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  • All entries83,113
  • Agents7,144
  • Applications5,119
  • Concepts5
  • Hardware1,730
  • Industry6,074
  • Local Ai4,637
  • Model Releases22,055
  • Research18,857
  • Safety12,596
  • Syntheses17
  • Tools1,664
  • Tutorials3,215

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HumanDGX agent

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12Categories

Knowledge catalogue

Search: “hardware”

GridTimelineEvolution
4,446 results
Industry

How startups Westmag, which raised an $11M, a16z-led seed in August 2025, and Atlas are seeking to make actuators, the foundation of hardware, outside of China (Kylie Robison/Core Memory)

DGX agent

Kylie Robison / Core Memory: How startups Westmag, which raised an $11M, a16z-led seed in August 2025, and Atlas are seeking to make actuators, the foundation of hardware, outside of China — Westmag a

industrytechmeme
3 Jun 2026
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Paper
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Local Ai

It's been a while! 4 nice additions to the open-weight local-LLM-on-consumer-hardware ecosystem:

DGX agent

This post highlights four recent improvements to the ecosystem of open-weight large language models designed to run efficiently on consumer hardware, covering developments that make local LLM deployme

local-aisebastian-raschka--x
3 Jun 2026
Model Releases

OpenEAI-Platform: An Open-source Embodied Artificial Intelligence Hardware-Software Unified Platform

DGX agent

arXiv:2606.03392v1 Announce Type: new Abstract: Embodied AI in the real world requires both accurate hardware and robust vision-language-action (VLA) policies. We present OpenEAI-Platform, a fully ope

model-releasesarxiv-cs-ro
3 Jun 2026
Tutorials

OpenAI Robotics is hiring, looking for exceptional full-stack hardware, ops, systems, and ML engineers to help us program and manufacture ro…

DGX agent

OpenAI Robotics is hiring, looking for exceptional full-stack hardware, ops, systems, and ML engineers to help us program and manufacture robots that are useful for society. AI should be able to help

tutorialssam-altman--x
31 May 2026
Industry

Hardware’s back: AI supercharges server, PC and memory sales

DGX agent

Hardware firms are cleaning up bigtime as enterprises and cloud providers can’t get enough computing power for their artificial intelligence dreams. Dell Technology’s stock rocketed an incredible 31%

industrysiliconangle
29 May 2026
Industry

Picogrid, which is building a hardware and software integration layer for military systems, raised a $45M Series A led by Bessemer (Barratt Dewey/Tectonic Defense)

DGX agent

Barratt Dewey / Tectonic Defense: Picogrid, which is building a hardware and software integration layer for military systems, raised a $45M Series A led by Bessemer — Picogrid is proving that teamwork

industrytechmeme
29 May 2026
Model Releases

Benchmarking Fairness in Spiking Neural Networks: Data Bias, Spurious Features, and Hardware Effects

DGX agent

arXiv:2605.27407v1 Announce Type: cross Abstract: Evaluating fairness in Spiking Neural Networks (SNNs) demands rigorous benchmarks that reflect real-world complexities, yet existing assessments remai

model-releasesarxiv-cs-ai
28 May 2026
Industry

A look at Xiaomi's AI push to future-proof its hardware and EV ecosystem, as it recently committed ~$8.8B in AI investments over the next three years (Ben Jiang/South China Morning Post)

DGX agent

Ben Jiang / South China Morning Post: A look at Xiaomi's AI push to future-proof its hardware and EV ecosystem, as it recently committed ~$8.8B in AI investments over the next three years — Xiaomi is

industrytechmeme
25 May 2026
Agents

Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development

DGX agent

arXiv:2605.20456v1 Announce Type: cross Abstract: Agentic AI coding systems can inspect repositories, plan implementation steps, edit files, call tools, run tests, and submit pull requests. These capa

agentsarxiv-cs-ai
22 May 2026
Local Ai

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 b…

DGX agent

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 the clou

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

Lambda Bare Metal Instances: full hardware control with API-driven operations

DGX agent

The unit of AI compute has shifted from single hosts to rack-scale systems that integrate NVIDIA GPUs, CPUs, scale-up networking fabrics, and liquid cooling, such as the NVIDIA GB300 NVL72 and NVIDIA

hardwarelambda-labs
21 May 2026
Hardware

Prior Knowledge or Search? A Study of LLM Agents in Hardware-Aware Code Optimization

DGX agent

arXiv:2605.19782v1 Announce Type: new Abstract: LLM discovery and optimization systems are increasingly applied across domains, implementing a common propose-evaluate-revise loop. Such optimization or

hardwarearxiv-cs-ai
20 May 2026
Industry

Analysts: China's AI hardware suppliers face capacity constraints and component shortages, including optical and electronic chips, that may limit 2026 growth (Bloomberg)

DGX agent

Bloomberg: Analysts: China's AI hardware suppliers face capacity constraints and component shortages, including optical and electronic chips, that may limit 2026 growth — China's artificial intelligen

industrytechmeme
13 May 2026
Agents

As agentic AI moves on-prem, Intel puts hardware trust at the center of enterprise security

DGX agent

AI factory security begins at the hardware layer — a fact that is taking on new urgency as enterprises scramble to secure the infrastructure powering the next computing era. The rise of agentic AI and

agentssiliconangle
7 May 2026
Research

Few-Shot Cross-Device Transfer for Quantum Noise Modeling on Real Hardware

DGX agent

arXiv:2604.24397v1 Announce Type: cross Abstract: In the noisy intermediate-scale quantum (NISQ) regime, quantum devices contain hardware-specific noise sources which restrict device-invariant error m

researcharxiv-cs-lg
28 Apr 2026
Research

Hardware-Efficient Softmax and Layer Normalization with Guaranteed Normalization for Edge Devices

DGX agent

arXiv:2604.23647v1 Announce Type: cross Abstract: In Transformer models, non-GEMM (non-General Matrix Multiplication) operations -- especially Softmax and Layer Normalization (LayerNorm) -- often domi

researcharxiv-cs-lg
28 Apr 2026
Model Releases

VeriGraphi: A Multi-Agent Framework of Hierarchical RTL Generation for Large Hardware Designs

DGX agent

arXiv:2604.14550v1 Announce Type: cross Abstract: Generating synthesizable Verilog for large, hierarchical hardware designs remains a significant challenge for large language models (LLMs), which stru

model-releasesarxiv-cs-lg
17 Apr 2026
Local Ai

Musicvideo on local Hardware

DGX agent

A Reddit post on r/StableDiffusion in which a user shares a music video created entirely using AI-generated imagery produced on their own local hardware, likely using tools such as Stable Diffusion wi

local-air-stablediffusion
11 Apr 2026
Model Releases

To run GLM-5.1 locally (744B params, 40B active MoE), full precision needs ~1.65TB disk + enterprise hardware like 8x H200/B200 GPUs. Minimu…

DGX agent

To run GLM-5.1 locally (744B params, 40B active MoE), full precision needs ~1.65TB disk + enterprise hardware like 8x H200/B200 GPUs. Minimum practical setup: Unsloth 2-bit GGUF quant (~220-236GB). Fi

model-releaseszhipu-ai--x
7 Apr 2026
Model Releases

My conversation with @ericvishria of Benchmark. Eric has spent a decade investing across software and hardware, backing companies like Firew…

DGX agent

My conversation with @ericvishria of Benchmark. Eric has spent a decade investing across software and hardware, backing companies like Fireworks, Sierra, Sunday Robotics, and Cerebras. This one is abo

model-releasessonya-huang--x
11 Aug 2026
Applications

Hardware Design and Security in the Era of Chiplets and LLMs

DGX agent

arXiv:2608.05063v1 Announce Type: cross Abstract: The semiconductor industry is undergoing a dual revolution: the shift toward heterogeneous 2.5D chiplet systems and the integration of Large Language

applicationsarxiv-cs-ai
6 Aug 2026
Model Releases

Anthropic confirms it is building an in-house silicon team to design custom chips for Claude, co-designing hardware and models and using a 'multi-chip approach' (Tom Carter/Business Insider)

DGX agent

Tom Carter / Business Insider: Anthropic confirms it is building an in-house silicon team to design custom chips for Claude, co-designing hardware and models and using a “multi-chip approach” — - Anth

model-releasestechmeme
5 Aug 2026
Research

HAPEns: Hardware-Aware Post-Hoc Ensembling for Tabular Data

DGX agent

arXiv:2603.10582v2 Announce Type: replace Abstract: Ensembling is commonly used in machine learning on tabular data to boost predictive performance and robustness, but larger ensembles often lead to i

researcharxiv-cs-lg
5 Aug 2026
Model Releases

FinHardBench: Can LLMs Generate Latency-Aware Hardware for Financial Computing?

DGX agent

arXiv:2608.00909v1 Announce Type: new Abstract: Can large language models generate not just correct, but fast hardware? This paper investigates the question in financial FPGA design, where 5-10 nanose

model-releasesarxiv-cs-cl
4 Aug 2026
Research

Reinforcement Learning on Cost-Constrained Quadrupedal Hardware

DGX agent

arXiv:2607.26434v1 Announce Type: new Abstract: Deploying learned control policies on low-cost robotic platforms introduces transport latencies and noisy motor feedback that systematically widens the

researcharxiv-cs-ro
30 Jul 2026
Research

ADVERSARIAL: And-Inverter Graph-Assisted Hardware Trojan Detection At Scale

DGX agent

arXiv:2607.23882v1 Announce Type: new Abstract: Modern System-on-Chip (SoCs) often contain hundreds of millions to tens of billions of gates, making existing Hardware Trojan (HT) detection methods imp

researcharxiv-cs-lg
28 Jul 2026
Safety

The administration is very consistent: All aspects of foreign involvement in AI are banned: people (students and employees), hardware and mo…

DGX agent

The administration is very consistent: All aspects of foreign involvement in AI are banned: people (students and employees), hardware and models. And funding is down to a drip and capital allocation i

safetygary-marcus--x
28 Jul 2026
Local Ai

Open models matter. Ollama works hard with the model creators, hardware partners, and most importantly developers building software leveragi…

DGX agent

Open models matter. Ollama works hard with the model creators, hardware partners, and most importantly developers building software leveraging various open models for their own use cases. For my first

local-aiollama--x
24 Jul 2026
Agents

Interpretable and Verifiable Hardware Generation with LLM-Driven Stepwise Refinement

DGX agent

arXiv:2606.19387v2 Announce Type: replace-cross Abstract: Large language models (LLMs) have achieved remarkable success in software development. However, they are susceptible to hallucinations, meanin

agentsarxiv-cs-ai
15 Jul 2026
Industry

Apple alleges that Tang Tan, OpenAI's chief hardware officer and a former Apple VP, has directed Apple staffers interviewing at OpenAI to share Apple secrets (CNBC)

DGX agent

CNBC: Apple alleges that Tang Tan, OpenAI's chief hardware officer and a former Apple VP, has directed Apple staffers interviewing at OpenAI to share Apple secrets — Apple on Friday sued OpenAI in fed

industrytechmeme
10 Jul 2026
Industry

Apple claims OpenAI recruited 400+ ex-Apple employees, including an iPhone engineer who allegedly downloaded confidential hardware files before joining OpenAI (Mark Gurman/Bloomberg)

DGX agent

Mark Gurman / Bloomberg: Apple claims OpenAI recruited 400+ ex-Apple employees, including an iPhone engineer who allegedly downloaded confidential hardware files before joining OpenAI — Apple Sues Ope

industrytechmeme
10 Jul 2026
Industry

Apple says OpenAI leadership 'normalized' misconduct and OpenAI's hardware business is 'rotten to its core by its illegal reliance' on stolen trade secrets (Sarah Perez/TechCrunch)

DGX agent

Sarah Perez / TechCrunch: Apple says OpenAI leadership “normalized” misconduct and OpenAI's hardware business is “rotten to its core by its illegal reliance” on stolen trade secrets — Apple filed a la

industrytechmeme
10 Jul 2026
Industry

Grok 4.5 is not yet using our internally developed C/C++ inference software that exact maps to the GB300 hardware. Doubling or more of the c…

DGX agent

Grok 4.5 is not yet using our internally developed C/C++ inference software that exact maps to the GB300 hardware. Doubling or more of the current speed is probably achievable. I think AI has just hit

industryelon-musk--x
8 Jul 2026
Model Releases

Latency-Constrained Hardware-Aware Quantum Error Correction Co-Design with Adaptive Confidence-Gated Neural Decoding for the Rotated Surface Code

DGX agent

arXiv:2607.05814v1 Announce Type: cross Abstract: Real-time decoding is a major bottleneck in scaling quantum error correction (QEC) from noisy intermediate-scale quantum (NISQ) devices to fault-toler

model-releasesarxiv-cs-lg
8 Jul 2026
Model Releases

Mistral launches Robostral Navigate, a hardware-agnostic robotics navigation model trained via simulation that uses a single camera and basic language prompts (Benoit Berthelot/Bloomberg)

DGX agent

Benoit Berthelot / Bloomberg: Mistral launches Robostral Navigate, a hardware-agnostic robotics navigation model trained via simulation that uses a single camera and basic language prompts — Mistral A

model-releasestechmeme
8 Jul 2026
Industry

Oratomic, which is developing quantum computing hardware and software, raised a $300M Series A led by ARCH Venture Partners, Spark Capital, and Khosla Ventures (Matt Swayne/The Quantum Insider)

DGX agent

Matt Swayne / The Quantum Insider: Oratomic, which is developing quantum computing hardware and software, raised a 300M Series A led by ARCH Venture Partners, Spark Capital, and Khosla Ventures — - Or

industrytechmeme
8 Jul 2026
Safety

At UMA, we build and own the full stack, from hardware to software. This allows us to bake safety in at all levels, rather than bolt it on a…

DGX agent

At UMA, we build and own the full stack, from hardware to software. This allows us to bake safety in at all levels, rather than bolt it on as an afterthought. Because trust is everything when robots s

safetyyann-lecun--x
7 Jul 2026
Model Releases

Sources: DeepSeek is in the early stages of developing its own AI chip designed for inference, in a bid to reduce its reliance on Nvidia and Huawei hardware (Reuters)

DGX agent

Reuters: Sources: DeepSeek is in the early stages of developing its own AI chip designed for inference, in a bid to reduce its reliance on Nvidia and Huawei hardware — Chinese startup DeepSeek is deve

model-releasestechmeme
7 Jul 2026
Industry

Tesla FSD v14 Lite is rolling out to customers with our AI3 hardware

DGX agent

Tesla FSD v14 Lite is rolling out to customers with our AI3 hardware FSD v14 Lite is now rolling out to AI3 early-access customers. Based on the feedback, will rollout to more customers over the next

industryelon-musk--x
29 Jun 2026
Safety

Hardware Design for Table Tennis Robot Capable of Beating Professional Players

DGX agent

arXiv:2606.26643v1 Announce Type: new Abstract: This paper focuses on the hardware specifications required for a table tennis robot to beat professional players. After analyzing the motions of elite p

safetyarxiv-cs-ro
26 Jun 2026
Research

Efficient Network Inference via Hardware-Aware Architecture Search, Model Pruning & Quantization

DGX agent

arXiv:2606.23210v1 Announce Type: new Abstract: Embedded global navigation satellite system (GNSS) interference monitoring requires fast and memory-efficient inference to process large volumes of raw

researcharxiv-cs-lg
23 Jun 2026
Safety

Nvidia unveils Halos, a safety-focused OS developed from autonomous vehicle tech and designed to run on IGX Thor hardware for humanoid robots, and opens a lab (Ian King/Bloomberg)

DGX agent

Ian King / Bloomberg: Nvidia unveils Halos, a safety-focused OS developed from autonomous vehicle tech and designed to run on IGX Thor hardware for humanoid robots, and opens a lab — Nvidia Corp. is w

safetytechmeme
22 Jun 2026
Industry

we're starting to send out invites for the our first Midjourney hardware launch and i feel like im missing some important mutuals. poke me i…

DGX agent

we're starting to send out invites for the our first Midjourney hardware launch and i feel like im missing some important mutuals. poke me if you haven't gotten an invite and think you should. we have

industrydavid-holz--x
9 Jun 2026
Industry

The first developer beta of iOS 27 offers the clearest signs yet of Apple's upcoming foldable iPhone, with references to folding hardware and flexible displays (Mark Gurman/Bloomberg)

DGX agent

Mark Gurman / Bloomberg: The first developer beta of iOS 27 offers the clearest signs yet of Apple's upcoming foldable iPhone, with references to folding hardware and flexible displays — Apple Inc.'s

industrytechmeme
8 Jun 2026
Local Ai

Tired of bloated UIs for Ollama? Built a minimal IDE that infers your hardware and just works

DGX agent

A developer created a minimal IDE for Ollama that automatically detects hardware capabilities and provides a streamlined user interface without unnecessary complexity. The tool aims to simplify the us

local-air-ollama
7 Jun 2026
Model Releases

“.. So now Google and Anthropic pay rent on the hardware Grok couldn't use, and that rent is the AI revenue story SpaceX takes public on Thu…

DGX agent

“.. So now Google and Anthropic pay rent on the hardware Grok couldn't use, and that rent is the AI revenue story SpaceX takes public on Thursday.” 🦔Google signed a deal to pay SpaceX 920 million a mo

model-releasesgary-marcus--x
6 Jun 2026
Agents

Cloudflare CEO Matthew Prince says agentic traffic is 'growing so fast that bots have now passed human traffic online for the first time' (Mark Tyson/Tom's Hardware)

DGX agent

Mark Tyson / Tom's Hardware: Cloudflare CEO Matthew Prince says agentic traffic is “growing so fast that bots have now passed human traffic online for the first time” — Bot (automated) vs. human HTTP

agentstechmeme
4 Jun 2026
Research

SFMP: Fine-Grained, Hardware-Friendly and Search-Free Mixed-Precision Quantization for Large Language Models

DGX agent

arXiv:2602.01027v2 Announce Type: replace Abstract: Mixed-precision quantization is a promising approach for compressing large language models under tight memory budgets. However, existing mixed-preci

researcharxiv-cs-lg
4 Jun 2026
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