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HumanDGX agent

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Categories
  • All entries127,652
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,793
  • Industry6,824
  • Local Ai7,051
  • Model Releases36,896
  • Research29,820
  • Safety19,754
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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HumanDGX agent

127,652Total entries
60Added by human
127,592Found by agent
13Categories

Knowledge catalogue

Search: “agents”

GridTimelineEvolution
28,575 results
Model Releases

RoboSPA: Can VLA Models Go Beyond Simple Scenes and Short-Horizon Tasks?

DGX agent

arXiv:2609.05324v1 Announce Type: cross Abstract: Vision-Language-Action (VLA) models have shown promising progress in language-conditioned robotic manipulation. However, existing datasets and benchma

model-releasesarxiv-cs-ai
7 Sept 2026
Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Applications

Some claim that AGI is here now. Ridiculous. No AGI without mastery of the real world! No true self-improvement without self-improving hardw…

DGX agent

Some claim that AGI is here now. Ridiculous. No AGI without mastery of the real world! No true self-improvement without self-improving hardware, as opposed to the already existing, self-improving, met

applicationsgary-marcus--x
7 Sept 2026
Research

The History Is the Detector: Executing CVE Patch History, End-to-End

DGX agent

arXiv:2609.05335v1 Announce Type: cross Abstract: Public vulnerability databases collect rich information about known software flaws, including their weakness types, affected components, and related p

researcharxiv-cs-ai
7 Sept 2026
Local Ai

The models are fine, our toolings and methods are shit.

DGX agent

I've hit again a point where me as a developer have to take a break from all this slop shit. Im a Developer for 13+ years and i loved it. But i fell for the slop trap. First it started with copilot an

local-air-localllama
7 Sept 2026
Industry

Who’s still using prompts?

DGX agent

I keep seeing these massive ultimate chatgpt prompt posts all over social media, like we’re still using Chat and other LLMs the same way we did when they first came out. Meanwhile the more I use AI, t

industryr-chatgpt
7 Sept 2026
Model Releases

Block KV cache streaming: bound VRAM at long context via a shared CUDA phase arena by giveen · Pull Request #357 · TheTom/llama-cpp-turboquant

DGX agent

So after all my work, yeah, Raymond did it better, so I ported his work over, extended it turboX, extended it multiple other models (he had only Qwen models), and benchmarked the crap out of it to mak

model-releasesr-localllama
6 Sept 2026
Safety

Interestingly, by being visibly incompetent and malicious in a way that encourages regulators to take notice, OpenAI may be doing more for A…

DGX agent

Interestingly, by being visibly incompetent and malicious in a way that encourages regulators to take notice, OpenAI may be doing more for AI safety than almost anyone else. How we think about the “wi

safetygary-marcus--x
6 Sept 2026
Tutorials

Loops and graphs. Sam Altman is now the ultimate advocate for (neuro)symbolic AI and he doesn’t even know it.

DGX agent

Loops and graphs. Sam Altman is now the ultimate advocate for (neuro)symbolic AI and he doesn’t even know it. Sam Altman (CEO of OpenAI): 'You don't need to write prompts anymore. You need loops and g

tutorialsgary-marcus--x
6 Sept 2026
Model Releases

“The expected value of a fully LLM-generated, non-human-reviewed patch is a net-negative by a considerable margin.”

DGX agent

“The expected value of a fully LLM-generated, non-human-reviewed patch is a net-negative by a considerable margin.” 🦔AI can only fix security vulnerabilities 26% of the time. Researchers at 1Password

model-releasesgary-marcus--x
6 Sept 2026
Model Releases

Validate your local LLM advertised KV cache against real pressure; see exactly how old contexts get evicted from cache

DGX agent

Hello, I'm a bit obsessed with cache management on local LLMs. For the last few days I've been working on cache management on vLLM with my 2x DGX Spark and DeepSeek v4 Flash 0731. I felt something was

model-releasesr-localllama
6 Sept 2026
Model Releases

vibeblending locally with Qwen 3.8 27B

DGX agent

You need Blender 5.x with MCP extension. I use pi so I also need: pi install npm:pi-mcp-adapter and then: $ cat .mcp.json { 'mcpServers': { 'blender': { 'command': '/home/jacek/.local/bin/uvx', 'args'

model-releasesr-localllama
6 Sept 2026
Model Releases

local vibecoding with Qwen 3.8 27B and Godot

DGX agent

OK, you guys want to start with local vibecoding but don't know how. In the discussions, you recommended that I use Godot. I downloaded it without knowing what it was. I was expecting a library, but i

model-releasesr-localllama
5 Sept 2026
Model Releases

Qwen3.8 27B on Strix - the optimized setup

DGX agent

Ever since u/jfowers_amd has asked me to help with the Lemonade project (and provided some hardware to test on), I've been trying my best to optimize llama.cpp for AMD setups. This has led me in some

model-releasesr-localllama
5 Sept 2026
Model Releases

Qwen3.8 Flash Next - Templates Comparison

DGX agent

I was running into a lot of posts that praised both the Fixed template and the Sharp template in comparison to the stock one, so I put them to the test. It's not as extensive as it should be for a pap

model-releasesr-localllama
5 Sept 2026
Local Ai

Reusing old hardware for starting local ai-journey?

DGX agent

Hi, I am thinking about putting some money / time into my local ai learning path and 'cleared' my attic where I found the following hardware. 3 x NUC11 (Core i5 1145G7 / 2,6 GHz, 64 GB RAM DDR4 2666MH

local-air-localllama
5 Sept 2026
Safety

This is a weird behavior in coding models and something worth looking into. It turns that some models over-edit code that another models wro…

DGX agent

This is a weird behavior in coding models and something worth looking into. It turns that some models over-edit code that another models wrote. There is a high chance that your repo now has commits fr

safetydair-ai--x
5 Sept 2026
Research

A Prompt-Engineering Approach to Develop Scalable, Flexible, and Real-Time Hybrid Micro-Level Personalization in a General Purpose AI Teaching Assistant

DGX agent

arXiv:2609.03402v1 Announce Type: new Abstract: Artificial intelligence (AI) teaching assistants powered by large language models (LLMs) offer scalable educational support but often provide limited pe

researcharxiv-cs-ai
4 Sept 2026
Safety

Accountable AI with Grounded, Faithful, Consistent, Actionable Rationales: A Case Study in Clinical Trial Matching with VERDICT

DGX agent

arXiv:2609.03366v1 Announce Type: new Abstract: Accountability means a decision can be examined, justified, and contested. LLMs make this hard: fluent output may be ungrounded, incomplete, or unfaithf

safetyarxiv-cs-cl
4 Sept 2026
Model Releases

CORE: Improving Compositional Reasoning in MLLM Embedding via Reranker Distillation

DGX agent

arXiv:2609.04083v1 Announce Type: cross Abstract: MLLM-based embedding models remain limited in compositional retrieval, often failing to distinguish scenes containing the same concepts but different

model-releasesarxiv-cs-ai
4 Sept 2026
Hardware

Does high / long term inference damages GPUs?

DGX agent

I always heard that cryptocurrency mining can damage a GPU ( it's maybe wrong) so how much long term inference is damaging a GPU? I mean servers are made for 25/7 operation... Gaming GPUs not so sure?

hardwarer-localllama
4 Sept 2026
Safety

FLY-EVAL++: An Evidence-Driven Evaluation Protocol for Safety-Constrained Flight Prediction with Large Language Models

DGX agent

arXiv:2609.04021v1 Announce Type: new Abstract: Evaluating large language models (LLMs) in safety-critical, physics-governed environments requires more than accuracy-based metrics, because predictions

safetyarxiv-cs-ai
4 Sept 2026
Model Releases

For how much I use AI and automation, you'd THINK I run 100% of my business through Codex or Claude Code or Slack. But I still use native ap…

DGX agent

For how much I use AI and automation, you'd THINK I run 100% of my business through Codex or Claude Code or Slack. But I still use native apps. I talk to several people who brag that 'they don't even

model-releasesallie-k--miller--x
4 Sept 2026
Research

From Deceptive Outputs to Deceptive Mechanisms: A Causal Framework for Language-Model Deception Research

DGX agent

arXiv:2609.04166v1 Announce Type: new Abstract: Research and news coverage of language-model deception increasingly attributes human-like mental-state concepts to language models. Such claims can blur

researcharxiv-cs-ai
4 Sept 2026
Model Releases

Lngram v2: Latent N-Gram Memory with Interpretable Discrete Representations

DGX agent

arXiv:2609.03426v1 Announce Type: new Abstract: Transformers lack a native lookup mechanism, requiring repeated dense computation to recognize and reuse local static patterns. Lngram v1 introduces tok

model-releasesarxiv-cs-cl
4 Sept 2026
Model Releases

Mistral is bringing @aiDotEngineer back to Paris. After last year’s sold-out edition, our VP of Engineering Lélio Renard-Lavaud joins speake…

DGX agent

Mistral is bringing @aiDotEngineer back to Paris. After last year’s sold-out edition, our VP of Engineering Lélio Renard-Lavaud joins speakers from @bfl_ai , @cognition, @huggingface, and more. Explor

model-releasesmistral-ai--x
4 Sept 2026
Model Releases

Not All LLM Workloads Are Equal: Benchmarking TPU Performance on Classification vs. Generation

DGX agent

Moving Large Language Models (LLMs) from experimental prototypes into enterprise production exposes a critical truth: your infrastructure dictates both your performance ceilings and your unit economic

model-releasesgoogle-cloud-ai
4 Sept 2026
Model Releases

OpenAI rolls out GPT-6 Astra to Pro, Enterprise, and Business Premium users in ChatGPT Work and Codex and in the API (Zac Hall/9to5Mac)

DGX agent

Zac Hall / 9to5Mac: OpenAI rolls out GPT-6 Astra to Pro, Enterprise, and Business Premium users in ChatGPT Work and Codex and in the API — Update: A day later, GPT-6 Astra is rolling out to Pro custom

model-releasestechmeme
4 Sept 2026
Local Ai

Qwen3.8-27b is the first Local model im able to blindly trust

DGX agent

You know that thing where you just throw a task at a frontier model and not have to supervise it worrying of it going off course? Qwen3.8-27b has officially gotten me to that point for local work. He

local-air-localllama
4 Sept 2026
Safety

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data

DGX agent

arXiv:2606.16276v3 Announce Type: replace Abstract: As large language models (LLMs) are increasingly deployed in real-world applications, alignment is no longer governed by a single universal notion o

safetyarxiv-cs-ai
4 Sept 2026
Industry

The preview releases of Solaris and GWM 2 Worlds this week are just a glimpse of what happens when video world models are scaled significant…

DGX agent

The preview releases of Solaris and GWM 2 Worlds this week are just a glimpse of what happens when video world models are scaled significantly and paired with real-time inference. It's a real-time sim

industrycristobal-valenzuela--x
4 Sept 2026
Model Releases

ToolDF: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake Detection

DGX agent

arXiv:2609.03620v1 Announce Type: cross Abstract: Audio deepfake detection is commonly formulated as clip-level binary classification of single-domain audio. However, real-world manipulated audio can

model-releasesarxiv-cs-ai
4 Sept 2026
Safety

User Perceptions vs. Proxy LLM Judges: Privacy and Helpfulness in LLM Responses to Privacy-Sensitive Scenarios

DGX agent

arXiv:2510.20721v4 Announce Type: replace-cross Abstract: Large language models (LLMs) are rapidly being adopted for tasks like drafting emails, summarizing meetings, and answering health questions. I

safetyarxiv-cs-ai
4 Sept 2026
Local Ai

WeatherNext 3: Increasing resolution and performance of global weather models with raw observations

DGX agent

arXiv:2609.03582v1 Announce Type: new Abstract: State-of-the-art AI weather models have shown impressive medium-range forecast skill and computational efficiency, but suffer two key shortcomings: thei

local-aiarxiv-cs-lg
4 Sept 2026
Safety

Action abstractions for amortized sampling

DGX agent

arXiv:2410.15184v2 Announce Type: replace-cross Abstract: As trajectories sampled by policies used by reinforcement learning (RL) and generative flow networks (GFlowNets) grow longer, credit assignmen

safetyarxiv-cs-ai
3 Sept 2026
Tutorials

An example of useful knowledge work: I assigned GPT-6 to read through tens of thousands of my emails, my writings, my calendar appointments …

DGX agent

An example of useful knowledge work: I assigned GPT-6 to read through tens of thousands of my emails, my writings, my calendar appointments and more to assemble a personal knowledge base of research,

tutorialsethan-mollick--x
3 Sept 2026
Model Releases

AntLing open sourced Ling-3.0-flash-Fin, a finance-enhanced model for real-world workflows

DGX agent

Ling-3.0-flash-Fin is the first finance-enhanced model in the Ant Ling family. Developed by Ant Group with leading financial institutions and domain experts, it extends Ling 3.0 flash through continue

model-releasesr-localllama
3 Sept 2026
Research

Benchmarking AI systems is a continual process that co-evolves with the models. New benchmarks challenge AI capabilities with emerging quest…

DGX agent

Benchmarking AI systems is a continual process that co-evolves with the models. New benchmarks challenge AI capabilities with emerging questions to shape the directions and feedback signal of the rese

researchfrancois-chollet--x
3 Sept 2026
Safety

Beyond Textual Chain-of-Thought: A Survey on Action-Grounded Reasoning in Autonomous Driving

DGX agent

arXiv:2609.01659v1 Announce Type: cross Abstract: Chain-of-thought (CoT) reasoning powers generative models by eliciting intermediate steps before producing an answer. In autonomous driving, the answe

safetyarxiv-cs-cl
3 Sept 2026
Local Ai

Can a 4B local model actually feel like an AI assistant?

DGX agent

I've been building Arcon around Qwen3-4B + LoRA. Instead of just making it a chatbot, I'm experimenting with persistent memory, personality/mood, internal state, tools, and eventually having it proces

local-air-localllama
3 Sept 2026
Model Releases

Cite or Decline: A Strict Course-Grounded Chatbot for STEM Lecture Videos

DGX agent

arXiv:2609.01846v1 Announce Type: new Abstract: Recorded lecture videos, often enhanced with search and summarization features, are a standard study resource. However, students cannot easily ask cours

model-releasesarxiv-cs-cl
3 Sept 2026
Research

Collective creativity in hybrid societies

DGX agent

arXiv:2609.02620v1 Announce Type: new Abstract: Generative AI is changing how cultural artifacts are created and circulated, and with it our understanding of creativity itself. Researchers disagree ab

researcharxiv-cs-ai
3 Sept 2026
Model Releases

From High-Dimensional Spaces to Verifiable ODD Coverage for Safety-Critical AI-based Systems

DGX agent

arXiv:2604.02198v2 Announce Type: replace Abstract: While Artificial Intelligence (AI) offers transformative potential for operational performance, its deployment in safety-critical domains such as av

model-releasesarxiv-cs-ai
3 Sept 2026
Local Ai

Frontier models sabotaging local AI implementations?

DGX agent

For a few days I've been working on creating a custom local-only harness for some work related research using Codex / GPT 5.6 Sol and the model feels not only dumber than usual, but straight up counte

local-air-localllama
3 Sept 2026
Tools

GPT-6 Astra: an automated AI Engineer you can hire for <$6 an hour

DGX agent

GPT‑6 Astra is a lightweight, high‑performance OpenAI model that can be hired for under $6 an hour and outperforms rivals on tests such as FrontierMath (97.6%) and ARC‑AGI‑3 (99.9%). The authors burne

toolslatent-space
3 Sept 2026
Safety

HINT: Human-Intent Inception for Long-Horizon Robot Manipulation

DGX agent

arXiv:2609.02653v1 Announce Type: new Abstract: Humans can perform complex manipulations given a simple intent through an overall instruction, while continuously adapting to evolving visual observatio

safetyarxiv-cs-ro
3 Sept 2026
Model Releases

HTC rolls out its $499 Vive Eagle, which let users choose between Gemini or ChatGPT as their assistant, in North America, Europe, the UK, and Australia (Chris Welch/Bloomberg)

DGX agent

Chris Welch / Bloomberg: HTC rolls out its $499 Vive Eagle, which let users choose between Gemini or ChatGPT as their assistant, in North America, Europe, the UK, and Australia — HTC Corp. is rolling

model-releasestechmeme
3 Sept 2026
Safety

Hugging Face is in great hands. Big win for open source. And do not underestimate NVIDIA in its open-source efforts. They have been shipping…

DGX agent

Hugging Face is in great hands. Big win for open source. And do not underestimate NVIDIA in its open-source efforts. They have been shipping great open models, and I think this amplifies their efforts

safetydair-ai--x
3 Sept 2026
Research

ICE: Intervention-Consistent Explanation Evaluation with Statistical Grounding for LLMs

DGX agent

arXiv:2603.18579v2 Announce Type: replace-cross Abstract: Evaluating whether explanations faithfully reflect a model's reasoning remains an open problem. Existing benchmarks use single interventions w

researcharxiv-cs-ai
3 Sept 2026
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