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HumanDGX agent

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  • All entries84,532
  • Agents7,263
  • Applications5,198
  • Concepts5
  • Hardware1,750
  • Industry6,094
  • Local Ai4,728
  • Model Releases22,545
  • Research19,193
  • Safety12,812
  • Syntheses17
  • Tools1,666
  • Tutorials3,261

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HumanDGX agent
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13,198 results
22 Apr 2026

Local Updates in Distributed Optimization: Provable Acceleration and Topology Effects

ApplicationsDGX agent

arXiv:2601.03442v4 Announce Type: replace-cross Abstract: Inspired by the success of performing multiple local optimization steps between communication rounds in federated learning, incorporating such

Nearly perfect (if unnerving). This is first shot, and the only real issue is the double hour hand.

ApplicationsDGX agent

This post discusses an AI-generated image that is remarkably realistic with only minor flaws, specifically noting that the most noticeable error is a doubled hour hand on a clock face. Ethan Mollick u

New court ruling blocks many of the government's anti-renewable policies

ApplicationsDGX agent

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A federal judge in Massachusetts struck down several Trump administration actions slowing down clean energy development, including a requirement that all solar and wind projects on federal lands and w

New Technical Report from @EkagraRanjan: Contrary to what you might expect, MoE-based LLMs make speculative decoding even more effective. Re…

ApplicationsDGX agent

New Technical Report from @EkagraRanjan: Contrary to what you might expect, MoE-based LLMs make speculative decoding even more effective. Read more on our blog: Ever wondered how Speculative Decoding

Position: No Retroactive Cure for Infringement during Training

ApplicationsDGX agent

arXiv:2604.18649v1 Announce Type: cross Abstract: As generative AI faces intensifying legal challenges, the machine learning community has increasingly relied on post-hoc mitigation -- especially mach

PREF-XAI: Preference-Based Personalized Rule Explanations of Black-Box Machine Learning Models

ApplicationsDGX agent

arXiv:2604.19684v1 Announce Type: new Abstract: Explainable artificial intelligence (XAI) has predominantly focused on generating model-centric explanations that approximate the behavior of black-box

Prompt to Pwn: Automated Exploit Generation for Smart Contracts

ApplicationsDGX agent

arXiv:2508.01371v3 Announce Type: replace-cross Abstract: Smart contracts are important for digital finance, yet they are hard to patch once deployed. Prior work has mainly explored LLMs for smart con

Quantum spatial best-arm identification via quantum walks

ResearchDGX agent

arXiv:2509.05890v3 Announce Type: replace-cross Abstract: Quantum reinforcement learning has emerged as a framework combining quantum computation with sequential decision-making, and applications to t

RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility

SafetyDGX agent

arXiv:2503.16251v2 Announce Type: replace-cross Abstract: Federated Learning (FL) has gained prominence in machine learning applications across critical domains by enabling collaborative model trainin

RoLegalGEC: Legal Domain Grammatical Error Detection and Correction Dataset for Romanian

ApplicationsDGX agent

arXiv:2604.19593v1 Announce Type: cross Abstract: The importance of clear and correct text in legal documents cannot be understated, and, consequently, a grammatical error correction tool meant to ass

S2MAM: Semi-supervised Meta Additive Model for Robust Estimation and Variable Selection

ApplicationsDGX agent

arXiv:2604.19072v1 Announce Type: cross Abstract: Semi-supervised learning with manifold regularization is a classical framework for jointly learning from both labeled and unlabeled data, where the ke

Sadly, this post will result in future AI models being “squashmaxxed” - good at producing butternut squash images, bad at everything else.

ApplicationsDGX agent

This post discusses concerns about AI model degradation through the inclusion of low-quality or irrelevant training data, using butternut squash image generation as a humorous example of how excessive

SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving

ApplicationsDGX agent

arXiv:2604.19157v1 Announce Type: new Abstract: KV-cache memory is a major bottleneck in real-world LLM serving, where systems must simultaneously support latency-sensitive small-batch requests and hi

Seeing Candidates at Scale: Multimodal LLMs for Visual Political Communication on Instagram

ApplicationsDGX agent

arXiv:2604.19489v1 Announce Type: new Abstract: This paper presents a computational case study that evaluates the capabilities of specialized machine learning models and emerging multimodal large lang

SK Hynix says it plans to invest ~$12.85B in a new fab in South Korea for advanced packaging to meet AI demand for HBM, with construction starting this month (Reuters)

ApplicationsDGX agent

Reuters: SK Hynix says it plans to invest ~12.85B in a new fab in South Korea for advanced packaging to meet AI demand for HBM, with construction starting this month — SK Hynix (000660.KS) said on Wed

Sources: OpenAI has pledged up to 1.5B to a new joint venture with PE firms to help deploy AI across their portfolio companies, starting with 500M in equity (Financial Times)

ApplicationsDGX agent

Financial Times: Sources: OpenAI has pledged up to 1.5B to a new joint venture with PE firms to help deploy AI across their portfolio companies, starting with 500M in equity — Start-up backing new com

Sovereign architectures emerge as the new mandate for enterprises racing to modernize

ApplicationsDGX agent

As regulatory pressure intensifies and geopolitical uncertainty reshapes technology procurement, enterprises are rethinking control over their entire stack, with sovereign architectures emerging as th

Temporal Leakage in Search-Engine Date-Filtered Web Retrieval: A Retrospective Forecasting Case Study

ApplicationsDGX agent

arXiv:2602.00758v2 Announce Type: replace Abstract: Search-engine date filters are widely used to enforce pre-cutoff retrieval in retrospective evaluations of search-augmented forecasters. We show thi

This has in fact (at various levels) happened more than 1000 times. Check out @DamienCharlotin’s tracker and my substack essays about it.

ApplicationsDGX agent

This has in fact (at various levels) happened more than 1000 times. Check out @DamienCharlotin’s tracker and my substack essays about it. And it begins Sullivan & Cromwell just admitted to a federal j

UAF: A Unified Audio Front-end LLM for Full-Duplex Speech Interaction

ApplicationsDGX agent

arXiv:2604.19221v1 Announce Type: new Abstract: Full-duplex speech interaction, as the most natural and intuitive mode of human communication, is driving artificial intelligence toward more human-like

What’s new in Cloud Run at Next ‘26

Model ReleasesDGX agent

From vibe-coded and large-scale apps to AI models and agents, Cloud Run delivers on-demand compute with zero overhead and pay-per-use pricing for all of your workloads. Last year, the number of extern

What’s new in GKE at Next ‘26

Model ReleasesDGX agent

This week at Google Cloud Next ‘26, we are sharing the evolution of Google Kubernetes Engine (GKE), delivering leading performance, efficiency, security, and scale for your most demanding and complex

Why virtualization modernization remains enterprise IT’s hardest leap

ApplicationsDGX agent

Enterprises are locked in a long-term standoff with legacy infrastructure, with growing demand for virtualization modernization that doesn’t require a full rebuild. SUSE S.A. has positioned itself to

Workspace agents are now available in research preview for ChatGPT Business, Enterprise, Edu, and Teachers plans. https://openai.com/busines…

ApplicationsDGX agent

OpenAI has released workspace agents in research preview for ChatGPT Business, Enterprise, Edu, and Teachers subscription plans. Workspace agents are AI assistants designed to work within organization

Wrote about this two years ago (and expanded on this in my book): https://www.oneusefulthing.org/p/setting-time-on-fire-and-the-temptation

ApplicationsDGX agent

Ethan Mollick discusses the concept of 'setting time on fire'—wasting time on unproductive activities—and explores the temptation to do so, drawing on arguments he originally published two years prior

Yes, the em-dashes were my very human choice. You can pry them from my five-fingered hands.

ApplicationsDGX agent

Ethan Mollick defends his personal stylistic choice to use em-dashes in his writing, humorously asserting ownership of this distinctly human writing preference. The post appears to be a response to su

21 Apr 2026

A multimodal and temporal foundation model for virtual patient representations at healthcare system scale

ApplicationsDGX agent

arXiv:2604.18570v1 Announce Type: cross Abstract: Modern medicine generates vast multimodal data across siloed systems, yet no existing model integrates the full breadth and temporal depth of the clin

Active World-Model with 4D-informed Retrieval for Exploration and Awareness

ApplicationsDGX agent

arXiv:2604.16733v1 Announce Type: new Abstract: Physical awareness, especially in a large and dynamic environment, is shaped by sensing decisions that determine observability across space, time, and s

Adjustment of Cluster-Then-Predict Framework for Multiport Scatterer Load Prediction

ApplicationsDGX agent

arXiv:2602.08129v2 Announce Type: replace-cross Abstract: Predicting interdependent load values in multiport scatterers is challenging due to high dimensionality and complex dependence between impedan

AI-based Waste Mapping for Addressing Climate-Exacerbated Flood Risk

ApplicationsDGX agent

arXiv:2604.18151v1 Announce Type: new Abstract: Urban flooding is a growing climate change-related hazard in rapidly expanding African cities, where inadequate waste management often blocks drainage s

AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment

ApplicationsDGX agent

arXiv:2604.18398v1 Announce Type: new Abstract: Creativity has become a core competence in the era of LLMs and human-AI collaboration, underpinning innovation in real-world problem solving. Crucially,

AnchorRefine: Synergy-Manipulation Based on Trajectory Anchor and Residual Refinement for Vision-Language-Action Models

ApplicationsDGX agent

arXiv:2604.17787v1 Announce Type: new Abstract: Precision-critical manipulation requires both global trajectory organization and local execution correction, yet most vision-language-action (VLA) polic

Anyhow, very impressive achievement, and a very solid model. Based on vibes, the gap seems around the same as it has always been between clo…

ApplicationsDGX agent

Ethan Mollick comments on an impressive AI model achievement, noting that the performance gap between models appears consistent with historical trends based on his assessment.

Appearance-free Action Recognition: Zero-shot Generalization in Humans and a Two-Pathway Model

ApplicationsDGX agent

arXiv:2604.16675v1 Announce Type: new Abstract: Action recognition is a fundamental ability for social species. Yet, its underlying computations are not well understood. Classical psychophysical studi

Are they lovers or friends? Evaluating LLMs' Social Reasoning in English and Korean Dialogues

ApplicationsDGX agent

arXiv:2510.19028v3 Announce Type: replace Abstract: As LLMs are increasingly deployed in real-world interactions, their social reasoning in interpersonal communication becomes critical. To explore the

Automatic Speech Recognition for Documenting Endangered Languages: Case Study of Ikema Miyakoan

ApplicationsDGX agent

arXiv:2603.26248v2 Announce Type: replace Abstract: Language endangerment poses a major challenge to linguistic diversity worldwide, and technological advances have opened new avenues for documentatio

AutoOR: Scalably Post-training LLMs to Autoformalize Operations Research Problems

ApplicationsDGX agent

arXiv:2604.16804v1 Announce Type: new Abstract: Optimization problems are central to decision-making in manufacturing, logistics, scheduling, and other industrial settings. Translating complicated des

Boomi builds a role for agents and guardrails in the data-connected enterprise

ApplicationsDGX agent

Artificial intelligence and machine learning have been a central focus for Boomi LP over much of its 26 years as a data activation company. The organization began storing anonymized metadata from cust

Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA

ApplicationsDGX agent

arXiv:2604.17316v1 Announce Type: new Abstract: Safe clinical deployment of Large Language Models (LLMs) requires not only high accuracy but also robust uncertainty calibration to ensure models defer

Can we generate portable representations for clinical time series data using LLMs?

ApplicationsDGX agent

arXiv:2603.23987v2 Announce Type: replace Abstract: Deploying clinical ML is slow and brittle: models that work at one hospital often degrade under distribution shifts at the next. In this work, we st

CanonSLR: Canonical-View Guided Multi-View Continuous Sign Language Recognition

ApplicationsDGX agent

arXiv:2604.18184v1 Announce Type: new Abstract: Continuous Sign Language Recognition (CSLR) has achieved remarkable progress in recent years; however, most existing methods are developed under single-

Can't pull off a sestina.

ApplicationsDGX agent

This post likely discusses the challenges or difficulties of writing a sestina, the complex poetic form requiring six stanzas with a specific pattern of end-word repetition. Ethan Mollick, known for d

CBR-to-SQL: Rethinking Retrieval-based Text-to-SQL using Case-based Reasoning in the Healthcare Domain

ApplicationsDGX agent

arXiv:2603.05569v2 Announce Type: replace-cross Abstract: Extracting insights from Electronic Health Record (EHR) databases often requires SQL expertise, creating a barrier for clinical decision-makin

ChatGPT Images 2.0 is available starting today to all ChatGPT and Codex users. Images with thinking are available to ChatGPT Plus, Pro, and …

ApplicationsDGX agent

ChatGPT Images 2.0 is available starting today to all ChatGPT and Codex users. Images with thinking are available to ChatGPT Plus, Pro, and Business users (Enterprise soon). On mobile, make sure you u

Chronax: A Jax Library for Univariate Statistical Forecasting and Conformal Inference

ApplicationsDGX agent

arXiv:2604.16719v1 Announce Type: new Abstract: Time-series forecasting is central to many scientific and industrial domains, such as energy systems, climate modeling, finance, and retail. While forec

Clarifai says it has deleted 3M OkCupid user photos and facial-recognition models trained on them after the US FTC settled with OkCupid over privacy violations (Jody Godoy/Reuters)

ApplicationsDGX agent

Jody Godoy / Reuters: Clarifai says it has deleted 3M OkCupid user photos and facial-recognition models trained on them after the US FTC settled with OkCupid over privacy violations — Artificial intel

Clusterability-Based Assessment of Potentially Noisy Views for Multi-View Clustering

ApplicationsDGX agent

arXiv:2604.18024v1 Announce Type: new Abstract: In multi-view clustering, the quality of different views may vary substantially, and low-quality or degraded views can impair overall clustering perform

Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training

ApplicationsDGX agent

arXiv:2506.01732v2 Announce Type: replace Abstract: Large Language Models (LLMs) are pre-trained on large data from different sources and domains. These datasets often contain trillions of tokens, inc

Conditional Evidence Reconstruction and Decomposition for Interpretable Multimodal Diagnosis

ApplicationsDGX agent

arXiv:2604.17030v1 Announce Type: new Abstract: Neurobiological and neurodegenerative diseases are inherently multifactorial, arising from coupled influences spanning genetic susceptibility, brain alt

Contraction and Hourglass Persistence for Learning on Graphs, Simplices, and Cells

ApplicationsDGX agent

arXiv:2604.17548v1 Announce Type: new Abstract: Persistent homology (PH) encodes global information, such as cycles, and is thus increasingly integrated into graph neural networks (GNNs). PH methods i

Covariance-Based Structural Equation Modeling in Small-Sample Settings with p>n

ApplicationsDGX agent

arXiv:2604.16894v1 Announce Type: new Abstract: Factor-based Structural Equation Modeling (SEM) relies on likelihood-based estimation assuming a nonsingular sample covariance matrix, which breaks down

Crossing the ‘production chasm’ is now enterprise AI’s defining test

ApplicationsDGX agent

Enterprise AI is moving fast, but not fast enough to outrun the governance blind spots that are quietly undermining the rush from controlled pilots to at-scale production. With one in five organizatio

Crowded in B-Space: Calibrating Shared Directions for LoRA Merging

ApplicationsDGX agent

arXiv:2604.16826v1 Announce Type: new Abstract: Merging separately trained LoRA adapters is a practical alternative to joint multi-task training, but it often hurts performance. Existing methods usual

CT Open: An Open-Access, Uncontaminated, Live Platform for the Open Challenge of Clinical Trial Outcome Prediction

ApplicationsDGX agent

arXiv:2604.16742v1 Announce Type: cross Abstract: Scientists have long sought to accurately predict outcomes of real-world events before they happen. Can AI systems do so more reliably? We study this

Decoding RWA Tokenized U.S. Treasuries: Functional Dissection and Address Role Inference

ApplicationsDGX agent

arXiv:2507.14808v3 Announce Type: replace-cross Abstract: Tokenized U.S. Treasuries have emerged as a prominent subclass of real-world assets (RWAs), offering cryptographically secured, yield-bearing

Deep Hierarchical Knowledge Loss for Fault Intensity Diagnosis

ApplicationsDGX agent

arXiv:2604.16459v1 Announce Type: cross Abstract: Fault intensity diagnosis (FID) plays a pivotal role in intelligent manufacturing while neglecting dependencies among target classes hinders its pract

Deep Learning for Virtual Reality User Identification: A Benchmark

Model ReleasesDGX agent

arXiv:2604.16341v1 Announce Type: cross Abstract: Virtual Reality (VR) applications require robust user identification systems to ensure secure access to equipment and protect worker identities. Motio

🔒`deepagents deploy` now supports custom auth: turn a single deployment into a multi-tenant platform. per-user resource and thread isolatio…

ApplicationsDGX agent

🔒`deepagents deploy` now supports custom auth: turn a single deployment into a multi-tenant platform. per-user resource and thread isolation, access control, and your own auth provider, all without sp

DexWorldModel: Causal Latent World Modeling towards Automated Learning of Embodied Tasks

ApplicationsDGX agent

arXiv:2604.16484v1 Announce Type: new Abstract: Deploying generative World-Action Models for manipulation is severely bottlenecked by redundant pixel-level reconstruction, O(T) memory scaling, and seq

EarthSight: A Distributed Framework for Low-Latency Satellite Intelligence

ResearchDGX agent

arXiv:2511.10834v3 Announce Type: replace Abstract: Low-latency delivery of satellite imagery is essential for time-critical applications such as disaster response, intelligence, and infrastructure mo

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