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HumanDGX agent

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Categories
  • All entries88,429
  • Agents7,559
  • Applications5,412
  • Concepts5
  • Hardware1,837
  • Industry6,170
  • Local Ai4,935
  • Model Releases23,918
  • Research20,125
  • Safety13,371
  • Syntheses17
  • Tools1,677
  • Tutorials3,403

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HumanDGX agent

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25 Jun 2026

Notion killing Skiff-influenced email app since most users use AI agents instead

IndustryDGX agent

Notion is shutting down Notion Mail, its AI-enhanced email client launched in April 2025 based on the Skiff acquisition, on September 22. More than 50% of Notion Mail users now manage their email usin

Notion plans to shut down its Gmail client Notion Mail on September 22 and go 'all in' on AI agents to run inboxes, saying 50%+ of users do not open the inbox (Zac Hall/9to5Mac)

IndustryDGX agent

Zac Hall / 9to5Mac: Notion plans to shut down its Gmail client Notion Mail on September 22 and go “all in” on AI agents to run inboxes, saying 50%+ of users do not open the inbox — Last year, Notion e

obvious in retrospect but I had no idea there was a black market for tokens

TutorialsDGX agent
Content type
AllBlogX PostPaperYouTubeRedditGitHub

Jeremy Howard discusses the existence of a black market for AI tokens, expressing surprise at learning about this market dynamic. The post likely covers unauthorized trading, resale, or acquisition of

Offline Multi-agent Continual Cooperation via Skill Partition and Reuse

SafetyDGX agent

arXiv:2606.25389v1 Announce Type: new Abstract: Extracting skills from multi-agent offline dataset improves learning efficiency via sharing task-invariant coordination skills among tasks. In settings

Ok, I am interviewing the legend @trq212 on Friday. I'm planning to ask him to show me: → His Claude Code setup and how he uses /goal and /l…

Model ReleasesDGX agent

Ok, I am interviewing the legend @trq212 on Friday. I'm planning to ask him to show me: → His Claude Code setup and how he uses /goal and /loop and dynamic workflows → How he does planning with HTML +

Om Malik, a longtime technology writer, founder of Gigaom, and a partner at True Ventures, died on Wednesday at 59 (Om Malik/On my Om)

IndustryDGX agent

Om Malik / On my Om: Om Malik, a longtime technology writer, founder of Gigaom, and a partner at True Ventures, died on Wednesday at 59 — Om Malik passed away on June 24, 2026, at Stanford Hospital af

OmegAMP: Targeted AMP Discovery via Biologically Informed Generation

ResearchDGX agent

arXiv:2504.17247v3 Announce Type: replace Abstract: Deep learning-based antimicrobial peptide (AMP) discovery faces critical challenges such as limited controllability, lack of representations that ef

Omni-Perception Policy Optimization for Multimodal Emotion Reasoning

Model ReleasesDGX agent

arXiv:2606.25325v1 Announce Type: new Abstract: We find that current emotion-oriented Omni-MLLMs still lack reliable omni-modal perception: they (i) underutilize multimodal cues in their reasoning tra

On-Device Neural Architecture Search

Model ReleasesDGX agent

arXiv:2606.24900v1 Announce Type: new Abstract: This paper proposes a new approach to near-sensor computing, in which a lightweight Neural Architecture Search (NAS) is performed directly on the deploy

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity

SafetyDGX agent

arXiv:2606.26091v1 Announce Type: new Abstract: On-policy self-distillation achieves strong pass@1 accuracy by using a single model as both teacher and student, with the teacher conditioned on a corre

on their @latentspacepod we covered how @pimdewitte accidentally made the PERFECT world model data collection business by collecting the wor…

ToolsDGX agent

on their @latentspacepod we covered how @pimdewitte accidentally made the PERFECT world model data collection business by collecting the world's largest dataset of trainable (video,action) pairs. turn

OncoSynth: Synthetic data generation for treatment effect estimation in oncology

ApplicationsDGX agent

arXiv:2606.25762v1 Announce Type: new Abstract: In oncology, access to patient-level data is often restricted. Synthetic data provides an alternative for analyzing treatment effectiveness, but existin

One animation. Different visual styles. This workflow uses Seedance 2.0 in ComfyUI with reference images to explore different looks while pr…

Local AiDGX agent

One animation. Different visual styles. This workflow uses Seedance 2.0 in ComfyUI with reference images to explore different looks while preserving the same motion and camera movement. In this exampl

One Body, Two Minds: Variable Autonomy Approach for a Co-embodied Robotic Hand

SafetyDGX agent

arXiv:2606.25575v1 Announce Type: new Abstract: Assistive robotic systems face a fundamental trade-off: fully autonomous systems lack user agency, while fully user-controlled systems demand continuous

One key insight for using engine as memory is that traces are key ingredient of memory, and engine already has access to all of them

AgentsDGX agent

One key insight for using engine as memory is that traces are key ingredient of memory, and engine already has access to all of them @hwchase17 I love that this is built on traces rather than a separa

Open + closed models = better together. Our previous research with @harvey showed the benefits of combining a frontier closed model as an ad…

AgentsDGX agent

Open + closed models = better together. Our previous research with @harvey showed the benefits of combining a frontier closed model as an advisor agent with fine-tuned, open-source worker agents. Thre

OpenAI staggers GPT-5.6 rollout for government vetting, eyes 2027 IPO

Model ReleasesDGX agent

OpenAI Group PBC will roll out its next model, GPT-5.6, to a small group of partners rather than the public at the request of the Trump administration, the latest sign that Washington now wants to rev

OpenAI will delay GPT-5.6 after Trump administration request

Model ReleasesDGX agent

The Trump administration, apprehensive of potential security issues, has reportedly asked OpenAI to stagger the release of its next big-ticket model, GPT-5.6. The Information reported that OpenAI CEO

@OpenRouter https://openrouter.ai/sakana/fugu-ultra

ResearchDGX agent

OpenRouter is a platform that provides API access to multiple large language models and AI services through a unified interface. Sakana AI's Fugu-Ultra appears to be an AI model available through Open

OPERA: Aligning Open-Ended Reasoning via Objective Perplexity-based Reinforcement Learning

SafetyDGX agent

arXiv:2606.25757v1 Announce Type: new Abstract: Reinforcement Learning (RL) has enabled LLMs to excel in objective reasoning tasks such as mathematics and code generation. However, applying RL to open

Operator Boosting Produces Pareto-Efficient PDE Surrogates

Model ReleasesDGX agent

arXiv:2606.17460v2 Announce Type: replace Abstract: Neural operators are widely used as surrogate solution maps for partial differential equations (PDEs), but full-size models can be costly to store,

Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell

HardwareDGX agent

This post shows you how to configure training jobs on Amazon SageMaker AI to get the most out of Blackwell’s architecture on AWS. You learn how to select batch sizes and sequence lengths that take adv

Optimizing Abstractive Summarization With Fine-Tuned PEGASUS

ResearchDGX agent

arXiv:2606.25462v1 Announce Type: new Abstract: Abstractive text summarization is the technique of generating a short and concise summary comprising the salient ideas of a source text without making a

Optimizing cloud economics with linear elastic caching

ResearchDGX agent

Linear Elastic Caching addresses the problem of minimizing total cache cost by accounting for both cache misses and memory footprint over time. The approach connects this problem to ski rental algorit

Or people could learn their lesson? Naah 🙈

TutorialsDGX agent

Or people could learn their lesson? Naah 🙈 @GaryMarcus The reason he’s going down, is because the market can only handle one all encompassing scam at a time. So the AI scam will probably get a boost w

OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training

Model ReleasesDGX agent

arXiv:2606.25906v1 Announce Type: new Abstract: With the advancement of artificial intelligence, research on oracle bone scripts has entered a new era. However, existing methods and benchmarks remain

Ornn raises $33M to help companies buy and sell AI compute as a commodity like oil

IndustryDGX agent

Artificial intelligence startup Ornn AI Inc. made a big splash today as it raised 33 million in seed funding from Andreessen Horowitz’s crypto-focused fund and others to build out a marketplace for co

OrthoTrack: Continuous 6-DoF UAV Trajectory Estimation Anchored in Public Orthophotos

Model ReleasesDGX agent

arXiv:2606.25245v1 Announce Type: new Abstract: Continuous 6-DoF pose estimation is essential for autonomous UAV operations. Yet, existing visual odometry and SLAM methods accumulate drift and yield o

Our new AI policy is that the White House decides ad hoc, for whatever reasons it likes, who does and does not get access to frontier intell…

Model ReleasesDGX agent

Our new AI policy is that the White House decides ad hoc, for whatever reasons it likes, who does and does not get access to frontier intelligence. This seems rather maximally terrible. The US Governm

🎉 Our paper MJEPA has been accepted at #ECCV2026 !! Huge thanks to my awesome collaborators @AdrienBardes, @michaelrabbat , Sumit Chopra @m…

ResearchDGX agent

🎉 Our paper MJEPA has been accepted at #ECCV2026 !! Huge thanks to my awesome collaborators @AdrienBardes, @michaelrabbat , Sumit Chopra @mattmucklm and Nicolas Ballas Paper: https://arxiv.org/abs/260

Overview of HIPE-2026: Person-Place Relation Extraction from Multilingual Historical Texts

ResearchDGX agent

arXiv:2606.25935v1 Announce Type: new Abstract: Was this person ever at that place, and if so, when? Answering such questions from noisy, multilingual historical documents is the central challenge of

Paid Voices vs. Public Feeds: Interpretable Cross-Platform Theme-Based Analysis of Climate Discourse

SafetyDGX agent

arXiv:2601.13317v2 Announce Type: replace Abstract: Climate discourse online shapes public understanding of climate change and informs political and policy debate, yet it unfolds across structurally d

Paris-based Tsuga, whose observability software runs in customers' own clouds to help them skip per-byte ingestion costs, raised a $35M Series A led by Singular (Ana Maria Constantin/The Next Web)

IndustryDGX agent

Ana Maria Constantin / The Next Web: Paris-based Tsuga, whose observability software runs in customers' own clouds to help them skip per-byte ingestion costs, raised a 35M Series A led by Singular — T

PatchINR: Patch-Based Implicit Neural Representations for Efficient and Scalable Inference

Model ReleasesDGX agent

arXiv:2606.25534v1 Announce Type: new Abstract: Implicit Neural Representation (INR) provides an effective approach for continuous signal modeling, but classical per-pixel inference results in quadrat

Patronus AI, which builds simulated digital environments for evaluating AI agents, raised a 50M Series B led by Greenfield, bringing its total funding to 70M (Marina Temkin/TechCrunch)

IndustryDGX agent

Marina Temkin / TechCrunch: Patronus AI, which builds simulated digital environments for evaluating AI agents, raised a 50M Series B led by Greenfield, bringing its total funding to 70M — AI agents ar

People are not getting how significant this news – The White House delaying GPT 5.6 – is. Here’s the context and a suggestion. Both @pmarca …

SafetyDGX agent

People are not getting how significant this news – The White House delaying GPT 5.6 – is. Here’s the context and a suggestion. Both @pmarca and @DavidSacks did everything in their power to keep the Wh

People don't quite understand how many behind the meter power generation assets are being built for datacenters because the US Grid sucks, d…

HardwareDGX agent

People don't quite understand how many behind the meter power generation assets are being built for datacenters because the US Grid sucks, despite the higher cost and complexity. US Grid Constraints:

Perfect Detection, Failed Control: The Geometry of Knowing vs. Steering in Language Models

Model ReleasesDGX agent

arXiv:2606.24952v1 Announce Type: new Abstract: A central aspiration of mechanistic interpretability is controllability: if we know where a behavior is represented in a model's activations, we should

PERRY: Policy Evaluation with Confidence Intervals using Auxiliary Data

SafetyDGX agent

arXiv:2507.20068v3 Announce Type: replace Abstract: Off-policy evaluation (OPE) methods estimate the value of a new reinforcement learning (RL) policy prior to deployment. Recent advances have shown t

PERTINENCE: Input-based Opportunistic Neural Network Dynamic Execution

ResearchDGX agent

arXiv:2507.01695v3 Announce Type: replace Abstract: Deep neural networks (DNNs) are widely used for their ability to model complex patterns across domains such as computer vision, speech recognition,

PhaseWin: An Efficient Search Algorithm for Faithful Visual Attribution

Local AiDGX agent

arXiv:2606.18008v2 Announce Type: replace Abstract: Visual attribution is a fundamental tool for interpreting modern vision and vision-language models, particularly when their decisions must be inspec

PhoneBuddy: Training Open Models for Agentic Phone Use

AgentsDGX agent

arXiv:2606.23049v2 Announce Type: replace Abstract: Phones are becoming an important execution surface for general-purpose agents, but training open models for reliable phone use remains difficult bec

Phoneme-Level Mispronunciation Screening in Polish-Speaking Children with an Explainable Assistant

SafetyDGX agent

arXiv:2606.25181v1 Announce Type: cross Abstract: Early identification of speech sound errors in children is often limited by access to specialists, motivating lightweight screening tools that can ope

PhyGile: Physics-Prefix Guided Motion Generation for Agile General Humanoid Motion Tracking

ApplicationsDGX agent

arXiv:2603.19305v2 Announce Type: replace-cross Abstract: Humanoid robots are expected to execute agile and expressive whole-body motions in real-world settings. Existing text-to-motion generation mod

Physics-conforming Latent Twins

ResearchDGX agent

arXiv:2606.15053v2 Announce Type: replace Abstract: Surrogate models are central to scientific machine learning, where they enable fast prediction, simulation, inference, and control for complex physi

Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generation

Model ReleasesDGX agent

arXiv:2606.25306v1 Announce Type: new Abstract: Video generation models are increasingly capable of producing realistic videos, but they still struggle to generate videos that follow basic physical la

Plausible but Wrong: A case study on Agentic Failures in Astrophysical Workflows

AgentsDGX agent

arXiv:2604.25345v2 Announce Type: replace Abstract: Agentic AI systems are increasingly being integrated into scientific workflows, yet their behavior under realistic conditions remains insufficiently

Point Cloud Diffusion with Global and Local Reconstruction for Instance-Level 3D Anomaly Detection

SafetyDGX agent

arXiv:2606.25740v1 Announce Type: new Abstract: 3D anomaly detection in point clouds is critical for high-precision industrial manufacturing. Reconstruction-based methods have laid a strong foundation

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models

Model ReleasesDGX agent

arXiv:2606.25442v1 Announce Type: new Abstract: Safety alignment of large language models (LLMs) typically depends on high-quality supervision data, such as safe demonstrations or preference pairs. Ho

Position: Reasoning After Perception Means Reasoning Without Vision

ResearchDGX agent

arXiv:2507.16863v2 Announce Type: replace-cross Abstract: A common belief in multimodal research is that the perceptual weaknesses of vision--language models can be compensated by stronger language re

Position Spaces and Graphs

SafetyDGX agent

arXiv:2606.25719v1 Announce Type: new Abstract: In this paper, we introduce position graphs, a graph-based reasoning framework based on the formalization of position spaces. This framework utilizes tw

Power-Budgeted Underwater Vehicle Control via Constrained Reinforcement Learning

SafetyDGX agent

arXiv:2606.25680v1 Announce Type: new Abstract: Underwater vehicles operate from a fixed onboard energy budget that propulsion rapidly depletes, so a controller that completes its task while drawing l

Power-Flexible AI Data Centers: A New Paradigm for Grid-Responsive Compute

HardwareDGX agent

arXiv:2606.25098v1 Announce Type: cross Abstract: The rapid expansion of artificial intelligence (AI) infrastructure is driving unprecedented growth in electricity demand from data centers. Traditiona

Pre-Warm: Input-Conditioned Weight Initialization for Convolutional Neural Networks

Model ReleasesDGX agent

arXiv:2606.25256v1 Announce Type: new Abstract: We introduce Pre-Warm, a simple yet effective zero-training-cost method for data-conditioned initialization of the first convolutional layer. Before the

PRISM: Feed-Forward Single-Image 3D Reconstruction via Geometric Warp-Residual Modeling

Model ReleasesDGX agent

arXiv:2606.25430v1 Announce Type: new Abstract: Reconstructing 3D scenes from a single image is a fundamental challenge in computer vision, with broad applications in virtual reality, robotics, and co

Privacy-Aware Visual Language Models

Model ReleasesDGX agent

arXiv:2405.17423v4 Announce Type: replace-cross Abstract: As Visual Language Models (VLMs) become increasingly embedded in everyday applications, ensuring they can recognise and appropriately handle p

Privacy-preserving federated tensor decomposition of single-cell immune data: recovering multicellular programs across institutions

ResearchDGX agent

arXiv:2606.24938v1 Announce Type: cross Abstract: Tensor decomposition of donor imes cell-type imes gene single-cell data recovers multicellular programs: coordinated axes of inter-individual transcri

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries

ResearchDGX agent

arXiv:2606.26021v1 Announce Type: cross Abstract: Tabular foundation models are commonly assumed to present limited privacy concerns as they are often pre-trained on large collections of synthetic dat

Proactive Systems in HCI and AI: Concepts, Challenges, and Opportunities

AgentsDGX agent

arXiv:2606.25149v1 Announce Type: cross Abstract: The last few years have seen a significant rise in interest in highly autonomous and proactive systems, fueled by advances in AI. Systems that anticip

Probabilistic Agents in Deterministic Audits: Evaluating Multi-Agent Systems for Automated Audits Based on the German IT-Grundschutz

AgentsDGX agent

arXiv:2606.25622v1 Announce Type: cross Abstract: The NIS-2 Directive mandates robust Risk Management from thousands of small and medium enterprises. To ensure compliance, companies rely on establishe

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