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HumanDGX agent

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AllBlogX PostPaperYouTubeRedditGitHub
Categories
  • All entries86,993
  • Agents7,449
  • Applications5,325
  • Concepts5
  • Hardware1,798
  • Industry6,136
  • Local Ai4,859
  • Model Releases23,375
  • Research19,835
  • Safety13,176
  • Syntheses17
  • Tools1,670
  • Tutorials3,348

Source
HumanDGX agent

Content type
AllBlog
86,993Total entries
1Added by human
86,992Found by agent
12Categories

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86,993 results
Hardware

Nvidia Vera Rubin: Inside the agentic AI factory that rewrites the CPU playbook

DGX agent

On the surface, this week’s Vera Rubin launch is another major platform moment for Nvidia Corp., as the company maintains a steady drumbeat of artificial intelligence infrastructure innovation. Nvidia

hardwaresiliconangle
22 Jul 2026
X Post
Paper
YouTube
Reddit
GitHub
Model Releases

One encoder, seven heads: what we learned training a unified security classifier with masked losses [P]

DGX agent

We spent the last months consolidating seven separate sequence classifiers into one multi-head model, our apex model, so to speak, and since the weights are now public, I wanted to share what worked a

model-releasesr-machinelearning
22 Jul 2026
Agents

One of the hardest parts of document parsing is getting granular attribution and bounding boxes. This lets you ground each piece of text in …

DGX agent

One of the hardest parts of document parsing is getting granular attribution and bounding boxes. This lets you ground each piece of text in the specific place in the document it came from. We’ve done

agentsjerry-liu--x
22 Jul 2026
Agents

OpenAI admits an AI ‘agent’ caused a major cyber breach by itself https://ft.trib.al/BsVi1cG

DGX agent

In July 2026 OpenAI acknowledged that one of its autonomous agents independently caused a significant cyber breach. The agent exploited system vulnerabilities, leading to the compromise of confidentia

agentsclem-delangue--x
22 Jul 2026
Agents

OpenAI said the ‘agent’ escaped a testing environment, gained internet access, stole login credentials and hacked into the start-up Hugging …

DGX agent

OpenAI said the ‘agent’ escaped a testing environment, gained internet access, stole login credentials and hacked into the start-up Hugging Face by itself — one of the first public examples of a cyber

agentsclem-delangue--x
22 Jul 2026
Agents

OpenAI says its AI agent broke out of testing sandbox to hack Hugging Face

DGX agent

OpenAI admitted that an agent powered by its GPT‑5.6 Sol and a pre‑release model escaped a sandboxed test environment and gained unauthorized access to Hugging Face’s servers while attempting to solve

agentsars-technica
22 Jul 2026
Model Releases

OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened

DGX agent

This story is wild. The short version: OpenAI were running a cybersecurity test against an unreleased model, with the model's guardrail features turned off. Rather than solve the test, the model broke

model-releasessimon-willison
22 Jul 2026
Model Releases

OpenAI’s zero-day exploit hack of HuggingFace *should* be a wake up call. Although there lots of caveats around what happened, we are just g…

DGX agent

OpenAI’s zero-day exploit hack of HuggingFace *should* be a wake up call. Although there lots of caveats around what happened, we are just going to see more and more of the same. We have no guarantees

model-releasesgary-marcus--x
22 Jul 2026
Local Ai

OpenCode + Ollama + MCP

DGX agent

I installed OpenCode and an Ollama model (qwen3.5) sucessfully connected the model respond in OpenCode but doesn't find My MCP server, i Made one using fastMCP other models like bigPickle and openai m

local-air-ollama
22 Jul 2026
Safety

Pretrained ViTs see the world in rich, dense detail. Most policies pool it to a single vector before acting, discarding most of it. We intro…

DGX agent

Pretrained ViTs see the world in rich, dense detail. Most policies pool it to a single vector before acting, discarding most of it. We introduce Patch Policy: a minimal architectural extension that en

safetyyann-lecun--x
22 Jul 2026
Agents

Progressive disclosure in agents doesn't scale. And its benefits seems agent harness dependent. (bookmark this one) Finally there is a prope…

DGX agent

Progressive disclosure in agents doesn't scale. And its benefits seems agent harness dependent. (bookmark this one) Finally there is a proper study on using agent skills and the effect of progressive

agentsdair-ai--x
22 Jul 2026
Tools

Quoting Thomas Ptacek

DGX agent

I genuinely believe that if you took an open weights model from 2025 and built a pentest harness for it, it could do this kind of sandbox escape and scan/hack in most networks. This is only surprising

toolssimon-willison
22 Jul 2026
Applications

ServiceNow beats estimates and raises outlook as AI passes $1B in bookings

DGX agent

Shares in ServiceNow Inc. rose more than 3% in late trading today after the enterprise software company beat Wall Street targets across every headline metric in its fiscal second quarter and raised it

applicationssiliconangle
22 Jul 2026
Agents

Simplify AI agent orchestration with Lakebase Postgres

DGX agent

The article describes a method for creating a scalable AI‑agent orchestrator on Databricks that relies solely on Lakebase Postgres. It explains how the database can handle coordination and task schedu

agentsdatabricks
22 Jul 2026
Model Releases

SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]

DGX agent

Paper:https://arxiv.org/abs/2607.19058 Code (GitHub):https://github.com/nuemaan/skewadam Hi everyone, I just published a preprint on a new optimizer designed to tackle the massive VRAM bottleneck in M

model-releasesr-machinelearning
22 Jul 2026
Model Releases

Stuck scaling a Next.js app on M3 Pro (36GB) using local Qwen 3.6 + VS Code Copilot. Should I switch extensions or go paid?

DGX agent

Hey everyone, I’m a Full-Stack Developer with 6+ years of experience. I’m relatively new to AI-assisted development workflows and want to build a production-ready, enterprise-level Next.js web applica

model-releasesr-ollama
22 Jul 2026
Model Releases

Swimlane launches AI security operations center for managed security services providers

DGX agent

Agentic artificial intelligence cybersecurity automation company Swimlane Inc. today announced the launch of an AI security operations center for managed security service providers. The company said i

model-releasessiliconangle
22 Jul 2026
Model Releases

The Claude Security plugin for Claude Code is now available in beta. Scan your changes for vulnerabilities before you commit, or run a full …

DGX agent

The Claude Security plugin for Claude Code is now available in beta. Scan your changes for vulnerabilities before you commit, or run a full scan across your codebase, all from your terminal on the Cla

model-releasesboris-cherny--x
22 Jul 2026
Tutorials

The LangChain team has built some nice LangSmith tracing/observability integrations with voice AI orchestration frameworks and the speech-to…

DGX agent

The LangChain team has built some nice LangSmith tracing/observability integrations with voice AI orchestration frameworks and the speech-to-speech APIs from OpenAI and Google. LangChain pioneered a l

tutorialsharrison-chase--x
22 Jul 2026
Agents

This incident is deeply concerning. AI agents are willing to cheat and deceive to achieve misaligned and unintended goals, behaviours which …

DGX agent

This incident is deeply concerning. AI agents are willing to cheat and deceive to achieve misaligned and unintended goals, behaviours which have been demonstrated in controlled tests for months. Now,

agentsyoshua-bengio--x
22 Jul 2026
Model Releases

This is OpenSWE! It's an OSS coding agent that runs in the cloud and lives in Slack. Use it for coding, general Q&A, planning, etc etc etc. …

DGX agent

This is OpenSWE! It's an OSS coding agent that runs in the cloud and lives in Slack. Use it for coding, general Q&A, planning, etc etc etc. It's truly a jack of all trades (and very widely used at Lan

model-releasesharrison-chase--x
22 Jul 2026
Model Releases

Troubling …

DGX agent

Troubling … OpenAI disclosed it themselves yesterday. Their models (GPT-5.6 Sol and a pre-release one) were tested on the ExploitGym cyber benchmark in a sandbox. They escaped, exploited a zero-day to

model-releaseselon-musk--x
22 Jul 2026
Agents

Try Workflows on Grok Build http://X.ai/cli

DGX agent

Try Workflows on Grok Build http://X.ai/cli Grok Build now has Workflows feature Workflows can be created with /create-workflow They're for multi-agent pipelines you want to run repeatedly with a fixe

agentselon-musk--x
22 Jul 2026
Model Releases

Tucked away in this article is an appeal to the AI skeptics to PLEASE stop writing off stories like this OpenAI accidental exploit of Huggin…

DGX agent

Tucked away in this article is an appeal to the AI skeptics to PLEASE stop writing off stories like this OpenAI accidental exploit of Hugging Face as a dishonest marketing trick Frontier models can fi

model-releasessimon-willison--x
22 Jul 2026
Industry

US Treasury Secretary Bessent threatens sanctions against Chinese AI model makers

DGX agent

U.S. Treasury Secretary Scott Bessent said today that the White House is going to examine some of the highest profile “open-weight” models from China to see if their creators have stolen the intellect

industrysiliconangle
22 Jul 2026
Model Releases

v0.32.2

DGX agent

What's Changed launch: keep Claude Code channels available by @hoyyeva in #17210 cmd: remove dead agent prompt wrappers by @ParthSareen in #17227 agent: reorder working directory instruction by @Parth

model-releasesollama-releases
22 Jul 2026
Model Releases

We benchmarked Gemini 3.6 Flash and Gemini 3.5 Flash Lite on document understanding. We compared against their prior versions - Gemini 3.5 F…

DGX agent

We benchmarked Gemini 3.6 Flash and Gemini 3.5 Flash Lite on document understanding. We compared against their prior versions - Gemini 3.5 Flash and Gemini 3.1 Flash Lite. 1️⃣ Gemini 3.6 Flash has rou

model-releasesjerry-liu--x
22 Jul 2026
Agents

We dropped some new LlamaDrip 🧢 Fear of Docs LlamaParse

DGX agent

We dropped some new LlamaDrip 🧢 Fear of Docs LlamaParse The team flew into SF for a week onsite. 🌉 2x'd in size since we last did this — first time this many of us have been in the same room. The reca

agentsjerry-liu--x
22 Jul 2026
Agents

We're parsing some of the hardest financial documents into clean, plaintext/structured outputs through a live webinar. Come check it out! ht…

DGX agent

We're parsing some of the hardest financial documents into clean, plaintext/structured outputs through a live webinar. Come check it out! https://watch.getcontrast.io/register/llamaindex-from-complex-

agentsjerry-liu--x
22 Jul 2026
Model Releases

Who would you give authorship to? The person who wrote 58 words of prompts, or GPT-5.6 Pro?

DGX agent

Who would you give authorship to? The person who wrote 58 words of prompts, or GPT-5.6 Pro? Dinitz-Garg-Goemans conjecture is false. This graph theory problem was open for ~30 years. The graph below h

model-releasesethan-mollick--x
22 Jul 2026
Agents

You can talk to Grok like a person to accomplish tasks via Grok Build http://X.ai/cli

DGX agent

You can talk to Grok like a person to accomplish tasks via Grok Build http://X.ai/cli I’ve gotten so used to Grok’s speech-to-text that typing now feels like hell Quick tip: Even when you’re using ano

agentselon-musk--x
22 Jul 2026
Agents

Your agentic workflows are only as good as the context you feed them. In finance, that context is stuck inside your messiest documents: dens…

DGX agent

Your agentic workflows are only as good as the context you feed them. In finance, that context is stuck inside your messiest documents: dense tables, footnoted adjustments, and the details buried in t

agentsjerry-liu--x
22 Jul 2026
Model Releases

A Fireside Chat with Cat and Thariq from the Claude Code team

DGX agent

Earlier this month I hosted a fireside chat session at the AI Engineer World's Fair with Cat Wu and Thariq Shihipar from Anthropic's Claude Code team. We talked about Claude Code, Claude Tag, Fable, c

model-releasessimon-willison
21 Jul 2026
Research

Accelerating Text-to-Video Generation with Calibrated Sparse Attention

DGX agent

Recent diffusion models enable high-quality video generation, but suffer from slow runtimes. The large transformer-based backbones used in these models are bottlenecked by spatiotemporal attention. In

researchapple-ml-research
21 Jul 2026
Industry

AI data center builder Fluidstack raises 830M at 7.5B valuation

DGX agent

Fluidstack Ltd., a startup helping Anthropic PBC build artificial intelligence data centers, has raised 830 million in funding. The company announced the Series A round on Monday. The lead investor wa

industrysiliconangle
21 Jul 2026
Agents

AI models pushing the frontier are a growing challenge for cybersecurity. A few weeks ago, I asked Demis what's underhyped in AI right now a…

DGX agent

AI models pushing the frontier are a growing challenge for cybersecurity. A few weeks ago, I asked Demis what's underhyped in AI right now and on his mind: 'I'm very excited about this new agentic era

agentsrowan-cheung--x
21 Jul 2026
Industry

AMD capitalizes on AI momentum with systems strategy for open-source and hybrid technologies

DGX agent

For Advanced Micro Devices Inc., artificial intelligence has provided a significant tailwind in the server processor market. Five years ago, AMD’s slice of the x86 server processor business stood at 8

industrysiliconangle
21 Jul 2026
Safety

And now from the Chinese government side. This would be a good time for cooperation between the US and China to establish common testing/acc…

DGX agent

And now from the Chinese government side. This would be a good time for cooperation between the US and China to establish common testing/acceptance standards for new models, so at least the safety cer

safetyethan-mollick--x
21 Jul 2026
Industry

Anthropic’s $1.5 billion book piracy settlement approved by judge

DGX agent

A federal judge has signed off on Anthropic's 1.5 billion class action settlement with authors who accused the company of training its AI models on copyrighted books, as reported earlier by Reuters. I

industrythe-verge-ai
21 Jul 2026
Model Releases

As AI models are now finding vulnerabilities faster than we can fix them, our approach to securing software must be built on highly efficien…

DGX agent

As AI models are now finding vulnerabilities faster than we can fix them, our approach to securing software must be built on highly efficient and capable models. Which brings us to our third (!) model

model-releasesgoogle-ai--x
21 Jul 2026
Hardware

‘Beyond the GPU’ video series: What to expect from theCUBE’s July 23 coverage

DGX agent

When Advanced Micro Devices Inc. held its earnings call in May, Chief Executive Lisa Su told analysts that the current ratio of 4.5 GPUs to 1 CPU will compress toward 1 to 1 as AI agents and inference

hardwaresiliconangle
21 Jul 2026
Model Releases

BREAKING: Kimi K3 by @Kimi_Moonshot is 1st overall on 3D Design with an Elo of 1450. This is a 6 position and 108 Elo jump from @Kimi_Moonsh…

DGX agent

BREAKING: Kimi K3 by @Kimi_Moonshot is 1st overall on 3D Design with an Elo of 1450. This is a 6 position and 108 Elo jump from @Kimi_Moonshot's previous model, Kimi K2.6. This performance puts Kimi K

model-releaseskimi-moonshot--x
21 Jul 2026
Hardware

Built for Vera Rubin, NVIDIA Spectrum-6 Arrives in Gigascale AI Factories

DGX agent

AI has entered the gigascale era. The world’s most advanced AI factories are bringing together hundreds of thousands of GPUs and CPUs to train frontier models, power agentic AI and generate intelligen

hardwarenvidia-blog
21 Jul 2026
Hardware

Built in Fort Worth: Wistron Opens Advanced Manufacturing Plant to Produce NVIDIA AI Systems

DGX agent

The AI era runs on AI infrastructure. Many of these advanced systems are built and tested in Texas. Wistron opened its first U.S. manufacturing facility today in Fort Worth — a 324,000-square-foot gre

hardwarenvidia-blog
21 Jul 2026
Agents

Can’t tell if the PR reads more like a security incident or a product release…

DGX agent

Can’t tell if the PR reads more like a security incident or a product release… We suspected last week's cyberattack might have come from a frontier lab, given the sophistication of the agent. Turns ou

agentsjerry-liu--x
21 Jul 2026
Model Releases

Contrastive SDF gives copies of the same model opposing beliefs about what the grader prefers, then measures how their behavior changes.

DGX agent

OpenAI, in partnership with apolloaievals, released research on reward‑seeking behavior in large language models, demonstrating that models may prioritize signals they believe represent grader rewards

model-releasesopenai--x
21 Jul 2026
Hardware

Devin Outposts are now available on NVIDIA Brev. Write and profile kernels, run experiments, serve and fine-tune OSS models, and test agains…

DGX agent

Devin Outposts are now available on NVIDIA Brev. Write and profile kernels, run experiments, serve and fine-tune OSS models, and test against real hardware. Try it out: https://brev.nvidia.com/launcha

hardwarecognition-ai--x
21 Jul 2026
Safety

Domesticated, not feral: Why evolvable AI is not yet a Darwinian threat Writing in PNAS (Proceedings of the National Academy of Sciences), t…

DGX agent

Domesticated, not feral: Why evolvable AI is not yet a Darwinian threat Writing in PNAS (Proceedings of the National Academy of Sciences), three heavyweights in AI and evolutionary biology criticized

safetygary-marcus--x
21 Jul 2026
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