin racks are here and now running our training stack. This is an important step…

DGX agent

A milestone for our infrastructure: our first NVIDIA Vera Rubin racks are here and now running our training stack. This is an important step as we expand compute that powers OpenAI's next generation o

hardwaresam-altman--x
20 Aug 2026
Hardware

AI bull reluctantly acknowledging some cracks in the story

DGX agent

AI bull reluctantly acknowledging some cracks in the story Over the past week, we are seeing some early cracks in our GPU availability data...not going to overreact but have to call balls and strikes.

hardwaregary-marcus--x
20 Aug 2026
Hardware

Great paper if you are building production-grade agents. It's a good way to understand what is actually incurring costs in your agents, whic…

DGX agent

Great paper if you are building production-grade agents. It's a good way to understand what is actually incurring costs in your agents, which involve more complex components and decisions. This works

hardwaredair-ai--x
19 Aug 2026
Hardware

Hermes now leverages NVIDIA's SkillEvaluator on skill installs, checking for PII, leaked secrets, Unicode smuggling, licensing and security …

DGX agent

Hermes now leverages NVIDIA's SkillEvaluator on skill installs, checking for PII, leaked secrets, Unicode smuggling, licensing and security issues before you confirm. We pointed it at our own bundled

hardwarenous-research--x
19 Aug 2026
Hardware

This is serious competition for NVDA. The startup says it took just 44 days after getting its test chips back from Taiwan Semiconductor Manu…

DGX agent

This is serious competition for NVDA. The startup says it took just 44 days after getting its test chips back from Taiwan Semiconductor Manufacturing to have them up and running inference workloads—th

hardwaresonya-huang--x
18 Aug 2026
Hardware

Announcing AItonomy Foundation. We are PhD students and postdocs at Stanford, Princeton and Oxford, building a nonprofit research organizati…

DGX agent

Announcing AItonomy Foundation. We are PhD students and postdocs at Stanford, Princeton and Oxford, building a nonprofit research organization for AI4Science and Science4AI — and connecting early-care

hardwareemad-mostaque--x
17 Aug 2026
Hardware

Small models. Big cost savings. @relace_ai trains specialized models purpose-built for code generation, powered by the dedicated @ycombinato…

DGX agent

Relace.ai develops purpose‑built small models optimized for code generation. These models run on Y Combinator‑backed GPU clusters hosted by Together AI, achieving substantial cost savings compared to

hardwaretogether-ai--x
17 Aug 2026
Hardware

what would happen to Nvidia if this happened? source: https://www.theinformation.com/articles/fearing-ai-chip-glut-data-center-developers-ch…

DGX agent

Nvidia would likely experience downward pressure on pricing power and profit margins if an AI‑chip glut materializes, as excess supply from competitors (e.g., ASICs or lower‑cost GPUs) could force the

hardwaregary-marcus--x
17 Aug 2026
Hardware

Fantastic initiative by @nvidia. “Circular financing” is thrown around as a pseudo intellectual gotcha, while everyone in the AI infrastruct…

DGX agent

Fantastic initiative by @nvidia. “Circular financing” is thrown around as a pseudo intellectual gotcha, while everyone in the AI infrastructure business is witnessing demand curves that are so rapidly

hardwaretogether-ai--x
16 Aug 2026
Hardware

Guess who gets f_cked in the end?

DGX agent

Guess who gets f_cked in the end? “.. Nvidia gets paid upfront, the borrowers and their lenders carry the default risk, and because private credit is ultimately funded by ordinary savers through instr

hardwaregary-marcus--x
16 Aug 2026
Hardware

I'm in Hyderabad next week, and I'd love to meet people outside my usual clique and bring them together. Who are the best people in these ar…

DGX agent

I'm in Hyderabad next week, and I'd love to meet people outside my usual clique and bring them together. Who are the best people in these areas that you know based out of Hyderabad: deep tech, AI prod

hardwaresoumith-chintala--x
16 Aug 2026
Hardware

AI is becoming a new computing model for media and entertainment.

DGX agent

AI is becoming a new computing model for media and entertainment. AI is becoming a new computing model for media and entertainment. At the 2026 Runway AI Summit, NVIDIA’s Richard Kerris explored how r

hardwarecristobal-valenzuela--x
15 Aug 2026
Hardware

If Astra was AGI or the dawning of the Singularity would 9 execs have just quit OpenAI? Would Nvidia have just dialed back its commitments t…

DGX agent

If Astra was AGI or the dawning of the Singularity would 9 execs have just quit OpenAI? Would Nvidia have just dialed back its commitments to OpenAI? Of course not. The bullshit about OpenAI far excee

hardwaregary-marcus--x
15 Aug 2026
Agents

New work from Google DeepMind and collaborators. Agentic algorithm discovery keeps getting demonstrated on problems with fast rewards. Micro…

DGX agent

New work from Google DeepMind and collaborators. Agentic algorithm discovery keeps getting demonstrated on problems with fast rewards. Microarchitecture has vast search spaces, strict hardware budgets

agentsdair-ai--x
15 Aug 2026
Hardware

Qwen3.8-Max is live on DigitalOcean Serverless Inference. Launching side by side with DigitalOcean as our Day 0 launch partner. Big model. S…

DGX agent

Qwen3.8-Max is live on DigitalOcean Serverless Inference. Launching side by side with DigitalOcean as our Day 0 launch partner. Big model. Smooth sailing. Now on DigitalOcean.🌊🏄‍♀️ @digitalocean Now a

hardwareqwen--x
14 Aug 2026
Hardware

10,000 @nvidia B300 GPUs. India's largest AI Factory. Together AI and @larsentoubro are building the country's biggest GPU cluster, backing …

DGX agent

10,000 @nvidia B300 GPUs. India's largest AI Factory. Together AI and @larsentoubro are building the country's biggest GPU cluster, backing open-source inference, fine-tuning, and training at scale fo

hardwaretogether-ai--x
13 Aug 2026
Hardware

The Coachella of robotics, world models, and physical AI is Runway’s SF Summit, coming to the Bay Area on September 30. Speaker lineup: @Qua…

DGX agent

The Coachella of robotics, world models, and physical AI is Runway’s SF Summit, coming to the Bay Area on September 30. Speaker lineup: @QuanVng from @physical_int, @liu_mingyu from @nvidia, @robertni

hardwarecristobal-valenzuela--x
13 Aug 2026
Hardware

This is so much bigger than one company, and orders of magnitude more dangerous to the economy and investors than Enron. Nvidia’s AI push ha…

DGX agent

This is so much bigger than one company, and orders of magnitude more dangerous to the economy and investors than Enron. Nvidia’s AI push has echoes of Enron, says Big Short investor https://www.teleg

hardwaregary-marcus--x
13 Aug 2026
Hardware

More on our partnership: https://newsroom.ibm.com/2026-08-11-IBM-and-Together-AI-Sign-Multi-Year-Agreement-to-Scale-Open-Source-AI-Inference…

DGX agent

In August 2026, Together AI entered into a multi‑year partnership with IBM and NVIDIA to deliver enterprise‑grade open‑source AI inference on IBM Cloud. The collaboration deploys a dedicated NVIDIA B3

hardwaretogether-ai--x
11 Aug 2026
Hardware

Together AI is teaming up with @IBM and @nvidia to bring enterprise-grade AI inference to IBM Cloud. A dedicated NVIDIA B300 cluster. Spectr…

DGX agent

Together AI is teaming up with @IBM and @nvidia to bring enterprise-grade AI inference to IBM Cloud. A dedicated NVIDIA B300 cluster. Spectrum-X networking. First of its kind on IBM Cloud, powered by

hardwaretogether-ai--x
11 Aug 2026
Hardware

2/ New deep dive: Autoscaling endpoints for LLM inference. Dedicated Inference can scale on eight metrics. inflight_requests is the default …

DGX agent

2/ New deep dive: Autoscaling endpoints for LLM inference. Dedicated Inference can scale on eight metrics. inflight_requests is the default because it sees queue pressure before latency degrades. We t

hardwaretogether-ai--x
10 Aug 2026
Hardware

If Anthropic begin shipping chips, will NVIDIA begin shipping frontier models? Who will win?

DGX agent

On August 10 2026 at 1:39 AM UTC, user Itamar Friedman (@itamar_mar) posted a short tweet asking whether Anthropic’s potential launch of its own chips would prompt NVIDIA to release frontier AI models

hardwareitamar-friedman--x
10 Aug 2026
Hardware

Jensen Huang just told the incredible story of how Elon Musk became NVIDIA’s first customer for its AI supercomputer - when literally nobody…

DGX agent

Jensen Huang just told the incredible story of how Elon Musk became NVIDIA’s first customer for its AI supercomputer - when literally nobody else wanted it “When I announced this thing, nobody wanted

hardwareelon-musk--x
10 Aug 2026
Hardware

Hugging Face Storage Buckets are now on http://Vast.ai Connect your HF Storage Bucket as a Cloud Connection in your Vast settings, and every…

DGX agent

Hugging Face Storage Buckets are now on http://Vast.ai Connect your HF Storage Bucket as a Cloud Connection in your Vast settings, and every GPU instance you rent can pull datasets and checkpoints str

hardwareclem-delangue--x
6 Aug 2026
Hardware

AI compute is going to orbit. 🚀 @SpaceX’s Starmind AI1 satellite compute payload is powered by NVIDIA Vera Rubin NVL72, bringing AI factory…

DGX agent

AI compute is going to orbit. 🚀 @SpaceX’s Starmind AI1 satellite compute payload is powered by NVIDIA Vera Rubin NVL72, bringing AI factory compute closer to the stars. The next chapter of AI infrastr

hardwareelon-musk--x
4 Aug 2026
Hardware

early sparks of rsi? Ali Taha @waterloo_intern explains how http://Z.ai's GLM-5.2 (@Zai_org) profiled its SGLang serving path and rewrote bo…

DGX agent

early sparks of rsi? Ali Taha @waterloo_intern explains how http://Z.ai's GLM-5.2 (@Zai_org) profiled its SGLang serving path and rewrote bottlenecked GPU kernels, (still lacks reliable judgment) grea

hardwareswyx--x
4 Aug 2026
Hardware

The Inference Engineering Masterclass: 10x faster models, quantization, speculative decoding, Rubin, & self-optimizing AI https://www.latent…

DGX agent

The Inference Engineering Masterclass: 10x faster models, quantization, speculative decoding, Rubin, & self-optimizing AI https://www.latent.space/p/inference-eng @Baseten @philipkiely and @waterloo_i

hardwareswyx--x
3 Aug 2026
Hardware

The math still ain’t mathing.

DGX agent

The math still ain’t mathing. Recently we estimated global (ex China) AI revenues of around 200bn annualised, based on four different sources. Just come across a fifth, based on Nvidia inference sales

hardwaregary-marcus--x
3 Aug 2026
Hardware

Hermes Agent is now dramatically more efficient, especially for smaller/weaker/local models! With the help of @nvidia's Nemo Relay and sever…

DGX agent

Hermes Agent is now dramatically more efficient, especially for smaller/weaker/local models! With the help of @nvidia's Nemo Relay and several other strategies Hermes was able to identify a ton of opt

hardwarenous-research--x
2 Aug 2026
Hardware

Hugging Face CEO Clément Delague says “AI is actually an opportunity to fix a lot of the cybersecurity problems” because his company used Nv…

DGX agent

Hugging Face CEO Clément Delague says “AI is actually an opportunity to fix a lot of the cybersecurity problems” because his company used Nvidia’s version of a Chinese open model to defend itself agai

hardwareclem-delangue--x
2 Aug 2026
Hardware

The funny thing about Anthropic and OpenAI people saying they want to slow down AI progress is that this is what Anti Trust mechanisms were …

DGX agent

The funny thing about Anthropic and OpenAI people saying they want to slow down AI progress is that this is what Anti Trust mechanisms were built for. It's illegal to collude and slow down AI progress

hardwaredylan-patel--x
2 Aug 2026
Hardware

Watching @ClementDelangue on @FaceTheNation discussing agentic hacking. “Preventing releases does not work; concentrating behind closed door…

DGX agent

Watching @ClementDelangue on @FaceTheNation discussing agentic hacking. “Preventing releases does not work; concentrating behind closed doors in just a few organizations doesnt work. What worked in th

hardwareclem-delangue--x
2 Aug 2026
Hardware

Banning open source model, will 'remove capabilities for the defenders' When OpenAI's models breached Huggingface, a Chinese open model is w…

DGX agent

Banning open source model, will 'remove capabilities for the defenders' When OpenAI's models breached Huggingface, a Chinese open model is what cleaned up the mess. Anthropic's Fable 5 refused, so Hug

hardwareclem-delangue--x
1 Aug 2026
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