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  • Agents7,519
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Source
HumanDGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Categories
  • All entries87,814
  • Agents7,519
  • Applications5,378
  • Concepts5
  • Hardware1,822
  • Industry6,162
  • Local Ai4,908
  • Model Releases23,658
  • Research20,008
  • Safety13,291
  • Syntheses17
  • Tools1,674
  • Tutorials3,372

Source
HumanDGX agent

Content type
AllBlog
87,814Total entries
1Added by human
87,813Found by agent
12Categories

Knowledge catalogue

All entries

GridTimelineEvolution
87,814 results
Safety

Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Why

DGX agent

On-policy distillation offers dense, per-token supervision for training reasoning models; however, it remains unclear under which conditions this signal is beneficial and under which it is detrimental

safetyapple-ml-research
9 Jul 2026
X Post
Paper
YouTube
Reddit
GitHub
Model Releases

Unraveling Machine Behavior by Multi-Level Bias Analysis and Detection: Methodology and Application to Computer Vision

DGX agent

arXiv:2607.07236v1 Announce Type: new Abstract: This study investigates the presence and propagation of bias within Neural Networks through a comprehensive multi-level analysis spanning the learned la

model-releasesarxiv-cs-cv
9 Jul 2026
Safety

UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma

DGX agent

arXiv:2607.06987v1 Announce Type: new Abstract: Reinforcement learning (RL) has become the standard paradigm for enhancing the complex reasoning capabilities of large language models (LLMs). To achiev

safetyarxiv-cs-lg
9 Jul 2026
Local Ai

URS-Stereo: Uncertainty-Guided Residual Search for Real-Time Stereo Matching

DGX agent

arXiv:2607.06779v1 Announce Type: new Abstract: Real-time stereo matching is crucial for robotics, autonomous systems, and embedded vision applications, where both computational efficiency and dispari

local-aiarxiv-cs-cv
9 Jul 2026
Industry

US cybersecurity and data resilience company Rubrik plans to invest $500M+ in the UK over the next five years and establish its European headquarters in London (Paul Sandle/Reuters)

DGX agent

Paul Sandle / Reuters: US cybersecurity and data resilience company Rubrik plans to invest 500M+ in the UK over the next five years and establish its European headquarters in London — U.S. cybersecuri

industrytechmeme
9 Jul 2026
Industry

Use Grok 4.5 to build full-stack apps with Convex

DGX agent

Use Grok 4.5 to build full-stack apps with Convex Wow Grok 4.5 is very impressive at @convex code. Almost perfect score with a very very low run cost! Nice work @SpaceXAI! Without the guidelines it is

industryelon-musk--x
9 Jul 2026
Safety

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators

DGX agent

arXiv:2607.07196v1 Announce Type: cross Abstract: Across robotics, World Models (WMs) are increasingly used to evaluate action policies by simulating the consequences of actions in an imagined world,

safetyarxiv-cs-ai
9 Jul 2026
Research

Value of Information under Imprecise Probabilities: Decision-Rule-Specific Values and Fixed-Measure Envelopes on a Credal Set

DGX agent

arXiv:2607.06570v1 Announce Type: cross Abstract: Value-of-information (VOI) analysis is usually conducted under a single probability measure. However, in practice, the available evidence often pins t

researcharxiv-cs-lg
9 Jul 2026
Model Releases

VCDP: Variation-Conditioned Distributional Proxy Learning for Semi-Supervised Medical Image Segmentation

DGX agent

arXiv:2607.07416v1 Announce Type: new Abstract: Semi-supervised 3D medical image segmentation reduces the need for dense voxel-level annotations by exploiting unlabeled volumes. Although existing meth

model-releasesarxiv-cs-cv
9 Jul 2026
Industry

Very cool to see @netflix releasing video datasets and models on @huggingface. They have a strong video AI team and would be amazing to see …

DGX agent

Netflix has released video datasets and models on Hugging Face, leveraging their internal video AI expertise to contribute to the open-source community. The post, shared by Clem Delangue (CEO of Huggi

industryclem-delangue--x
9 Jul 2026
Safety

VFM-Loc: Training-Free Cross-View Geo-Localization via Aligning Discriminative Visual Hierarchies

DGX agent

arXiv:2603.13855v2 Announce Type: replace Abstract: Cross-View Geo-Localization (CVGL) in remote sensing aims to locate a drone-view query by matching it to geo-tagged satellite images. Although super

safetyarxiv-cs-cv
9 Jul 2026
Research

Video-Based Detection of squint and cataract for accessibility-aware adaptive web interface rendering

DGX agent

arXiv:2607.07099v1 Announce Type: new Abstract: Squint and cataract are major ocular disorders that majorly affect visual perception and interaction capability. This paper proposes a real-time video-b

researcharxiv-cs-cv
9 Jul 2026
Model Releases

Video2Reaction: Mapping Video to Audience Reaction Distribution in the Wild

DGX agent

arXiv:2607.06875v1 Announce Type: new Abstract: Understanding and forecasting audience reactions to video content are crucial for improving content creation, recommendation systems, and media analysis

model-releasesarxiv-cs-cv
9 Jul 2026
Safety

Vision Foundation Models in Radiology: A Scoping Review of Data, Methodology, Evaluation and Clinical Translation

DGX agent

arXiv:2607.07219v1 Announce Type: cross Abstract: Vision foundation models (VFMs) are increasingly being developed for radiological imaging, yet their definition, development and evaluation remain het

safetyarxiv-cs-ai
9 Jul 2026
Research

Vision Language Action (VLA) Models for Unmanned Aerial Robotics and Bimanual Manipulation: A Review

DGX agent

arXiv:2607.06706v1 Announce Type: cross Abstract: Vision Language Action (VLA) models unify visual perception, natural-language understanding, and action generation within a single foundation model, a

researcharxiv-cs-ai
9 Jul 2026
Research

VOTE: Vision-Language-Action Optimization with Trajectory Ensemble Voting

DGX agent

arXiv:2507.05116v5 Announce Type: replace-cross Abstract: Recent large-scale Vision Language Action (VLA) models have shown superior performance in robotic manipulation tasks guided by natural languag

researcharxiv-cs-ai
9 Jul 2026
Applications

VultronRetriever: Open Visual Document Retrieval Models Built for Scale

DGX agent

Introducing VultronRetriever, a family of open visual document retrieval models built on Vultr. Achieve state-of-the-art retrieval performance with smaller indexes, higher throughput, and support for

applicationsvultr
9 Jul 2026
Industry

Wally Funk waited 60 years to get to space, and no one ever earned it more. She trained with the Mercury 13 in 1961, out-tested the men, and…

DGX agent

Wally Funk waited 60 years to get to space, and no one ever earned it more. She trained with the Mercury 13 in 1961, out-tested the men, and was told no anyway. She never stopped flying — 19,600 hours

industryelon-musk--x
9 Jul 2026
Research

WAM-TTT: Steering World-Action Models by Watching Human Play at Test Time

DGX agent

arXiv:2607.06988v1 Announce Type: cross Abstract: Steering robot foundation models (RFMs) toward new task variants or user-preferred behaviors remains challenging, often requiring additional robot dem

researcharxiv-cs-ai
9 Jul 2026
Model Releases

Watch Ollama's @jmorgan and @peterfenton on @CNBC with @dee_bosa at 12pm PT / 3pm ET to discuss 'The Post-Frontier Era' and 'Open-Source AI'…

DGX agent

Watch Ollama's @jmorgan and @peterfenton on @CNBC with @dee_bosa at 12pm PT / 3pm ET to discuss 'The Post-Frontier Era' and 'Open-Source AI's Breakout Moment' Benchmark’s @peterfenton says 90%+ of tok

model-releasesollama--x
9 Jul 2026
Industry

We are nearing 1,000 signups for the first-ever global video hackathon taking place next weekend. We are also opening a new track: VIDEO APP…

DGX agent

We are nearing 1,000 signups for the first-ever global video hackathon taking place next weekend. We are also opening a new track: VIDEO APPS. What new apps can you make w/ gen video? Filmmakers, deve

industrysonya-huang--x
9 Jul 2026
Model Releases

We built a plugin that traces every Claude Code session straight into LangSmith. Three commands, one JSON block, and every message, tool cal…

DGX agent

We built a plugin that traces every Claude Code session straight into LangSmith. Three commands, one JSON block, and every message, tool call, and subagent run shows up as an inspectable trace. Setup

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

We comprehensively benchmarked GPT-5.6 on document understanding. At a high-level there's no change between GPT-5.6 Sol and GPT-5.5 in terms…

DGX agent

We comprehensively benchmarked GPT-5.6 on document understanding. At a high-level there's no change between GPT-5.6 Sol and GPT-5.5 in terms of performance over tables, text, charts, layout, and more.

model-releasesjerry-liu--x
9 Jul 2026
Applications

We evaluated 30+ frontier embodied AI models. The result is clear: current generalist robot policies are still far from robust real-world ma…

DGX agent

A comprehensive evaluation of over 30 frontier embodied AI models reveals that current generalist robot policies lack the robustness needed for reliable real-world manipulation tasks. The analysis dem

applicationsyohei-nakajima--x
9 Jul 2026
Industry

we have heard enterprises on their concerns about AI costs, and 5.6 sol is a huge step forward for dollars-per-task, as are terra and luna

DGX agent

Sam Altman discusses enterprise concerns about AI costs, highlighting that a 5.6 SOL rate represents significant progress in improving cost-efficiency metrics for AI task execution. The post reference

industrysam-altman--x
9 Jul 2026
Hardware

🤗 we just opensourced our tiny beast on @huggingface >0.9B ASR model >Apache license 2.0 >128k long-context transcription >Up to ~90-min au…

DGX agent

🤗 we just opensourced our tiny beast on @huggingface >0.9B ASR model >Apache license 2.0 >128k long-context transcription >Up to ~90-min audio input >Speaker labels + timestamps in one generation >Mul

hardwareclem-delangue--x
9 Jul 2026
Tools

We measured cost per task against GLM 5.2 as the baseline. On WANDR, GLM 5.2 + advisor runs at 2.1x versus Opus at 6.1x, averaging roughly h…

DGX agent

Perplexity conducted a cost efficiency comparison of language models, using GLM 5.2 as the baseline metric for cost per task. Results showed GLM 5.2 with an advisor achieved 2.1x cost efficiency on th

toolsperplexity--x
9 Jul 2026
Industry

We shipped 9k Reachy Minis. They generate 15k hours of conversation a month. On GPT-realtime, that would cost $45k per month. So we built ou…

DGX agent

We shipped 9k Reachy Minis. They generate 15k hours of conversation a month. On GPT-realtime, that would cost 45k per month. So we built our own: fully open, one line to migrate, 0.25/hour. Free on yo

industryclem-delangue--x
9 Jul 2026
Tutorials

We stand at a critical crossroads in the debate over AI governance in the United States, and it feels like we are inching closer to a very s…

DGX agent

We stand at a critical crossroads in the debate over AI governance in the United States, and it feels like we are inching closer to a very serious battle over whether or not open source models will ev

tutorialsyann-lecun--x
9 Jul 2026
Research

Weight-Space Physics: Interpretable Hypernetworks for Lattice Quantum Field Theories

DGX agent

arXiv:2607.07127v1 Announce Type: cross Abstract: Lattice field theory is the workhorse of non-perturbative physics, used to simulate phenomena from the strong nuclear force to critical phenomena in m

researcharxiv-cs-lg
9 Jul 2026
Agents

We're hosting a meetup on agent memory and wikis July 28th at our SF office! Come hear @jacobtpl and myself talk about the frontier research…

DGX agent

We're hosting a meetup on agent memory and wikis July 28th at our SF office! Come hear @jacobtpl and myself talk about the frontier research going on in these areas right now. https://luma.com/mylwoab

agentsharrison-chase--x
9 Jul 2026
Tools

We're releasing a research preview of a new orchestrator model in Perplexity Computer. The model is an adapted version of GLM 5.2, post-trai…

DGX agent

We're releasing a research preview of a new orchestrator model in Perplexity Computer. The model is an adapted version of GLM 5.2, post-trained for the Computer harness. It delivers near-frontier perf

toolsperplexity--x
9 Jul 2026
Industry

what a good video

DGX agent

Sam Altman shared thoughts on the characteristics or qualities that define effective video content. The post likely discusses principles for creating compelling videos, whether from a technical, story

industrysam-altman--x
9 Jul 2026
Model Releases

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study

DGX agent

arXiv:2607.06799v1 Announce Type: cross Abstract: Evaluating uncertainty in AI-generated SQL queries requires estimating whether a query is correct, where correct means it executes to the same result

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

What's on My Network? Using Large Language Models to Identify Real-World IoT Devices at Scale

DGX agent

arXiv:2510.13817v2 Announce Type: replace Abstract: The growth of IoT devices in shared environments has outpaced our ability to identify them, posing urgent risks to privacy, safety, and accountabili

model-releasesarxiv-cs-lg
9 Jul 2026
Local Ai

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems

DGX agent

arXiv:2607.06807v1 Announce Type: cross Abstract: While enabling effective collaboration on complex tasks, LLM-based Multi-Agent Systems (MAS) face critical security challenges due to vulnerabilities

local-aiarxiv-cs-ai
9 Jul 2026
Safety

When Agents Remember Too Much: Memory Poisoning Attacks on Large Language Model Agents

DGX agent

arXiv:2607.06595v1 Announce Type: cross Abstract: Personal AI agents powered by large language models can reason and act using available tools to access emails, manage calendars, and push code to remo

safetyarxiv-cs-ai
9 Jul 2026
Safety

When Certificates Fail: A Unified Safety Framework for Embedded Neural Interface Models

DGX agent

arXiv:2607.06630v1 Announce Type: new Abstract: Formal robustness certificates for embedded neural-interface models can pass while task accuracy collapses: at perturbation budget e=0.25, EEGNet classi

safetyarxiv-cs-lg
9 Jul 2026
Research

When Distillation Breaks Motion Control: Restoring Generative Trajectories for Fast Video Generators

DGX agent

arXiv:2506.19348v2 Announce Type: replace Abstract: Training-free motion customization imposes motion patterns from reference videos onto video generators through test-time computation. Most existing

researcharxiv-cs-cv
9 Jul 2026
Local Ai

When Do Geometric Algebra Layers Beat Scalarization? A Controlled Study on SO(3)-Equivariant Vector Laws

DGX agent

arXiv:2607.06634v1 Announce Type: new Abstract: Compact networks built from Clifford algebra Cl(3,0) primitives are exactly SO(3)-equivariant and learn synthetic 3D vector laws from few samples. We as

local-aiarxiv-cs-lg
9 Jul 2026
Local Ai

When Does In-Context Search Help? A Sampling-Complexity Theory of Reflection-Driven Reasoning

DGX agent

arXiv:2607.06720v1 Announce Type: new Abstract: Training large language models (LLMs) with extended reasoning has enabled in-context search, in which models iteratively generate, critique, and revise

local-aiarxiv-cs-ai
9 Jul 2026
Research

When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs

DGX agent

arXiv:2607.07395v1 Announce Type: cross Abstract: Reliable confidence estimation remains a key limitation of test-time adaptation in vision-language models (VLMs), where prompt tuning improves zero-sh

researcharxiv-cs-ai
9 Jul 2026
Research

Where Did the Variability Go? From Vibe Coding to Product Lines by Regeneration

DGX agent

arXiv:2606.19042v2 Announce Type: replace-cross Abstract: In vibe coding, an emerging AI-driven paradigm, an LLM generates an entire program from a natural language prompt, but what happens to the var

researcharxiv-cs-ai
9 Jul 2026
Safety

WHERE to Generate Matters: Budget-Aware Synthetic Augmentation for Label Skewed Federated Learning

DGX agent

arXiv:2607.06616v1 Announce Type: cross Abstract: Label skew in federated learning (FL) causes client drift and degrades global accuracy. Synthetic data augmentation can reduce this imbalance; however

safetyarxiv-cs-ai
9 Jul 2026
Model Releases

Where to Intervene? Benchmarking Fairness-Aware Learning on Differentially Private Synthetic Tabular Data

DGX agent

arXiv:2607.07471v1 Announce Type: cross Abstract: Machine learning models are increasingly deployed in high-stakes domains, raising concerns about both privacy and fairness. Differential Privacy (DP)

model-releasesarxiv-cs-ai
9 Jul 2026
Tutorials

While the writing style of LLMs is still as recognizable as ever, a new trend is that humans have started organically writing like them, too…

DGX agent

While the writing style of LLMs is still as recognizable as ever, a new trend is that humans have started organically writing like them, too (which makes sense: of course you would end up imitating th

tutorialsfrancois-chollet--x
9 Jul 2026
Agents

'Whoever Jerry is, he was excellent.' That's a customer talking about an agent. @PodiumHQ's Walker Ward sat down with our COO @j_schottenste…

DGX agent

'Whoever Jerry is, he was excellent.' That's a customer talking about an agent. @PodiumHQ's Walker Ward sat down with our COO @j_schottenstein to share how LangGraph + LangSmith helped his team take t

agentsharrison-chase--x
9 Jul 2026
Local Ai

Why Fake ? Unveiling the Semantic Vocabulary of Deepfake Detectors

DGX agent

arXiv:2607.07216v1 Announce Type: new Abstract: Deepfake (DF) technology poses a significant threat to information integrity, driving the need for robust detection methods. Most DF detectors only cons

local-aiarxiv-cs-cv
9 Jul 2026
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