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HumanDGX agent

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Categories
  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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HumanDGX agent

127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “safety”

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22,398 results
Safety

StageCraft: Execution Aware Mitigation of Distractor and Obstruction Failures in VLA Models

DGX agent

arXiv:2603.20659v2 Announce Type: replace Abstract: Large scale pre-training on text and image data along with diverse robot demonstrations has helped Vision Language Action models (VLAs) to generaliz

safetyarxiv-cs-ro
7 Jul 2026
Safety
Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters

STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training

DGX agent

arXiv:2607.04963v1 Announce Type: new Abstract: Reinforcement Learning (RL) is the dominant paradigm for training Large Language Model (LLM) agents on long-horizon tasks. However, sparse and delayed r

safetyarxiv-cs-ai
7 Jul 2026
Safety

States are asking for a $1.4 trillion fine of Meta over addicting kids. Basically they are saying Facebook's business model is a result of c…

DGX agent

States are asking for a $1.4 trillion fine of Meta over addicting kids. Basically they are saying Facebook's business model is a result of crime, and all of Mark Zuckerberg's property should be forfei

safetygary-marcus--x
7 Jul 2026
Model Releases

SteelBench: Evaluating Vision-Language Models in Real-World Industrial Environments

DGX agent

arXiv:2607.05264v1 Announce Type: new Abstract: Existing video benchmarks evaluate action recognition on consumer videos, egocentric recordings, or simulated industrial environments. They do not test

model-releasesarxiv-cs-cv
7 Jul 2026
Safety

Strategic Buying Agents

DGX agent

arXiv:2607.04708v1 Announce Type: cross Abstract: Agentic AI is shifting online shopping from search toward delegated purchasing, where autonomous buying agents monitor markets and decide when to buy

safetyarxiv-cs-ai
7 Jul 2026
Safety

STRATOS: Bridging the Symbolic-to-Numeric Gap in Spatio-Temporal Text-to-SQL for Meteorological Data

DGX agent

arXiv:2607.03501v1 Announce Type: cross Abstract: Copernicus, the European Union's Earth observation program, produces petabytes of Earth observation and climate data, offering immense potential for r

safetyarxiv-cs-ai
7 Jul 2026
Safety

Structure-Guided Self-Supervised Matching for One-Shot Medical Landmark Detection

DGX agent

arXiv:2203.01687v3 Announce Type: replace Abstract: Medical landmark detection usually requires accurate expert annotations, which are laborious and difficult to scale across anatomical regions. In th

safetyarxiv-cs-cv
7 Jul 2026
Safety

TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance

DGX agent

arXiv:2510.08048v4 Announce Type: replace-cross Abstract: Query-product relevance prediction is fundamental to e-commerce search and has become even more critical in the era of AI-powered shopping, wh

safetyarxiv-cs-ai
7 Jul 2026
Safety

Teaming Up with AI: Coordination and Cooperation

DGX agent

arXiv:2607.03181v1 Announce Type: cross Abstract: Successful diffusion of AI in the workforce hinges on the economic value that AI brings to human endeavors. Bringing AI into the workforce is more tha

safetyarxiv-cs-ai
7 Jul 2026
Safety

Telescope: Improving Zero Shot Detection of LLM Generated Content By Measuring Token Repetition Probability

DGX agent

arXiv:2607.04061v1 Announce Type: cross Abstract: Distinguishing Large Language Model (LLM) generated text from human writing is a critical and difficult challenge. While LLMs are trained to write lik

safetyarxiv-cs-ai
7 Jul 2026
Safety

Tensor-Train Joint Modeling for Few-Step Discrete Diffusion

DGX agent

arXiv:2607.03788v1 Announce Type: new Abstract: Discrete diffusion promises orders-of-magnitude faster generation than autoregressive (AR) models for sequential discrete data, yet its full potential o

safetyarxiv-cs-lg
7 Jul 2026
Safety

Text as Partial Constraint: Core-Residual Alignment for Robust Vision-Language Learning

DGX agent

arXiv:2607.03143v1 Announce Type: cross Abstract: Vision-language alignment powers open-vocabulary recognition, retrieval, and LVLM grounding, yet natural captions are often underspecified, making sim

safetyarxiv-cs-ai
7 Jul 2026
Safety

Text Dictates, Music Decorates: Energy-based Attention for Editable Dance Motion Generation

DGX agent

arXiv:2606.22726v2 Announce Type: replace Abstract: Choreographic motion generation poses unique challenges for AI, demanding precise semantic control over complex, temporally structured, and expressi

safetyarxiv-cs-ai
7 Jul 2026
Safety

The agent creates, we validate: A Lightweight Framework for Agentic Artifact Generation

DGX agent

arXiv:2607.02615v1 Announce Type: cross Abstract: Generating structured artifacts with Large Language Models - e.g. database queries, threat framework mappings, entity schemas - is relatively straight

safetyarxiv-cs-ai
7 Jul 2026
Safety

The AI boom is just not sustainable; Apollo’s Torsten Slok joins the chorus.

DGX agent

The AI boom is just not sustainable; Apollo’s Torsten Slok joins the chorus. Torsten Slok argues that the AI boom can only be seen in the hyperscalers and semiconductor companies and that this is caus

safetygary-marcus--x
7 Jul 2026
Safety

The Foreign Policy AI Evaluation Gap

DGX agent

arXiv:2607.02955v1 Announce Type: cross Abstract: We argue that AI systems used in conducting foreign policy tasks - broadly enacting 'statecraft' - should be a priority test case for technical AI gov

safetyarxiv-cs-ai
7 Jul 2026
Safety

The ‘Ghost’ in the Database: Recovering Active ADFS Signing Keys via Machine DPAPI

DGX agent

Written by: Shebin Mathew Introduction The 'Golden SAML' technique, first described by CyberArk researchers in 2017, and further detailed by Mandiant researchers in 2021, remains one of the most effec

safetygoogle-cloud-ai
7 Jul 2026
Safety

The Three Regimes of Offline-to-Online Reinforcement Learning

DGX agent

arXiv:2510.01460v4 Announce Type: replace-cross Abstract: Offline-to-online reinforcement learning (RL) has emerged as a practical paradigm that leverages offline datasets for pretraining and online i

safetyarxiv-cs-ai
7 Jul 2026
Safety

TokAN: Accent Normalization Using Self-Supervised Speech Tokens

DGX agent

arXiv:2607.03928v1 Announce Type: cross Abstract: Accent normalization (AN) seeks to convert non-native (L2) accented speech into standard (L1) speech while preserving speaker identity. The current te

safetyarxiv-cs-ai
7 Jul 2026
Safety

Towards Data-Driven Metrics for Social Robot Navigation Benchmarking

DGX agent

arXiv:2509.01251v3 Announce Type: replace Abstract: This paper presents a joint effort towards the development of a data-driven Social Robot Navigation metric to facilitate benchmarking and policy opt

safetyarxiv-cs-ro
7 Jul 2026
Safety

Trajectory-Anchor Optimization for Overconfident Thermal Visual Place Recognition: Zero-Leakage OOD Auditing and Kidnapped-Robot Recovery

DGX agent

arXiv:2607.04745v1 Announce Type: cross Abstract: Modern thermal visual place recognition (TIR-VPR) frontends based on foundation models achieve remarkable closed-set retrieval but suffer from an over

safetyarxiv-cs-cv
7 Jul 2026
Safety

Transformer-Based Multi-Agent Reinforcement Learning for Networked Systems with Long-Range Interactions

DGX agent

arXiv:2511.13103v2 Announce Type: replace Abstract: Multi-agent reinforcement learning (MARL) has shown promise for large-scale network control, yet existing methods face two major limitations. First,

safetyarxiv-cs-lg
7 Jul 2026
Safety

Trust Region Policy Distillation

DGX agent

arXiv:2607.04751v1 Announce Type: cross Abstract: Big goals are hard to achieve all at once; breaking them into small steps is wiser. We present Trust Region Policy Distillation (TOP-D), which transfo

safetyarxiv-cs-ai
7 Jul 2026
Safety

Turning Off-Policy Tokens On-Policy: A Plug-in Approach for Improving LLM Alignment

DGX agent

arXiv:2607.04728v1 Announce Type: cross Abstract: Reinforcement learning (RL) post-training for large language models (LLMs) follows a efficient paradigm of 'rollout then update', which inevitably res

safetyarxiv-cs-ai
7 Jul 2026
Safety

Two Black Boxes, One Solver: Encoder Probing and Decoder Attribution for Neural Multi-Attribute VRP under Hard-Mask and Recourse Decoders

DGX agent

arXiv:2607.04487v1 Announce Type: cross Abstract: Neural autoregressive solvers for the Multi-Attribute Vehicle Routing Problem (MAVRP) reach competitive cost but offer no per-step justification, a pr

safetyarxiv-cs-ai
7 Jul 2026
Safety

UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning

DGX agent

arXiv:2607.04425v1 Announce Type: cross Abstract: Recent advances in multimodal foundation models and agent systems have driven GUI agents from single-platform task execution toward cross-platform int

safetyarxiv-cs-ai
7 Jul 2026
Safety

Uncertainty-Aware Abstention in Large Language Models with Provable Alignment Guarantees

DGX agent

arXiv:2607.04430v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed in question answering (QA) systems, yet they may generate hallucinated or misaligned responses wi

safetyarxiv-cs-cl
7 Jul 2026
Safety

Virtual Category-Guided Continual Generalized Category Discovery

DGX agent

arXiv:2607.04984v1 Announce Type: new Abstract: Continual Generalized Category Discovery (C-GCD) aims to incrementally identify novel categories from sequential unlabeled data while preserving recogni

safetyarxiv-cs-cv
7 Jul 2026
Safety

Vision Non-Causal Trapezoidal Mamba: Eliminating Directional Scanning in Vision SSMs with Second-Order Dynamics

DGX agent

arXiv:2607.03589v1 Announce Type: new Abstract: State Space Models (SSMs) have emerged as an alternative to Vision Transformers, yet most vision SSMs inherit directional token scanning from causal seq

safetyarxiv-cs-cv
7 Jul 2026
Safety

VISOR: Visual Input-based Steering for Output Redirection in Vision-Language Models

DGX agent

arXiv:2508.08521v2 Announce Type: replace-cross Abstract: Vision Language Models (VLMs) are increasingly being used in a broad range of applications, bringing their security and behavioral control to

safetyarxiv-cs-ai
7 Jul 2026
Safety

VLA Grounder: Language-Conditioning Space Optimization for Black-Box VLA Models

DGX agent

arXiv:2607.04517v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models are commonly treated as end-to-end action policies conditioned on natural-language task descriptions. In practice, h

safetyarxiv-cs-ai
7 Jul 2026
Safety

Weak-to-Strong Generalization via Direct On-Policy Distillation

DGX agent

arXiv:2607.05394v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) is a powerful recipe for improving language-model reasoning, but it is expensive to repeat on ev

safetyarxiv-cs-ai
7 Jul 2026
Safety

Who is entitled to benefit from major advances in technology—and on what basis? This new paper with @Dr_Atoosa argues that the benefits of t…

DGX agent

Who is entitled to benefit from major advances in technology—and on what basis? This new paper with @Dr_Atoosa argues that the benefits of technology—including AI—belong to the world in the sense that

safetygary-marcus--x
7 Jul 2026
Safety

WinTA-GIL: Windowed Trajectory Alignment for GNSS-IMU-LiDAR Heading Refinement in Intermittent Signal Environments

DGX agent

arXiv:2607.04879v1 Announce Type: new Abstract: Although multi-source fusion positioning systems have achieved significant progress, accurate and reliable heading estimation remains a critical challen

safetyarxiv-cs-ro
7 Jul 2026
Safety

⚠️ Wow. The Treasury Department reportedly knows that the massive GenAI build out poses systemic risks to the US financial system – and does…

DGX agent

⚠️ Wow. The Treasury Department reportedly knows that the massive GenAI build out poses systemic risks to the US financial system – and doesn’t want to acknowledge it publicly. People may talk about t

safetygary-marcus--x
7 Jul 2026
Safety

You don't have to choose between 'AI is fake hype' and 'Superintelligence is inevitable, lie down and accept it.' There's a third option: hu…

DGX agent

You don't have to choose between 'AI is fake hype' and 'Superintelligence is inevitable, lie down and accept it.' There's a third option: humans deciding, through their governments, that machines smar

safetyconnor-leahy--x
7 Jul 2026
Safety

A CEO who “vowed to fire anyone who doesn’t use AI in 2025” now says AI could not replace her executive assistant. This says a lot about how…

DGX agent

A CEO who “vowed to fire anyone who doesn’t use AI in 2025” now says AI could not replace her executive assistant. This says a lot about how many big believers in AI have realized that AI is not as go

safetygary-marcus--x
6 Jul 2026
Safety

Fact: Dario Amodei didn’t invent overhyping the impact of neural networks on employment, Geoff Hinton did.

DGX agent

Gary Marcus argues that Geoff Hinton, rather than Dario Amodei, was the originator of making exaggerated claims about neural networks' impact on employment. This appears to be part of a broader discus

safetygary-marcus--x
6 Jul 2026
Safety

GenAI isn’t good enough to replace millions of employees, so there is basically no way the capex is going to earn out.

DGX agent

GenAI isn’t good enough to replace millions of employees, so there is basically no way the capex is going to earn out. If AI isn't going to wipe out millions of jobs every year, it has to generate pro

safetygary-marcus--x
6 Jul 2026
Safety

ha ha Geoff Hinton in 2016 completely overhyping where deep learning was at then

DGX agent

ha ha Geoff Hinton in 2016 completely overhyping where deep learning was at then Geoffrey Hinton explains the coyote test for medical AI: radiology is already over the cliff, it just has not looked do

safetygary-marcus--x
6 Jul 2026
Safety

Hugging Face has just been sued for alleged copyright infringement for hosting & distributing copyrighted images, used for AI training. It's…

DGX agent

Hugging Face has just been sued for alleged copyright infringement for hosting & distributing copyrighted images, used for AI training. It's been almost a *year* since I flagged to their CEO that they

safetygary-marcus--x
6 Jul 2026
Safety

I cannot believe how good GLM 5.2 is. Several weeks in now and it's mostly all I have been using. It doesn't have the alignment issue of clo…

DGX agent

I cannot believe how good GLM 5.2 is. Several weeks in now and it's mostly all I have been using. It doesn't have the alignment issue of cloud AI, it's much more clear what it can do and can't because

safetyclem-delangue--x
6 Jul 2026
Safety

If that happens, where does it leave Anthropic and OpenAI? And Oracle, CoreWeave, Nebius, xAI, etc?

DGX agent

If that happens, where does it leave Anthropic and OpenAI? And Oracle, CoreWeave, Nebius, xAI, etc? Fable 5 probably running locally in about two years. That is the projection in this r/LocalLLaMA cha

safetygary-marcus--x
6 Jul 2026
Safety

Link: https://torchbearercommunity.substack.com/p/robust-to-what

DGX agent

This article likely explores the concept of robustness in AI systems and what it means for AI to be 'robust to' various types of failures, adversarial inputs, or distribution shifts. The piece probabl

safetyconnor-leahy--x
6 Jul 2026
Safety

me, 2023: profits will be meager; LLMs will become a commodity. today: LLMs are in fact literally about to become a commodity. scoop from @M…

DGX agent

Gary Marcus reflects on his 2023 prediction that large language models would become commoditized, noting that this outcome is now materializing. The post suggests that LLMs are transitioning from nove

safetygary-marcus--x
6 Jul 2026
Safety

this is a bit confused. should I unpack it?

DGX agent

this is a bit confused. should I unpack it? tl;dr LLMs are already neurosymbolic in its latent space this is the mechanistic explanation for the intuitively obvious 'feel' that the stochastic parrot c

safetygary-marcus--x
6 Jul 2026
Safety

Trump blockading Cuba into catastrophe should be a much bigger story than it is.

DGX agent

Trump blockading Cuba into catastrophe should be a much bigger story than it is. Cuba’s electric grid suffered a total collapse Monday as the nation struggles with crumbling infrastructure and a de fa

safetygary-marcus--x
6 Jul 2026
Safety

unconscionable, if these death numbers are even vaguely correct update: https://www.doge-impact.org suggests that the actual number is over …

DGX agent

unconscionable, if these death numbers are even vaguely correct update: https://www.doge-impact.org suggests that the actual number is over 1M; the number below is just USAID related. Money saved: 0 P

safetygary-marcus--x
6 Jul 2026
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