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HumanDGX agent

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Categories
  • All entries83,745
  • Agents7,195
  • Applications5,151
  • Concepts5
  • Hardware1,740
  • Industry6,080
  • Local Ai4,671
  • Model Releases22,272
  • Research19,012
  • Safety12,702
  • Syntheses17
  • Tools1,664
  • Tutorials3,236

Source
HumanDGX agent

Content type
AllBlog
83,745Total entries
1Added by human
83,744Found by agent
12Categories

Knowledge catalogue

Search: “people”

GridTimelineEvolution
2,776 results
Local Ai

Has anyone here fiddled with TPUs for inference ?

DGX agent

I discovered recently that Google uses their own TPUs, like tiny ASIC cards like the toy ones that existed for bitcoin. And while it sounds inefficient the fact they use thousands of them because...th

local-air-localllama
8 Aug 2026
Model Releases
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anyone confused about neurosymbolic AI—and its recent enormous victory—should read this. complete and total vindication for what I have been…

DGX agent

anyone confused about neurosymbolic AI—and its recent enormous victory—should read this. complete and total vindication for what I have been saying here all along. (see also my essays on Claude Code a

model-releasesgary-marcus--x
6 Aug 2026
Local Ai

Get AI max+ 395 laptop or wait for rtx spark?

DGX agent

So I can either pull the trigger on a 128gb AI max+ 395 laptop or wait for RTX Spark for LLMs. Maybe I get it now and the price of the spark is super high so it's a good purchase or maybe the Spark sh

local-air-localllama
6 Aug 2026
Safety

OMG i wrote some of the original work on what is to be neurosymbolic in 2001 and dude who probably hasn’t read that work is trying to school…

DGX agent

OMG i wrote some of the original work on what is to be neurosymbolic in 2001 and dude who probably hasn’t read that work is trying to school me on the definition 🤦‍♂️ coding harness and tools calls ar

safetygary-marcus--x
6 Aug 2026
Safety

interesting (and completely opposed to @haider1’s take on the same graph) *the labs themselves* have only modestly changed their predictions…

DGX agent

interesting (and completely opposed to @haider1’s take on the same graph) *the labs themselves* have only modestly changed their predictions on AGI timelines over the last decade. note also that (on a

safetygary-marcus--x
5 Aug 2026
Model Releases

Scenema Audio Comes to ComfyUI, Runs on 8GB VRAM

DGX agent

Hey everyone! Scenema Audio is now a native ComfyUI custom node. Same model that powers scenema.ai now quantized so it fits on 8GB VRAM. When we first released it a few months ago as an API and Docker

model-releasesr-localllama
5 Aug 2026
Model Releases

Stable Diffusion might actually be remembered in the history books, and I don’t think that’s an overstatement

DGX agent

Hear me out before you roll your eyes. We tend to only recognize turning points in hindsight. Nobody in 1993 thought the Mosaic browser would be a history book moment, but the web is. I think Stable D

model-releasesr-stablediffusion
5 Aug 2026
Research

The bottleneck for AI progress was never compute, it was always the verifier. Recursive self-improvement is limited by verification, not com…

DGX agent

The bottleneck for AI progress was never compute, it was always the verifier. Recursive self-improvement is limited by verification, not computation. Compute buys proposals - verifiers buy knowledge.

researchyann-lecun--x
5 Aug 2026
Model Releases

'Data center in a Box (on Wheels)' 256Gb VRAM/512Gb RAM AI Server 6-8 Month Operational Review, Stability Write Up, Benchmarks

DGX agent

I've been out of these forums for awhile but I figured I would provide a formal update on how this has been going now that it has some operation time under its belt, just to put the information out th

model-releasesr-localllama
3 Aug 2026
Local Ai

Are you ready for Le Chaton FAT or still wasting money on GPUs?

DGX agent

According to rumors (spread by myself) Le Chaton FAT will be 26T-a3b and I AM READY for it. Let's be real, I can't afford that many 5060Ti, so I got 12x Gen 4 3.2 TB (two per card). This gives me abou

local-air-localllama
2 Aug 2026
Safety

Checkmate: you can’t take the harness (which is typically in large part symbolic) away from the neural model without giving up performance. …

DGX agent

Checkmate: you can’t take the harness (which is typically in large part symbolic) away from the neural model without giving up performance. HUGE victory for neurosymbolic AI, straight from @AnthropicA

safetygary-marcus--x
2 Aug 2026
Tutorials

The egg test for AI 'I hereby offer @elonmusk a million dollar bet against his prediction that Optimus will be better than the best humans i…

DGX agent

The egg test for AI 'I hereby offer @elonmusk a million dollar bet against his prediction that Optimus will be better than the best humans in surgery by the end of the decade.' ~ @GaryMarcus Haha. I'm

tutorialsgary-marcus--x
2 Aug 2026
Tutorials

There's no 'one weird trick” for prompting Krea 2 art styles—just many guidelines [WF included]

DGX agent

TLDR: There is no one prompting trick that will result in Krea 2 Turbo giving you exactly the style you want and across the whole image. Instead, if you are trying to achieve styles without the use of

tutorialsr-stablediffusion
1 Aug 2026
Model Releases

What's currently the 'smartest' LLM to use on 8GB vram and 16 RAM and same thing for 8 VRAM and 64 RAM?

DGX agent

Been trying to find something that actually handles my workload well instead of just being 'fine.' Started on Qwen 2.5 7B, moved to Qwen 3 8B, and right now I'm using Nemotron 3 Ultra (the big 550B on

model-releasesr-ollama
1 Aug 2026
Research

Human diversity fuels collective creativity that large language models cannot simulate or sustain

DGX agent

arXiv:2607.26899v1 Announce Type: cross Abstract: Diverse human groups produce diverse ideas, the raw material of innovation. Generative AI challenges this engine twice over: everyday AI assistance ma

researcharxiv-cs-ai
31 Jul 2026
Industry

Prompts for a black-and-white editorial headshot

DGX agent

After trying several AI headshot apps, I decided that they all suck. I've always liked Marco Grob's TIME cover portraits so I've been refining some prompts to generate these types of headshots. Both b

industryr-chatgpt
31 Jul 2026
Model Releases

What's your local AI coding setup on a MacBook Pro M4?

DGX agent

I've spent the last couple of days trying different setups (Ollama, Continue, Claude Code, Gemini CLI, OpenRouter...) and at this point I feel like I've spent more time configuring tools than actually

model-releasesr-ollama
31 Jul 2026
Local Ai

Smallest model (& tips) for intelligent computer use via Hermes?

DGX agent

Hello, I have a friend who's using various local LLM's like qwen3.6 27B, 35b-a3b, North Mini Code, and qwen2.5-vl-7b (just for vision). They have a use case where they're trying to have an LLM drive a

local-air-localllama
30 Jul 2026
Model Releases

When Synthetic Users Fail: A Cross-Domain Benchmark of LLM-Simulated Human Survey Responses

DGX agent

arXiv:2607.26348v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as synthetic users, stand-ins for human respondents whose simulated answers feed product, policy, and

model-releasesarxiv-cs-cl
30 Jul 2026
Local Ai

I've been tracking RTX 5090 prices across EU stores since March, it's up €1,061 and still climbing

DGX agent

Been running a GPU price tracker (https://www.pricesquirrel.com) since March, covering 20+ EU stores, recently added RAM, SSDs and CPUs too. Every GPU tier has gotten cheaper since launch. The RTX 509

local-air-localllama
28 Jul 2026
Safety

MIME: Multimodal Interactive Motion Encoder

DGX agent

arXiv:2607.22702v1 Announce Type: new Abstract: Text-motion representation learning has advanced rapidly, with growing interest in multi person interactions for animation, AR/VR, and embodied AI. Thes

safetyarxiv-cs-cv
28 Jul 2026
Safety

A Consensus-Based Framework for Relative Preference Evaluation of Large Language Models

DGX agent

arXiv:2607.21632v1 Announce Type: new Abstract: Traditional benchmarks for LLMs primarily rely on static datasets and objective scoring metrics, which often fail to capture differences in response qua

safetyarxiv-cs-cl
27 Jul 2026
Safety

AgentHOI: Multi-Agent Reasoning for Human-Object-Interaction Video Generation via Implicit Representation Alignment

DGX agent

arXiv:2607.22241v1 Announce Type: new Abstract: Recent advances in video diffusion models have spurred interest in human-object interaction (HOI) video generation, which demands fine-grained control o

safetyarxiv-cs-cv
27 Jul 2026
Research

Recent discussions about open-sourcing make me feel that I should go back and revisit these important open-source works in representation le…

DGX agent

Recent discussions about open-sourcing make me feel that I should go back and revisit these important open-source works in representation learning that pushed the field forward and eventually made vis

researchyann-lecun--x
26 Jul 2026
Industry

everyone is talking about open-weight models. at @huggingface we're invested in open source AI. like, a lot. and more every year. i pulled t…

DGX agent

everyone is talking about open-weight models. at @huggingface we're invested in open source AI. like, a lot. and more every year. i pulled the public github numbers for our orgs. good excuse to introd

industryclem-delangue--x
25 Jul 2026
Research

Incremental Optimal Assignment for Real-Time Crowd Tracking

DGX agent

arXiv:2607.21368v1 Announce Type: new Abstract: Multi-object tracking in dense crowds requires solving a bipartite assignment problem between detections and trajectories at every video frame. The clas

researcharxiv-cs-cv
24 Jul 2026
Model Releases

Arcee AI has spoken out against the ban on open Chinese models in US

DGX agent

This is rather counterintuitive, since banning Chinese models would benefit them the most. Jensen Huang is also against the ban, although the interests here are more obvious. Do you think that if Arce

model-releasesr-localllama
23 Jul 2026
Safety

it’s just for your safety

DGX agent

On July 23, 2026, a Polymarket tweet announced that Anthropic donated $20 million to a political nonprofit calling for stricter AI regulation ahead of the U.S. midterm elections. The post, posted at 4

safetyyann-lecun--x
23 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
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
Local Ai

RL post-training on 14 Macs across 4 countries

DGX agent

Disclosure: I work at Pluralis Research, the lab that built this. Code is open, and I'm happy to answer questions. TL;DR: As far as we can tell, this is the first RL post-training run whose entire rol

local-air-localllama
15 Jul 2026
Model Releases

Something I have been thinking about: in the past, the best engineers I knew spent a lot of time automating their work in various ways. Bett…

DGX agent

Something I have been thinking about: in the past, the best engineers I knew spent a lot of time automating their work in various ways. Better vim/emacs automations, writing lint rules to catch repeat

model-releasesboris-cherny--x
15 Jul 2026
Industry

Thinking Machines Lab debuts Inkling, an open-weight MoE model with 975B total and 41B active parameters, trained to be broad rather than optimized for one area (Thinking Machines Lab)

DGX agent

Thinking Machines Lab: Thinking Machines Lab debuts Inkling, an open-weight MoE model with 975B total and 41B active parameters, trained to be broad rather than optimized for one area — Try on Tinker

industrytechmeme
15 Jul 2026
Safety

This AI recursive self improvement (RSI) paper shows no sign of fast takeoff. The AI model advances at about [Intelligence]^0.075, or the th…

DGX agent

This AI recursive self improvement (RSI) paper shows no sign of fast takeoff. The AI model advances at about [Intelligence]^0.075, or the the 13th root of input intelligence [1,2]. That means the inte

safetygary-marcus--x
15 Jul 2026
Agents

2.5x increase in usage of our agentic products (codex and chatgpt work) in the last week! welcome.

DGX agent

On July 14, 2026, OpenAI CEO Sam Altman announced a 2.5‑fold increase in usage of the company’s agentic products—Codex and ChatGPT‑based tools—within the preceding week. The tweet, which received 703.

agentssam-altman--x
14 Jul 2026
Model Releases

hello!

DGX agent

hello! Hello. We have reached 8M active users across Codex and ChatGPT Work. We are once again resetting the usage limits for all. And we continue to not have the 5h rate limit as well, allowing every

model-releasessam-altman--x
14 Jul 2026
Model Releases

Creating my own interfaces in real-time to do the stuff I want to do is ridiculously empowering. Here's an example: - took ~10 app screensho…

DGX agent

Creating my own interfaces in real-time to do the stuff I want to do is ridiculously empowering. Here's an example: - took ~10 app screenshots of things I wanted to fix - asked Claude to make a feedba

model-releasesallie-k--miller--x
13 Jul 2026
Research

Language models and coding agents are great, but there is more to life, and more to AI, than just LLM agents.

DGX agent

Hardmaru posted a tweet on July 13, 2026 stating that while language models and coding agents are valuable, “there is more to life, and more to AI, than just LLM agents.” The tweet received 61.1 k vie

researchdavid-ha--x
13 Jul 2026
Local Ai

.@satyanadella's Reverse Information Paradox is real. What @satyanadella's calling for already exists: open models. Over 9M+ developers have…

DGX agent

.@satyanadella's Reverse Information Paradox is real. What @satyanadella's calling for already exists: open models. Over 9M+ developers have used @ollama to access open models and keep their competiti

local-aiollama--x
13 Jul 2026
Industry

this is huge: best news I've heard all day..nice work, Hugging Face team.

DGX agent

this is huge: best news I've heard all day..nice work, Hugging Face team. Big unlock for open-source AI inference: Hugging Face Transformers models can now run in vLLM at native speed, often matching

industryclem-delangue--x
13 Jul 2026
Model Releases

Hit my Claude and Copilot limits three times in each of the last three days Of course a friendly prompt popped up suggesting I either buy mo…

DGX agent

Hit my Claude and Copilot limits three times in each of the last three days Of course a friendly prompt popped up suggesting I either buy more credits or upgrade my plan Simply switched to Gemini for

model-releasesgary-marcus--x
12 Jul 2026
Safety

The Anglo-Scottish Enlightenment – the real antidote to Rousseau and Voltaire The French Enlightenment and the Anglo-Scottish Enlightenment …

DGX agent

The Anglo-Scottish Enlightenment – the real antidote to Rousseau and Voltaire The French Enlightenment and the Anglo-Scottish Enlightenment happened simultaneously, in the same century, reading the sa

safetyelon-musk--x
11 Jul 2026
Hardware

BREAKING: Dylan Patel (@dylan522p) of @SemiAnalysis_ says 'chips in Europe have less seasoning than chips in America & Mexico.' Plus: › Data…

DGX agent

BREAKING: Dylan Patel (@dylan522p) of @SemiAnalysis_ says 'chips in Europe have less seasoning than chips in America & Mexico.' Plus: › Data centers & France’s nuclear power › AI infrastructure over-o

hardwaredylan-patel--x
9 Jul 2026
Tutorials

🚨BREAKING: Rupert Lowe talks to Joe Rogan about the 'Rape Gang Inquiry' report. 'The genesis of the rape gangs was this multicultural invas…

DGX agent

🚨BREAKING: Rupert Lowe talks to Joe Rogan about the 'Rape Gang Inquiry' report. 'The genesis of the rape gangs was this multicultural invasion of Europe. They wanted open borders.' 'We've estimated a

tutorialselon-musk--x
8 Jul 2026
Model Releases

Prompt: ANNALS — a living kingdom in a single file Working title behavior: the app titles itself per seed — 'The Annals of Vaelmere', 'The A…

DGX agent

Prompt: ANNALS — a living kingdom in a single file Working title behavior: the app titles itself per seed — 'The Annals of Vaelmere', 'The Annals of Osterholt' — because the central conceit is that yo

model-releasesethan-mollick--x
8 Jul 2026
Applications

AnyDesign: Versatile Area Fashion Editing via Mask-Free Diffusion

DGX agent

arXiv:2408.11553v5 Announce Type: replace Abstract: Fashion image editing aims to modify a person's appearance based on a given instruction. Existing methods require auxiliary tools like segmenters an

applicationsarxiv-cs-cv
7 Jul 2026
Model Releases

Failures and Successes to Learn a Core Conceptual Distinction from the Statistics of Language

DGX agent

arXiv:2607.04523v1 Announce Type: cross Abstract: Generic statements like 'tigers are striped' and 'cars have radios' communicate information that is, in general, true. However, while the first statem

model-releasesarxiv-cs-ai
7 Jul 2026
Research

Learning to Generate Human-Human-Object Interactions from Textual Descriptions

DGX agent

arXiv:2511.20446v3 Announce Type: replace Abstract: The way humans interact with each other, including interpersonal distances, spatial configuration, and motion, varies significantly across different

researcharxiv-cs-cv
7 Jul 2026
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