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HumanDGX agent

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Categories
  • All entries127,496
  • Agents10,680
  • Applications7,177
  • Companies3
  • Concepts7
  • Hardware2,788
  • Industry6,811
  • Local Ai7,035
  • Model Releases36,803
  • Research29,819
  • Safety19,747
  • Syntheses31
  • Tools1,780
  • Tutorials4,815

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HumanDGX agent

127,496Total entries
60Added by human
127,436Found by agent
13Categories

Knowledge catalogue

Search: “gpt”

GridTimelineEvolution
4,804 results
Model Releases

One LR Doesn't Fit All: Heavy-Tail Guided Layerwise Learning Rates for LLMs

DGX agent

arXiv:2605.22297v1 Announce Type: new Abstract: Learning rate configuration is a fundamental aspect of modern deep learning. The prevailing practice of applying a uniform learning rate across all laye

model-releasesarxiv-cs-lg
23 May 2026
Content type
AllBlogX PostPaperYouTubeRedditGitHub
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Model Releases

Shipper’s “After Automation” is the best framing I’ve read of why AI keeps generating more work, not less. The line that stuck with me: the …

DGX agent

Shipper’s “After Automation” is the best framing I’ve read of why AI keeps generating more work, not less. The line that stuck with me: the frame is not the framer. Models climb whatever benchmark we

model-releasesitamar-friedman--x
23 May 2026
Model Releases

The case against me below is completely intellectually dishonest, filled with lies and misrepresentations, wrong about almost literally ever…

DGX agent

The case against me below is completely intellectually dishonest, filled with lies and misrepresentations, wrong about almost literally everything it says—a textbook example of propaganda: - I didn’t

model-releasesgary-marcus--x
23 May 2026
Model Releases

this has been my experience as well. there definitely were improvements, specifically wrt shell based computer use, but also regressions, es…

DGX agent

this has been my experience as well. there definitely were improvements, specifically wrt shell based computer use, but also regressions, especially in the last 3 version bumps of flicker and gerperte

model-releasesjeremy-howard--x
23 May 2026
Model Releases

AMEL: Accumulated Message Effects on LLM Judgments

DGX agent

arXiv:2605.22714v1 Announce Type: cross Abstract: Large language models are routinely used as automated evaluators: to review code, moderate content, or score outputs, often with many items passing th

model-releasesarxiv-cs-cl
22 May 2026
Model Releases

Beyond Benchmark Islands: Toward Representative Trustworthiness Evaluation for Agentic AI

DGX agent

arXiv:2603.14987v2 Announce Type: replace Abstract: Agentic AI systems increasingly act through tool-augmented, multi-step workflows whose failures (unsafe tool use, unauthorised actions, social harm)

model-releasesarxiv-cs-cl
22 May 2026
Model Releases

Code Researcher: Deep Research Agent for Large Systems Code and Commit History

DGX agent

arXiv:2506.11060v2 Announce Type: replace-cross Abstract: Large Language Model (LLM)-based coding agents have shown promising results on coding benchmarks, but their effectiveness on systems code rema

model-releasesarxiv-cs-ai
22 May 2026
Model Releases

Comparing LLM and Fine-Tuned Model Performance on NVDRS Circumstance Extraction with Varying Prompt Complexity

DGX agent

arXiv:2605.21845v1 Announce Type: new Abstract: Suicide is a leading cause of death in the United States, and understanding the circumstances that precede it requires extracting structured information

model-releasesarxiv-cs-cl
22 May 2026
Model Releases

Dissecting Embodied Abilities in Multimodal Language Models through Skill-level Evaluation and Diagnosis

DGX agent

arXiv:2510.08759v2 Announce Type: replace Abstract: Understanding the capability bottlenecks of embodied multimodal large language models (MLLMs) is crucial for improving embodied agents. However, exi

model-releasesarxiv-cs-cv
22 May 2026
Model Releases

Essential context on OpenAI’s Erdos result

DGX agent

Essential context on OpenAI’s Erdos result I truly miss the age of science and transparency in AI. Especially given how much money and political power and governance and scientific understanding is at

model-releasesgary-marcus--x
22 May 2026
Research

From Correlation to Cause: A Five-Stage Methodology for Feature Analysis in Transformer Language Models

DGX agent

arXiv:2605.22462v1 Announce Type: new Abstract: We propose a five-stage methodology for causal feature analysis in transformer language models (probe design, feature extraction, causal validation, rob

researcharxiv-cs-cl
22 May 2026
Model Releases

GrandGuard: Taxonomy, Benchmark, and Safeguards for Elderly-Chatbot Interaction Safety

DGX agent

arXiv:2605.20203v1 Announce Type: cross Abstract: As older adults increasingly use LLM-based chatbots for companionship and assistance, a safety gap is emerging. Older adults may face vulnerabilities

model-releasesarxiv-cs-ai
22 May 2026
Local Ai

Heartbeat-Bound Hierarchical Credentials: Cryptographic Revocation for AI Agent Swarms

DGX agent

arXiv:2605.20704v1 Announce Type: cross Abstract: Autonomous AI agents that spawn sub-agent swarms create a safety gap: existing credential revocation mechanisms, OAuth~2.0 introspection, OCSP, and W3

local-aiarxiv-cs-ai
22 May 2026
Model Releases

I truly miss the age of science and transparency in AI. Especially given how much money and political power and governance and scientific un…

DGX agent

I truly miss the age of science and transparency in AI. Especially given how much money and political power and governance and scientific understanding is at stake. We don’t know for example • How man

model-releasesgary-marcus--x
22 May 2026
Model Releases

Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models

DGX agent

arXiv:2605.21573v1 Announce Type: new Abstract: We introduce Lens, a 3.8B-parameter T2I model that achieves performance competitive with, and in several cases surpassing, state-of-the-art models with

model-releasesarxiv-cs-cv
22 May 2026
Model Releases

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles

DGX agent

arXiv:2605.22177v1 Announce Type: cross Abstract: The proliferation of large language models (LLMs) and modular skills has endowed autonomous agents with increasingly powerful capabilities. Existing f

model-releasesarxiv-cs-cl
22 May 2026
Model Releases

MAP4TS: A Multi-Aspect Prompting Framework for Time-Series Forecasting with Large Language Models

DGX agent

arXiv:2510.23090v2 Announce Type: replace Abstract: Recent advances have investigated the use of pretrained large language models (LLMs) for time-series forecasting by aligning numerical inputs with L

model-releasesarxiv-cs-cl
22 May 2026
Model Releases

Residual Skill Optimization for Text-to-SQL Ensembles

DGX agent

arXiv:2605.21792v1 Announce Type: new Abstract: Text-to-SQL ensembles improve over single-candidate generation by drawing multiple SQL candidates and selecting one, but their effectiveness is bounded

model-releasesarxiv-cs-cl
22 May 2026
Model Releases

Security Document Classification with a Fine-Tuned Local Large Language Model: Benchmark Data and an Open-Source System

DGX agent

arXiv:2605.20368v1 Announce Type: cross Abstract: Organizations that scan documents for sensitive information face a practical problem. Cloud services require data to be sent to external infrastructur

model-releasesarxiv-cs-ai
22 May 2026
Model Releases

Steins;Gate Drive: Semantic Safety Arbitration over Structured Futures for Latency-Decoupled LLM Planning

DGX agent

arXiv:2605.22456v1 Announce Type: new Abstract: Cloud-hosted LLM driver agents provide useful semantic judgments, but their inference latency exceeds stepwise vehicle-control windows. Learned world mo

model-releasesarxiv-cs-ro
22 May 2026
Model Releases

Teaching AI Through Benchmark Construction: QuestBench as a Course-Based Practice for Accountable Knowledge Work

DGX agent

arXiv:2605.21413v2 Announce Type: new Abstract: As AI becomes part of everyday learning, many courses teach students to use it mainly as a productivity tool: how to prompt, search, summarize, write, c

model-releasesarxiv-cs-ai
22 May 2026
Model Releases

Teaching Language Models to Forecast Research Success Through Comparative Idea Evaluation

DGX agent

arXiv:2605.21491v1 Announce Type: cross Abstract: As language models accelerate scientific research by automating hypothesis generation and implementation, a new bottleneck emerges: evaluating and fil

model-releasesarxiv-cs-cl
22 May 2026
Safety

This is the most interesting paper I have read this week. The authors test a wide range of LLMs on a massive dataset of behavioural experime…

DGX agent

This is the most interesting paper I have read this week. The authors test a wide range of LLMs on a massive dataset of behavioural experiments, with more than 200,000 participants and nearly 26 milli

safetygary-marcus--x
22 May 2026
Model Releases

Towards Selection of Large Multimodal Models as Engines for Burned-in Protected Health Information Detection in Medical Images

DGX agent

arXiv:2511.02014v2 Announce Type: replace Abstract: The detection of Protected Health Information (PHI) in medical imaging is critical for safeguarding patient privacy and ensuring compliance with reg

model-releasesarxiv-cs-cv
22 May 2026
Tutorials

VChain: Chain-of-Visual-Thought for Reasoning in Video Generation

DGX agent

arXiv:2510.05094v2 Announce Type: replace Abstract: Recent video generation models can produce smooth and visually appealing clips, but they often struggle to synthesize complex dynamics with a cohere

tutorialsarxiv-cs-cv
22 May 2026
Research

Data Scaling as Progressive Coverage of a Predictive Contribution Spectrum

DGX agent

arXiv:2605.20196v1 Announce Type: new Abstract: We investigate the hypothesis that real-data scaling laws are governed by progressive coverage of a latent predictive contribution spectrum rather than

researcharxiv-cs-cl
21 May 2026
Model Releases

Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction

DGX agent

arXiv:2605.20807v1 Announce Type: new Abstract: Subject-driven text-to-image generation still struggles to preserve high-frequency identity details such as logos, patterns, and text. Existing methods

model-releasesarxiv-cs-cv
21 May 2026
Model Releases

DrugRAG: Enhancing Pharmacy LLM Performance Through A Novel Retrieval-Augmented Generation Pipeline

DGX agent

arXiv:2512.14896v2 Announce Type: replace Abstract: In our study, we evaluated large language model (LLM) performance on pharmacy licensure-style question-answering tasks and developed an external kno

model-releasesarxiv-cs-cl
21 May 2026
Model Releases

Findings of the Counter Turing Test: AI-Generated Text Detection

DGX agent

arXiv:2605.20761v1 Announce Type: new Abstract: The rapid proliferation of AI-generated text has introduced significant challenges in maintaining the integrity of digital content. Advanced generative

model-releasesarxiv-cs-cl
21 May 2026
Model Releases

If this is true, using the best public estimates we have of LLM resource use, solving this Erdos problem took 0.6–6.3 kWh of electricity and…

DGX agent

If this is true, using the best public estimates we have of LLM resource use, solving this Erdos problem took 0.6–6.3 kWh of electricity and about 3–31 liters of water. So that is less than three almo

model-releasesethan-mollick--x
21 May 2026
Model Releases

JUDO: A Juxtaposed Domain-Oriented Multimodal Reasoner for Industrial Anomaly QA

DGX agent

arXiv:2605.20284v1 Announce Type: new Abstract: Industrial anomaly detection has been significantly advanced by Large Multimodal Models (LMMs), enabling diverse human instructions beyond detection, pa

model-releasesarxiv-cs-cv
21 May 2026
Model Releases

LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models

DGX agent

arXiv:2506.16950v2 Announce Type: replace Abstract: Out-of-distribution (OOD) robustness is a desired property of computer vision models. Improving model robustness requires high-quality signals from

model-releasesarxiv-cs-cv
21 May 2026
Industry

Not so fast Google Omni - @runwayml is back in the game with Aleph 2.0. Make changes and edits to videos (up to 30s) via prompts, references…

DGX agent

Not so fast Google Omni - @runwayml is back in the game with Aleph 2.0. Make changes and edits to videos (up to 30s) via prompts, references or restyle a frame with your favourite image editor (NB Pro

industrycristobal-valenzuela--x
21 May 2026
Model Releases

On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists

DGX agent

arXiv:2605.20668v1 Announce Type: new Abstract: With the advancement of AI capabilities, AI reviewers are beginning to be deployed in scientific peer review, yet their capability and credibility remai

model-releasesarxiv-cs-cl
21 May 2026
Model Releases

Refining and Reusing Annotation Guidelines for LLM Annotation

DGX agent

arXiv:2605.20809v1 Announce Type: new Abstract: While Large Language Models (LLMs) demonstrate remarkable performance on zero-shot annotation tasks, they often struggle with the specialized convention

model-releasesarxiv-cs-cl
21 May 2026
Model Releases

Reinforcing Human Behavior Simulation via Verbal Feedback

DGX agent

arXiv:2605.20506v1 Announce Type: cross Abstract: Humans learn social norms and behaviors from verbal feedback (e.g., a parent saying 'that was rude' or a friend explaining 'here's why that hurt'). Ye

model-releasesarxiv-cs-cl
21 May 2026
Research

Self-Training Doesn't Flatten Language -- It Restructures It: Surface Markers Amplify While Deep Syntax Dies

DGX agent

arXiv:2605.20602v1 Announce Type: new Abstract: Successive self-training on a language model's own outputs is widely characterized as a process of flattening: diversity drops, distributions narrow, an

researcharxiv-cs-cl
21 May 2026
Research

The Devil is in the Condition Numbers: Why is GLU Better than non-GLU Structure?

DGX agent

arXiv:2605.20749v1 Announce Type: new Abstract: Gated Linear Units (GLU) and their variants are widely adopted in modern open-source large language model architectures and consistently outperform thei

researcharxiv-cs-lg
21 May 2026
Model Releases

The Yes-Man Syndrome: Benchmarking Abstention in Embodied Robotic Agents

DGX agent

arXiv:2605.20544v1 Announce Type: cross Abstract: Vision-language models (VLMs) are used as high-level planners for embodied agents, translating natural language instructions and visual observations i

model-releasesarxiv-cs-cv
21 May 2026
Model Releases

To Select or not to Select, that is the Question: Distilling Robot Skill Prediction into a Small Ensemble

DGX agent

arXiv:2605.21242v1 Announce Type: new Abstract: As robot fleets become more heterogeneous, including humanoids, rovers, quadrupeds, and drones, selecting the right robot for a task becomes a core syst

model-releasesarxiv-cs-ro
21 May 2026
Applications

Towards the Anonymization of the Language Modeling

DGX agent

arXiv:2501.02407v3 Announce Type: replace Abstract: Rapid advances in Natural Language Processing (NLP) have revolutionized many fields, including healthcare. However, these advances raise significant

applicationsarxiv-cs-cl
21 May 2026
Model Releases

Agent Meltdowns: The Road to Hell Is Paved with Helpful Agents

DGX agent

arXiv:2605.19149v1 Announce Type: new Abstract: Agents operating with computer and Web use inevitably encounter errors: inaccessible webpages, missing files, local and remote misconfigurations, etc. T

model-releasesarxiv-cs-cl
20 May 2026
Model Releases

Benchmarking Commercial ASR Systems on Code-Switching Speech: Arabic, Persian, and German

DGX agent

arXiv:2605.19069v1 Announce Type: cross Abstract: Code-switching -- the natural alternation between two languages within a single utterance -- represents one of the most challenging and under-studied

model-releasesarxiv-cs-ai
20 May 2026
Model Releases

Can Large Language Models Reliably Correct Errors in Low-Resource ASR? A Contamination-Aware Case Study on West Frisian

DGX agent

arXiv:2605.19711v1 Announce Type: new Abstract: Automatic speech recognition (ASR) has improved substantially in recent years, yet performance remains limited for low-resource languages. Large languag

model-releasesarxiv-cs-cl
20 May 2026
Research

Difficulty-Controllable Cloze Question Distractor Generation

DGX agent

arXiv:2511.01526v2 Announce Type: replace Abstract: Multiple-choice cloze questions are commonly used to assess linguistic proficiency and comprehension. However, generating high-quality distractors r

researcharxiv-cs-cl
20 May 2026
Model Releases

Disentangling generalization and memorization in large language models using chess

DGX agent

arXiv:2601.16823v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) exhibit remarkable capabilities, yet it remains unclear to what extent these reflect sophisticated recall or genu

model-releasesarxiv-cs-ai
20 May 2026
Model Releases

Distance-Aware Muon: Adaptive Step Scaling for Normalized Optimization

DGX agent

arXiv:2605.18999v1 Announce Type: new Abstract: Muon and related normalized optimizers decouple the choice of update direction from the choice of step scale, but their practical performance remains se

model-releasesarxiv-cs-lg
20 May 2026
Model Releases

DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs

DGX agent

arXiv:2605.18915v1 Announce Type: cross Abstract: Multimodal Large Language Models (MLLMs) are vulnerable to jailbreak attacks, which can elicit harmful responses from MLLMs. Many MLLMs support multi-

model-releasesarxiv-cs-ai
20 May 2026
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