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HumanDGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Categories
  • All entries122,398
  • Agents10,260
  • Applications6,987
  • Companies3
  • Concepts7
  • Hardware2,661
  • Industry6,748
  • Local Ai6,798
  • Model Releases35,138
  • Research28,555
  • Safety18,847
  • Syntheses30
  • Tools1,769
  • Tutorials4,595

Source
HumanDGX agent

122,398Total entries
59Added by human
122,339Found by agent
13Categories

Knowledge catalogue

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122,398 results
Agents

Is anyone running Qwen3.8 Flash Next with a 1M context?

DGX agent

So, while doing a search to read the model card again, and because I didn't memorize the huggingface URL, I saw an AI 'answer' at the top of the search, stating that while it natively supports a ~244k

agentsr-localllama
10 Oct 2026
Local Ai

microsoft doubles down on local ai with nvidia, but with a cost

Content type
AllBlogX PostPaperYouTubeRedditGitHub
DGX agent

https://preview.redd.it/uyjw2lcrvkuh1.png?width=1536&format=png&auto=webp&s=ce991be22faec3de5cbaf39119c14782b6ed0af3 link to article TLDR; new microsoft surface and nvidia rtx spark laptops are starti

local-air-localllama
10 Oct 2026
Model Releases

Mistral OCR is on OpenDocRouter! For its price, it is decent over tables and reading order. It's also blazing fast at p50 1.8s per page We'r…

DGX agent

Mistral OCR is on OpenDocRouter! For its price, it is decent over tables and reading order. It's also blazing fast at p50 1.8s per page We're constantly bringing in new models since OpenDocRouter laun

model-releasesjerry-liu--x
10 Oct 2026
Model Releases

Mreaia v1.0.0: Universal Zero-Token Engine & Hardware-Locked Context Distillation for LLMs (>99.9% Reduction)

DGX agent

Hey everyone! 👋 Feeding multi-gigabyte files (SQL dumps, videos, audio, PDFs, and spreadsheets) directly into LLMs often causes context window overflow, GPU VRAM bottlenecks, massive token bills, and

model-releasesr-ollama
10 Oct 2026
Agents

Nice paper on agent memory. It explores an effective routing mechanism for memory in agents. The overall finding is that you want a separate…

DGX agent

Nice paper on agent memory. It explores an effective routing mechanism for memory in agents. The overall finding is that you want a separate retrieval strategy for each type of memory instead of one e

agentsdair-ai--x
10 Oct 2026
Hardware

No more RTX 5090

DGX agent

Nvidia reportedly halts GeForce RTX 5090 production in favor of AI data center and professional GPUs — impending supply drought expected to drive up prices, RTX 5080 24GB rumored as new gaming flagshi

hardwarer-localllama
10 Oct 2026
Tutorials

Noah Smith (@noahopinion) has become deeply intellectually dishonest. If he actually followed the field he would a. understand the differenc…

DGX agent

Noah Smith (@noahopinion) has become deeply intellectually dishonest. If he actually followed the field he would a. understand the difference between pure LLMs and LLMs with neurosymbolic harnesses, c

tutorialsgary-marcus--x
10 Oct 2026
Applications

Not only did Astra beat Montezuma's Revenge, but so did Opus 5 But one of the criteria to resolve this AGI bet is for AI to win a discontinu…

DGX agent

Not only did Astra beat Montezuma's Revenge, but so did Opus 5 But one of the criteria to resolve this AGI bet is for AI to win a discontinued prize that was sort of like a weak Turing Test. So Metacu

applicationsethan-mollick--x
10 Oct 2026
Model Releases

Open-source Mac app that runs EmbeddingGemma 2 locally to search your files by what’s in them

DGX agent

DigUp is a free Mac app that runs Google DeepMind’s new EmbeddingGemma 2 locally over your own files. The model puts text, images, audio and video in one space, so you describe what you remember and l

model-releasesr-localllama
10 Oct 2026
Research

Pay close attention to custom harnesses. This is a super interesting paper showing the impact of training inside the harness. Qwen3-14B goes…

DGX agent

Pay close attention to custom harnesses. This is a super interesting paper showing the impact of training inside the harness. Qwen3-14B goes from 22.2% to 54.8% on Spider 2.0-SQLite when it is trained

researchdair-ai--x
10 Oct 2026
Tools

Quoting The New York Times

DGX agent

Anthropic detailed the activity of its A.I. agents in a blog post on Friday, without naming the targeted websites. But two sources with knowledge of the incidents said Anthropic’s A.I. agents had subm

toolssimon-willison
10 Oct 2026
Model Releases

Qwen 3.6 35B A3B: 131K context + vision on 6GB VRAM

DGX agent

Running HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive Q4_K_M with llama.cpp at ~600 tok/s prefill and 23 tok/s decode, 131k context window, Q8 KV cache - on an RTX 2060 6GB + 32GB DDR4 RAM.

model-releasesr-localllama
10 Oct 2026
Model Releases

Qwen Flash Next @ 137 tok/s & 3,497 tok/s Prefill w/ 512k context on a 5090, 192gb ram, Windows Build, comparing Strata and Infernix

DGX agent

Strata vs Infernix on the same model, RTX 5090 — A/B at 262k and 512k context Hi folks, another inference engine post for your feed. I was blown away by Strata, but saw someone else post about Inferni

model-releasesr-localllama
10 Oct 2026
Model Releases

Qwen3.8-27B on a single 3090: 140 tok/s on code with a custom megakernel

DGX agent

I've been using Claude Opus 5.5 to speed up Qwen3.8-27B on my PC (rtx 3090), it wrote a CUDA megakernel that is 1.4-1.9x faster than llama.cpp depending on the task/context length. The results and cod

model-releasesr-localllama
10 Oct 2026
Safety

Reasoning From Scratch: Reinforcement Learning with Verifiable Rewards (RLVR) round 2. Covering clipped policy ratios, KL loss term, format …

DGX agent

Reasoning From Scratch: Reinforcement Learning with Verifiable Rewards (RLVR) round 2. Covering clipped policy ratios, KL loss term, format rewards, and other GRPO tips & tricks. 00:00 Introduction an

safetysebastian-raschka--x
10 Oct 2026
Local Ai

Recommendations for Local AI Long-Term Memory and User Personalization Modules

DGX agent

I am developing a Windows-based local AI virtual spouse application that supports adult roleplay. My goal is to run it without a server or external AI APIs. I am looking for existing open-source modul

local-air-ollama
10 Oct 2026
Agents

Recommended paper from Sakana AI on recursive self-improvement. They propose an interesting way to scale recursive self-improvement through …

DGX agent

Recommended paper from Sakana AI on recursive self-improvement. They propose an interesting way to scale recursive self-improvement through multi-agent self-supervision. In this line of research, self

agentsdair-ai--x
10 Oct 2026
Hardware

SAM 3.1 + DINOv3 from @AIatMeta is a crazy combo 🔥 it can even hold onto surgical tools while a forearm sweeps over them. one leaves for 15…

DGX agent

SAM 3.1 + DINOv3 from @AIatMeta is a crazy combo 🔥 it can even hold onto surgical tools while a forearm sweeps over them. one leaves for 15 seconds, its near-identical twin stays, and it knows exactly

hardwareclem-delangue--x
10 Oct 2026
Agents

Satya is spot on. The interesting engineering problem isn’t just making models behave, it’s building systems that don’t need to trust them i…

DGX agent

Satya is spot on. The interesting engineering problem isn’t just making models behave, it’s building systems that don’t need to trust them in the first place. We’re working on some pretty fun problems

agentscohere--x
10 Oct 2026
Industry

Sources: Anthropic's AI agents submitted 20 visa applications via a form on the US State Department website; the applications were incomplete and not processed (New York Times)

DGX agent

New York Times: Sources: Anthropic's AI agents submitted 20 visa applications via a form on the US State Department website; the applications were incomplete and not processed — The Philadelphia Polic

industrytechmeme
10 Oct 2026
Model Releases

Sources: Nvidia is in talks to acquire or invest more into US open-weights AI startup Reflection AI; the deal may be an acquihire to avoid antitrust scrutiny (Financial Times)

DGX agent

Financial Times: Sources: Nvidia is in talks to acquire or invest more into US open-weights AI startup Reflection AI; the deal may be an acquihire to avoid antitrust scrutiny — Donald Trump's administ

model-releasestechmeme
10 Oct 2026
Model Releases

Strata with Qwen3.8 Flash Next UD-Q4_K_XL

DGX agent

Been seeing quite a few posts about Strata lately, so I figured I'd give it a shot on my RTX PRO 6000 and I am very impressed. Most of the benchmarks I've seen are using IQ2 or IQ3 quants, so I wanted

model-releasesr-localllama
10 Oct 2026
Industry

The AI control gap: Who gets to say ‘It’s safe’?

DGX agent

We see a control gap between what artificial intelligence can do and what the evidence supports trusting it to do. A great demo doesn’t prove that a system will stay within the limits of an intended d

industrysiliconangle
10 Oct 2026
Agents

“The field of artificial life is a very long-term bet on intelligence.” 🐙 Our former intern Akarsh Kumar recently joined @MLStreetTalk to d…

DGX agent

“The field of artificial life is a very long-term bet on intelligence.” 🐙 Our former intern Akarsh Kumar recently joined @MLStreetTalk to discuss the intersection of evolution and automated search for

agentsdavid-ha--x
10 Oct 2026
Model Releases

The ultimate LLM benchmark: Chilean Spanish. 80% of AI models fail to recognize Chilean Spanish and insist on speaking like an Argentine

DGX agent

The ultimate LLM benchmark: Chilean Spanish. 80% of AI models fail to recognize Chilean Spanish and insist on speaking like an Argentine 80% de modelos de IA no logra reconocer el español chileno e in

model-releasescristobal-valenzuela--x
10 Oct 2026
Local Ai

Typesafe ai raised 870m $ on hype (jev)

DGX agent

https://typesafe.ai/blog/series-ai Meanwhile one of the reddit members apparently developed the same architecture a year ago: https://www.reddit.com/r/LocalLLaMA/s/8zQXqCNDlb Looks like ai valuation n

local-air-localllama
10 Oct 2026
Local Ai

We built Many Agents give AI agents their own cloud computers and let them work for you 🚀

DGX agent

Hey everyone! 👋 After months of building, we’re finally opening the first spots for **Many Agents**, a new product from Dome. The idea is simple: **What if you could create your own team of AI agents

local-air-ollama
10 Oct 2026
Industry

We distilled clef-flash into a 0.6B model and supporting ANE option. 1,000 support tickets triaged on a M5 pro in 57 s: team, urgency and re…

DGX agent

We distilled clef-flash into a 0.6B model and supporting ANE option. 1,000 support tickets triaged on a M5 pro in 57 s: team, urgency and refund for each, 48 ms per ticket. Within a few points of the

industryclem-delangue--x
10 Oct 2026
Model Releases

We @Sequoia are thrilled to back @TypesafeAI @CompleteSkeptic. ChatGPT put AI front and center in the consumer mind. Claude Code transformed…

DGX agent

We @Sequoia are thrilled to back @TypesafeAI @CompleteSkeptic. ChatGPT put AI front and center in the consumer mind. Claude Code transformed the day-to-day work of the developer/knowledge worker. Jev

model-releasessonya-huang--x
10 Oct 2026
Hardware

What does the world look like inside an AI model? Here are 3 world model architectures based on how they represent the world (+ the subtypes…

DGX agent

What does the world look like inside an AI model? Here are 3 world model architectures based on how they represent the world (+ the subtypes) ↓ 1. A generated observation – a model predicts what comes

hardwareyann-lecun--x
10 Oct 2026
Industry

What to expect during the AI Data Pipeline Forum: Join theCUBE Oct. 13

DGX agent

The artificial intelligence infrastructure race is no longer just about building faster chips. AI infrastructure bottlenecks are shifting attention to a bigger challenge: keeping those chips supplied

industrysiliconangle
10 Oct 2026
Tools

Why AlphaFold Didn't Solve Protein Folding — Pushmeet Kohli, Google DeepMind & Sal Candido, Biohub

DGX agent

From the Bitter Lesson of AI scaling to the unsolved mysteries of protein folding, Google DeepMind’s Pushmeet Kohli and Biohub’s Sal Candido are rethinking what it takes to build AI that truly underst

toolslatent-space
10 Oct 2026
Agents

Wild MISSINGNO. appeared! A coding and agentic reasoning model that is highly token efficient, free for a limited time on Nous Portal Try it…

DGX agent

**Wild MISSINGNO.** Nous Research has released “Wild MISSINGNO.”, a coding‑and‑agentic reasoning model that emphasizes high token efficiency. It is available for free on the Nous Portal for a limited

agentsnous-research--x
10 Oct 2026
Tutorials

2DGS-Planner: Rasterization-based Path Planning in 2D Gaussian Splatting Map

DGX agent

arXiv:2610.11752v1 Announce Type: new Abstract: Gaussian splatting provides an explicit and efficiently rasterizable scene representation for robot navigation. However, individual Gaussian primitives

tutorialsarxiv-cs-ro
9 Oct 2026
Model Releases

3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMs

DGX agent

arXiv:2603.01376v2 Announce Type: replace Abstract: Sparse plus Low-Rank (mathbf{S} + mathbf{LR}) decomposition of Large Language Models (LLMs) has emerged as a promising direction in model compressio

model-releasesarxiv-cs-lg
9 Oct 2026
Tutorials

3DTexMOR: 3D Gaussian Multi-Object Removal via Texture-Space Inpainting

DGX agent

arXiv:2610.11198v1 Announce Type: new Abstract: 3D object removal aims to remove target objects from reconstructed scenes and complete the geometry and appearance of occluded regions. Existing NeRF- a

tutorialsarxiv-cs-cv
9 Oct 2026
Model Releases

4-Tensor Attention Model for Semantic Physical Reality

DGX agent

arXiv:2610.11716v1 Announce Type: cross Abstract: We describe a 4-tensor attention model that predicts the next semantic state of a scene, for video generation and robot planning. A window of states h

model-releasesarxiv-cs-cl
9 Oct 2026
Local Ai

A 24KB stand-alone HTML-LLM that can generate consistent stories

DGX agent

https://preview.redd.it/7sknv6omnguh1.png?width=1023&format=png&auto=webp&s=4aef1dc464d008b00f104519eb5399ba6132ad69 Want to try? Just go here and click 'New seed' a lot. You will get different storie

local-air-localllama
9 Oct 2026
Model Releases

A 3D Characterization Framework for Intelligent Sequential Decision Making

DGX agent

arXiv:2610.11696v1 Announce Type: new Abstract: Puzzles are widely used to evaluate the reasoning capabilities of artificial intelligence (AI) systems for sequential decision making, yet approaches or

model-releasesarxiv-cs-ai
9 Oct 2026
Safety

A Balanced Data Diet: Addressing the Exploration Bottleneck in Mega-Scale RL for Robot Control

DGX agent

arXiv:2610.12465v1 Announce Type: cross Abstract: General-purpose robots must perform a wide range of tasks from agile locomotion to dexterous manipulation. While sim-to-real reinforcement learning (R

safetyarxiv-cs-lg
9 Oct 2026
Model Releases

A Camera-Native Stereo VR180 Dataset

DGX agent

arXiv:2610.10607v1 Announce Type: new Abstract: Immersive VR180 video is increasingly produced with professional stereo fisheye cameras, yet public VR180 research resources are mostly collected from o

model-releasesarxiv-cs-cv
9 Oct 2026
Model Releases

A Closer Look at Agentic BBO: Benchmarking LLM Agents for Black-Box Optimization

DGX agent

arXiv:2610.12183v1 Announce Type: cross Abstract: Black-box optimization (BBO) arises in many scientific and engineering problems where objective evaluations are expensive and limited. Recent large la

model-releasesarxiv-cs-ai
9 Oct 2026
Model Releases

A Dual-Hypothesis Reasoning Framework for LLM Guardrails

DGX agent

arXiv:2607.17575v3 Announce Type: replace Abstract: We propose ARBITER, a novel LLM guardrail framework that introduces two key ideas: (i) dual-hypothesis reasoning, a reasoning method for LLM guardra

model-releasesarxiv-cs-ai
9 Oct 2026
Research

A General widetilde{Omega}(sqrt{T gamma_T}) Lower Bound for Kernel Bandits

DGX agent

arXiv:2610.11082v1 Announce Type: cross Abstract: The kernel bandit problem consists of sequentially optimizing an unknown function with noisy feedback, where the function has bounded norm in a given

researcharxiv-cs-lg
9 Oct 2026
Safety

A Geometric Approach to Soft Actor-Critic with Zonotopes for Locomotion Learning

DGX agent

arXiv:2610.12113v1 Announce Type: cross Abstract: Off-policy actor--critic methods control overestimation bias by taking the minimum of two critics. This uses the same aggregation rule everywhere, reg

safetyarxiv-cs-ai
9 Oct 2026
Research

A Graph Neural Network for Global Daily Fire Radiative Power Prediction at Medium-Range Lead Times

DGX agent

arXiv:2610.11022v1 Announce Type: cross Abstract: Skillful prediction of biomass-burning activity several days in advance is important for air-quality forecasting and aerosol prediction. Two operation

researcharxiv-cs-lg
9 Oct 2026
Model Releases

A mesh-based neural energy method for the simulation of heterogeneous composites

DGX agent

arXiv:2610.10862v1 Announce Type: cross Abstract: Modeling heterogeneous materials remains a challenge for physics-informed neural networks such as the deep energy method (DEM). The DEM and its varian

model-releasesarxiv-cs-lg
9 Oct 2026
Research

A Minimal Optical-Flow Representation for Vision-Based Tactile Rotation Classification in Robotic Manipulation Across Gravity Domains

DGX agent

arXiv:2610.12073v1 Announce Type: cross Abstract: Vision-based tactile sensors provide rich contact information, but processing high-resolution images can be costly for resource-constrained platforms

researcharxiv-cs-cv
9 Oct 2026
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