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  • Agents7,273
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24 Apr 2026

The First Challenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview

Model ReleasesDGX agent

arXiv:2604.21312v1 Announce Type: cross Abstract: This paper presents the NTIRE 2026 Remote Sensing Infrared Image Super-Resolution (x4) Challenge, one of the associated challenges of NTIRE 2026. The

'The future of AI is collective intelligence.' - @hardmaru Congrats @SakanaAILabs on the beta launch of Fugu! 🐡🐡

AgentsDGX agent

'The future of AI is collective intelligence.' - @hardmaru Congrats @SakanaAILabs on the beta launch of Fugu! 🐡🐡 We’re launching the beta for our new commercial AI product: Sakana Fugu 🐡, a multi-agen

The Hermes Agent Creative Hackathon ends in 9 days Build a creative project with Hermes for a chance to win from the $26,000 prize pool spon…

DGX agent

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DGX agent

The Hermes Agent Creative Hackathon ends in 9 days Build a creative project with Hermes for a chance to win from the $26,000 prize pool sponsored by @Kimi_Moonshot! We asked Hermes Agent to generate 1

The Last Harness You'll Ever Build

AgentsDGX agent

arXiv:2604.21003v1 Announce Type: new Abstract: AI agents are increasingly deployed on complex, domain-specific workflows -- navigating enterprise web applications that require dozens of clicks and fo

The NAACP was simultaneously fighting: - For Affirmative Action - To eliminate racism An institution too stupid and/or dishonest to understa…

IndustryDGX agent

The NAACP was simultaneously fighting: - For Affirmative Action - To eliminate racism An institution too stupid and/or dishonest to understand the contradiction here doesn't deserve to exist. All civi

The Newton–Schulz iteration coefficients optimized by DeepSeek-V4 are surprisingly strong: they effectively normalize all singular values to…

Model ReleasesDGX agent

The Newton–Schulz iteration coefficients optimized by DeepSeek-V4 are surprisingly strong: they effectively normalize all singular values to 1. This matches our previous intuition: a well-balanced spe

The Path Not Taken: Duality in Reasoning about Program Execution

Model ReleasesDGX agent

arXiv:2604.20917v1 Announce Type: cross Abstract: Large language models (LLMs) have shown remarkable capabilities across diverse coding tasks. However, their adoption requires a true understanding of

The people do not yearn for automation

ToolsDGX agent

The people do not yearn for automation This written and video essay by Nilay Patel explores why AI is unpopular with the general public even as usage numbers for ChatGPT continue to skyrocket. It’s a

The Recurrent Transformer: Greater Effective Depth and Efficient Decoding

Model ReleasesDGX agent

arXiv:2604.21215v1 Announce Type: new Abstract: Transformers process tokens in parallel but are temporally shallow: at position t, each layer attends to key-value pairs computed based on the previous

The Root Theorem of Context Engineering

Model ReleasesDGX agent

arXiv:2604.20874v1 Announce Type: cross Abstract: Every system that maintains a large language model conversation beyond a single session faces two inescapable constraints: the context window is finit

The Sample Complexity of Multicalibration

ResearchDGX agent

arXiv:2604.21923v1 Announce Type: new Abstract: We study the minimax sample complexity of multicalibration in the batch setting. A learner observes n i.i.d. samples from an unknown distribution and mu

The US CFTC sues New York, accusing the state of invading its authority to regulate prediction markets by filing lawsuits against Coinbase and Gemini (Jonathan Stempel/Reuters)

Model ReleasesDGX agent

Jonathan Stempel / Reuters: The US CFTC sues New York, accusing the state of invading its authority to regulate prediction markets by filing lawsuits against Coinbase and Gemini — The U.S. Commodity F

The web is disappearing 🕳️ According to a Pew Research Center report, 26% of pages from 2013-2023 are no longer accessible. But that’s not …

ResearchDGX agent

The web is disappearing 🕳️ According to a Pew Research Center report, 26% of pages from 2013-2023 are no longer accessible. But that’s not the whole story. In a new study published in Internet Archive

The week just gets better the mad men from China do it again China is hot Deepseek V4 Pro Let’s see how it is https://huggingface.co/deepsee…

Model ReleasesDGX agent

DeepSeek V4 Pro is a new AI model release from Chinese AI company DeepSeek, announced via Hugging Face. The post expresses enthusiasm about the model's capabilities and performance, suggesting it repr

The Wire by Acutus, an AI-generated site with articles attacking AI industry critics, appears to be funded by the OpenAI-backed super PAC Leading The Future (@themidasproj)

IndustryDGX agent

@themidasproj: The Wire by Acutus, an AI-generated site with articles attacking AI industry critics, appears to be funded by the OpenAI-backed super PAC Leading The Future — The reporters at this news

There is lots of AI noise on Twitter but also lots of signal when you know where to find it. When @Vtrivedy10 is quoting @LakshyAAAgrawal - …

AgentsDGX agent

There is lots of AI noise on Twitter but also lots of signal when you know where to find it. When @Vtrivedy10 is quoting @LakshyAAAgrawal - you have found the signal and you should slow down and dig i

There Will Be a Scientific Theory of Deep Learning

ResearchDGX agent

arXiv:2604.21691v1 Announce Type: cross Abstract: In this paper, we make the case that a scientific theory of deep learning is emerging. By this we mean a theory which characterizes important properti

These pelicans are kind of angry looking! Left is deepseek-v4-flash, right is deepseek-v4-pro - both generated using OpenRouter via my LLM t…

Model ReleasesDGX agent

These pelicans are kind of angry looking! Left is deepseek-v4-flash, right is deepseek-v4-pro - both generated using OpenRouter via my LLM tool 🚀 DeepSeek-V4 Preview is officially live & open-sourced!

They all work together

IndustryDGX agent

They all work together Do the various censorship/debanking pressure groups, SPLC and others, coordinate their work? If one of them is breaking the law, are they all breaking the law together? Are ther

Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry

Model ReleasesDGX agent

arXiv:2604.20983v1 Announce Type: cross Abstract: Vision evaluations are typically done through multi-step processes. In most contemporary fields, experts analyze images using structured, evidence-bas

Thinking with Reasoning Skills: Fewer Tokens, More Accuracy

TutorialsDGX agent

arXiv:2604.21764v1 Announce Type: new Abstract: Reasoning LLMs often spend substantial tokens on long intermediate reasoning traces (e.g., chain-of-thought) when solving new problems. We propose to su

This has been the most anticipated event in OSS and it doesn't disappoint. Congratulations to @deepseek_ai team. DSV4 Pro is now available o…

Model ReleasesDGX agent

This has been the most anticipated event in OSS and it doesn't disappoint. Congratulations to @deepseek_ai team. DSV4 Pro is now available on @togethercompute and we'll be adding a lot of capacity beh

this is probably the most important piece of software of the decade next to vllm and sglang. i'm not joking.

Model ReleasesDGX agent

this is probably the most important piece of software of the decade next to vllm and sglang. i'm not joking. llama.cpp at 100k stars now that 90% of the code worldwide is being written by AI agents, I

This is where we are right now. And i’m not gonna lie it feels pretty magical 🧚‍♀️ Qwen3.6 27B running inside of Pi coding agent via Llama.…

Model ReleasesDGX agent

This is where we are right now. And i’m not gonna lie it feels pretty magical 🧚‍♀️ Qwen3.6 27B running inside of Pi coding agent via Llama.cpp on the MacBook Pro For non-trivial tasks on the @huggingf

this was a good week. proud of the team. happy building!

IndustryDGX agent

Sam Altman shared a brief positive message on X expressing satisfaction with recent team accomplishments and progress. The post reflects optimism about ongoing projects and company morale at OpenAI.

'This Wasn't Made for Me': Recentering User Experience and Emotional Impact in the Evaluation of ASR Bias

SafetyDGX agent

arXiv:2604.21148v1 Announce Type: new Abstract: Studies on bias in Automatic Speech Recognition (ASR) tend to focus on reporting error rates for speakers of underrepresented dialects, yet less researc

This week's edition of my email newsletter features 4 pelicans riding bicycles, 1 possum on an e-scooter, up to 5 raccoons with ham radios h…

AgentsDGX agent

This week's edition of my email newsletter features 4 pelicans riding bicycles, 1 possum on an e-scooter, up to 5 raccoons with ham radios hiding in crowds, 5 blog posts, 8 links, 3 quotes and a new c

Three reasons why DeepSeek’s new model matters

Model ReleasesDGX agent

On Friday, Chinese AI firm DeepSeek released a preview of V4, its long-awaited new flagship model. Notably, the model can process much longer prompts than its last generation, thanks to a new design t

Thrive is taking a stake in the San Francisco Giants via a new venture that will invest in franchises and cultural institutions that can't be replicated by AI (Kate Clark/Wall Street Journal)

IndustryDGX agent

Kate Clark / Wall Street Journal: Thrive is taking a stake in the San Francisco Giants via a new venture that will invest in franchises and cultural institutions that can't be replicated by AI — It's

Time, Causality, and Observability Failures in Distributed AI Inference Systems

SafetyDGX agent

arXiv:2604.21361v1 Announce Type: new Abstract: Distributed AI inference pipelines rely heavily on timestamp-based observability to understand system behavior. This work demonstrates that even small c

TimePre: Bridging Accuracy, Efficiency, and Stability in Probabilistic Time-Series Forecasting

Model ReleasesDGX agent

arXiv:2511.18539v2 Announce Type: replace-cross Abstract: We propose TimePre, a simple framework that unifies the efficiency of Multilayer Perceptron (MLP)-based models with the distributional flexibi

TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale

ApplicationsDGX agent

arXiv:2604.21889v1 Announce Type: cross Abstract: Real-time detection and mitigation of technical anomalies are critical for large-scale cloud-native services, where even minutes of downtime can resul

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning

Model ReleasesDGX agent

arXiv:2604.21632v1 Announce Type: new Abstract: We investigate the ability of decoder-only transformer models to perform abstract symbolic reasoning; specifically solving propositional logic reasoning

Today I re-iterate: I hate MoEs and we are wasting time on them.... Let's unite and call a global ban on MoEs please. Please 1M+ salary rese…

TutorialsDGX agent

Today I re-iterate: I hate MoEs and we are wasting time on them.... Let's unite and call a global ban on MoEs please. Please 1M+ salary researchers: do better... credits to @IlysMoutawwakil for the gr

Today we open sourced many of OpenAI's monitorability evaluations. We hope that the research community and other model developers can build …

SafetyDGX agent

Today we open sourced many of OpenAI's monitorability evaluations. We hope that the research community and other model developers can build upon them and use them to evaluate the monitorability of the

Tomorrow live on the show, we have Brandon Middleton, our new Head of Educational Partnerships. He's building what's next for Replit and edu…

ApplicationsDGX agent

Tomorrow live on the show, we have Brandon Middleton, our new Head of Educational Partnerships. He's building what's next for Replit and education. Plus Content Challenge Week 4 winner @rizwanahmedmp4

Tool Attention Is All You Need

AgentsDGX agent

Tool Attention Is All You Need // Tool Attention Is All You Need // New research proposes a practical fix for the hidden 'MCP tax.' The work introduces a dynamic tool gating mechanism built on an Inte

Tool Attention Is All You Need: Dynamic Tool Gating and Lazy Schema Loading for Eliminating the MCP/Tools Tax in Scalable Agentic Workflows

Model ReleasesDGX agent

arXiv:2604.21816v1 Announce Type: new Abstract: The Model Context Protocol (MCP) has become a common interface for connecting large language model (LLM) agents to external tools, but its reliance on s

Toward a Multi-Layer ML-Based Security Framework for Industrial IoT

ApplicationsDGX agent

arXiv:2603.24111v3 Announce Type: replace-cross Abstract: The Industrial Internet of Things (IIoT) introduces significant security challenges as resource-constrained devices become increasingly integr

Toward Efficient Membership Inference Attacks against Federated Large Language Models: A Projection Residual Approach

Model ReleasesDGX agent

arXiv:2604.21197v1 Announce Type: new Abstract: Federated Large Language Models (FedLLMs) enable multiple parties to collaboratively fine-tune LLMs without sharing raw data, addressing challenges of l

Towards a Systematic Risk Assessment of Deep Neural Network Limitations in Autonomous Driving Perception

SafetyDGX agent

arXiv:2604.20895v1 Announce Type: cross Abstract: Safety and security are essential for the admission and acceptance of automated and autonomous vehicles. Deep neural networks (DNNs) are widely used f

Towards Multimodal Active Learning: Efficient Learning with Limited Paired Data

Model ReleasesDGX agent

arXiv:2510.03247v2 Announce Type: replace-cross Abstract: Active learning (AL) is a principled strategy to reduce annotation cost in data-hungry deep learning. However, existing AL algorithms focus al

Towards Universal Tabular Embeddings: A Benchmark Across Data Tasks

Model ReleasesDGX agent

arXiv:2604.21696v1 Announce Type: new Abstract: Tabular foundation models aim to learn universal representations of tabular data that transfer across tasks and domains, enabling applications such as t

TRACES: Tagging Reasoning Steps for Adaptive Cost-Efficient Early-Stopping

ResearchDGX agent

arXiv:2604.21057v1 Announce Type: new Abstract: The field of Language Reasoning Models (LRMs) has been very active over the past few years with advances in training and inference techniques enabling L

TraceScope: Interactive URL Triage via Decoupled Checklist Adjudication

SafetyDGX agent

arXiv:2604.21840v1 Announce Type: cross Abstract: Modern phishing campaigns increasingly evade snapshot-based URL classifiers using interaction gates (e.g., checkbox/slider challenges), delayed conten

Tracxn: global edtech funding fell from 16.7B in 2021 to 2.6B in 2025, while the number of startups launched dropped from 10,491 in 2021 to just 645 in 2025 (Ananya Bhattacharya/Rest of World)

IndustryDGX agent

Ananya Bhattacharya / Rest of World: Tracxn: global edtech funding fell from 16.7B in 2021 to 2.6B in 2025, while the number of startups launched dropped from 10,491 in 2021 to just 645 in 2025 — Vent

Transfer Learning for Loan Recovery Prediction under Distribution Shifts with Heterogeneous Feature Spaces

ApplicationsDGX agent

arXiv:2604.02832v2 Announce Type: replace-cross Abstract: Accurate forecasting of recovery rates (RR) is central to credit risk management and regulatory capital determination. In many loan portfolios

Transferable Physics-Informed Representations via Closed-Form Head Adaptation

TutorialsDGX agent

arXiv:2604.21761v1 Announce Type: new Abstract: Physics-informed neural networks (PINNs) have garnered significant interest for their potential in solving partial differential equations (PDEs) that go

Transferable SCF-Acceleration through Solver-Aligned Initialization Learning

ResearchDGX agent

arXiv:2604.21657v1 Announce Type: new Abstract: Machine learning methods that predict initial guesses from molecular geometry can reduce this cost, but matrix-prediction models fail when extrapolating

Transformer-Progressive Mamba Network for Lightweight Image Super-Resolution

ResearchDGX agent

arXiv:2511.03232v2 Announce Type: replace Abstract: Recently, Mamba-based super-resolution (SR) methods have demonstrated the ability to capture global receptive fields with linear complexity, address

Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large Language Models

Model ReleasesDGX agent

arXiv:2604.21860v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly integrated into sensitive workflows, raising the stakes for adversarial robustness and safety. This pape

TRAVELFRAUDBENCH: A Configurable Evaluation Framework for GNN Fraud Ring Detection in Travel Networks

Model ReleasesDGX agent

arXiv:2604.21093v1 Announce Type: cross Abstract: We introduce TravelFraudBench (TFG), a configurable benchmark for evaluating graph neural networks (GNNs) on fraud ring detection in travel platform g

Trump administration attempt to gut Endangered Species Act hits roadblock

IndustryDGX agent

The Trump administration and congressional Republicans have spent the last year attempting to weaken the Endangered Species Act, but one major effort faced a significant setback when Republicans in th

🔴 Trump vient de publier sur Truth Social un monologue de 1 500 mots sur le droit du sol, l'ACLU, les Indiens, les Chinois et la 'Savage Na…

HardwareDGX agent

🔴 Trump vient de publier sur Truth Social un monologue de 1 500 mots sur le droit du sol, l'ACLU, les Indiens, les Chinois et la 'Savage Nation'. Ce texte inhabituellement long, inhabituellement cohér

Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models

ApplicationsDGX agent

arXiv:2604.21193v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable fluency and versatility across a wide range of NLP tasks, yet they remain prone to factual ina

Trust-SSL: Additive-Residual Selective Invariance for Robust Aerial Self-Supervised Learning

SafetyDGX agent

arXiv:2604.21349v1 Announce Type: cross Abstract: Self-supervised learning (SSL) is a standard approach for representation learning in aerial imagery. Existing methods enforce invariance between augme

Trustworthy Clinical Decision Support Using Meta-Predicates and Domain-Specific Languages

Model ReleasesDGX agent

arXiv:2604.21263v1 Announce Type: new Abstract: extbf{Background:} Regulatory frameworks for AI in healthcare, including the EU AI Act and FDA guidance on AI/ML-based medical devices, require clinical

Try out Devin with the GPT-5.5 Agent Preview today: https://devin.ai

Model ReleasesDGX agent

Cognition AI announced an early preview opportunity for Devin integrated with GPT-5.5 Agent capabilities, inviting users to test the combination at devin.ai. This likely represents an update to Devin'

Tumor-anchored deep feature random forests for out-of-distribution detection in lung cancer segmentation

SafetyDGX agent

arXiv:2512.08216v3 Announce Type: replace-cross Abstract: Accurate segmentation of lung tumors from 3D computed tomography (CT) scans is essential for automated treatment planning and response assessm

Tuning for TraceTarnish: Techniques, Trends, and Testing Tangible Traits

ResearchDGX agent

arXiv:2512.03465v3 Announce Type: replace-cross Abstract: In this study, we more rigorously evaluated our attack script extit{TraceTarnish}, which leverages adversarial stylometry principles to anonym

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