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18 May 2026

HoMMI: Learning Whole-Body Mobile Manipulation from Human Demonstrations

SafetyDGX agent

arXiv:2603.03243v2 Announce Type: replace Abstract: We present Whole-Body Mobile Manipulation Interface (HoMMI), a data collection and policy learning framework that learns whole-body mobile manipulat

Honey, I shrunk the hypothesis space (through logical preprocessing)

ResearchDGX agent

arXiv:2506.06739v3 Announce Type: replace Abstract: Inductive logic programming (ILP) is a form of logical machine learning. The goal is to search a hypothesis space for a hypothesis that generalises

How Amazon, which took a measured tone to AI, went from an AI also-ran to a real contender, thanks to $200B in spending, custom AI chips, and savvy deals (Tim Higgins/Wall Street Journal)

IndustryDGX agent
DGX agent

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Tim Higgins / Wall Street Journal: How Amazon, which took a measured tone to AI, went from an AI also-ran to a real contender, thanks to 200B in spending, custom AI chips, and savvy deals — The pieces

How Data Augmentation Shapes Neural Representations

ResearchDGX agent

arXiv:2605.15306v1 Announce Type: new Abstract: Data augmentation is widely recognized for improving generalization in deep networks, yet its impact on the geometry of learned representations remains

How do you know your document parser is ready for production? 🤔 Existing benchmarks miss what AI agents actually need. That's the gap Parse…

Model ReleasesDGX agent

How do you know your document parser is ready for production? 🤔 Existing benchmarks miss what AI agents actually need. That's the gap ParseBench, the first doc OCR benchmark for AI agents, fills. We'l

How gambling companies like FanDuel and DraftKings, as well as Meta and a16z's founders, are pouring millions into state-level election campaigns via super PACs (Emily Birnbaum/Bloomberg)

IndustryDGX agent

Emily Birnbaum / Bloomberg: How gambling companies like FanDuel and DraftKings, as well as Meta and a16z's founders, are pouring millions into state-level election campaigns via super PACs — With Cong

How Google Does It: Fleet-wide, large-scale A/B experimentation

SafetyDGX agent

When most people think of A/B experimentation, they think of button colors, landing page layouts, or checkout flows. At Google, many fundamental infrastructure improvements also need the rigor of A/B

How it is supposed to be

IndustryDGX agent

How it is supposed to be James Madison described the powers of the federal government as “few and defined” and those reserved to the states as “numerous and indefinite.” We’ve been dangerously driftin

How one NGO spun a spiders web of 40 activist orgs, gov't officials, legislators & lawyers into passing the UK Online Censorship Act suppres…

IndustryDGX agent

How one NGO spun a spiders web of 40 activist orgs, gov't officials, legislators & lawyers into passing the UK Online Censorship Act suppressing every US platform and millions of British citizens toda

How the AI industry's intense pressure to keep up and its financial rewards are creating 'walls of resentment' between Silicon Valley workers and their spouses (Alessandra Ram/Wired)

HardwareDGX agent

Alessandra Ram / Wired: How the AI industry's intense pressure to keep up and its financial rewards are creating “walls of resentment” between Silicon Valley workers and their spouses — Are you marrie

How to Choose Your Teacher for Fine Grained Image Recognition

TutorialsDGX agent

arXiv:2605.15689v1 Announce Type: new Abstract: Fine-grained image recognition classifies subcategories such as bird species or car models. While state-of-the-art (SOTA) models are accurate, they are

How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models

Model ReleasesDGX agent

arXiv:2510.02453v3 Announce Type: replace-cross Abstract: Frontier language models are deployed as black-box services, where model weights cannot be modified and customization is limited to prompting.

How to use LTX Director - A Free Tool for Creating Advanced LTX 2.3 Videos in ComfyUI

TutorialsDGX agent

LTX-2.3 is Lightricks' latest open-source audio-video generation model natively supported in ComfyUI, delivering major quality improvements including enhanced details, portrait video support, and impr

Hybrid LLM-based Intelligent Framework for Robot Task Scheduling

Model ReleasesDGX agent

arXiv:2605.15486v1 Announce Type: cross Abstract: This study introduces intelligent frameworks that use Large Language Models (LLMs) to improve task scheduling for construction robots. The LLM is fed

Hydra: Efficient, Correct Code Generation via Checkpoint-and-Rollback Support

ResearchDGX agent

arXiv:2605.15238v1 Announce Type: cross Abstract: Large language models are increasingly used for code generation, but many generated programs fail to compile, a prerequisite for further correctness c

HyperDiT: Hyper-Connected Transformers for High-Fidelity Pixel-Space Diffusion

SafetyDGX agent

arXiv:2605.15741v1 Announce Type: new Abstract: Pixel-space diffusion models bypass the reconstruction bottleneck of Variational Autoencoders (VAEs) but face a fundamental 'granularity dilemma': captu

Hypothesis-driven construction of mesoscopic dynamics

TutorialsDGX agent

arXiv:2605.16211v1 Announce Type: new Abstract: Traditional scientific modeling typically begins with fixed, instance-wise effective equations and then carries out equation-specific analysis and compu

I believe on-prem and local AI - based on @huggingface open-source models - will be an important answer to the GPU shortages this year (beca…

Local AiDGX agent

I believe on-prem and local AI - based on @huggingface open-source models - will be an important answer to the GPU shortages this year (because they are cheaper, faster, safer than cloud APIs)! Great

I broke my own rule to never post about AI detection as it is fraught in many ways. The problem is that if you use AI a lot, you know AI wri…

ApplicationsDGX agent

I broke my own rule to never post about AI detection as it is fraught in many ways. The problem is that if you use AI a lot, you know AI writing on sight, which makes the difficulty of objectively pro

I love AI, it’s pure LLMs I hate. Pure LLMs *are* basically just autocomplete. Recent progress (e.g. Claude Code) doesn’t show otherwise Rat…

Model ReleasesDGX agent

I love AI, it’s pure LLMs I hate. Pure LLMs *are* basically just autocomplete. Recent progress (e.g. Claude Code) doesn’t show otherwise Rather, lot of the progress in the last two years has come from

I resurrected my 8-year-old phone into a Hermes Agent server⚕️ Replaced Android with postmarketOS (Alpine Linux on ARM64), runs Hermes as a …

AgentsDGX agent

I resurrected my 8-year-old phone into a Hermes Agent server⚕️ Replaced Android with postmarketOS (Alpine Linux on ARM64), runs Hermes as a systemd service. I chat with it over Matrix (E2E encrypted)

I tested GPT Image 2 for food infographics… this came out insane

IndustryDGX agent

GPT Image 2 delivers significant improvements for food infographics, rendering dense, legible text inside layouts with clean results for recipes, instructional flows, and step-by-step guides without t

ICRL: Learning to Internalize Self-Critique with Reinforcement Learning

AgentsDGX agent

arXiv:2605.15224v1 Announce Type: new Abstract: Large language model-based agents make mistakes, yet critique can often guide the same model toward correct behavior. However, when critique is removed,

ICYMI: SmithDB is our purpose-built data layer for agent observability + eval workloads. Supporting increasingly complex query patterns at l…

AgentsDGX agent

ICYMI: SmithDB is our purpose-built data layer for agent observability + eval workloads. Supporting increasingly complex query patterns at low latency, over large traces, with self-hosting + multi-clo

ICYMI: we shipped Deep Agents v0.6 last week, our biggest release yet!

AgentsDGX agent

LangChain released Deep Agents v0.6, described as their largest release to date. The announcement was made by Harrison Chase on X (formerly Twitter), indicating a significant update to the Deep Agents

If you're a R user: the R edition of the book is out now!

TutorialsDGX agent

If you're a R user: the R edition of the book is out now! AI hype can be pretty easy to find. But clear explanations are definitely harder. Deep Learning with R, Third Edition by @fchollet and Tomasz

IHF-Harmony: Multi-Modality Magnetic Resonance Images Harmonization using Invertible Hierarchy Flow Model

ResearchDGX agent

arXiv:2602.21536v2 Announce Type: replace Abstract: Retrospective MRI harmonization is limited by poor scalability across modalities and reliance on traveling subject datasets. To address these challe

Imitation learning for clinical decision support in pediatric ECMO

TutorialsDGX agent

arXiv:2605.16175v1 Announce Type: new Abstract: Pediatric critical care is a dynamic, high-stakes process involving constant monitoring and adjustments in life-saving treatments. Modeling these interv

Imperfect World Models are Exploitable

SafetyDGX agent

arXiv:2605.15960v1 Announce Type: new Abstract: We propose a novel definition of model exploitation in reinforcement learning. Informally, a world model is exploitable if it implies that one policy sh

Import AI 457: AI stuxnet; cursed Muon optimizer; and positive alignment

SafetyDGX agent

This newsletter explores three AI topics: potential weaponization risks of AI systems (framed as 'AI stuxnet'), issues with the Muon optimizer in machine learning, and progress or approaches toward po

Improve Large Language Model Systems with User Logs

SafetyDGX agent

arXiv:2602.06470v2 Announce Type: replace-cross Abstract: Scaling training data and model parameters has long driven progress in large language models (LLMs), but this paradigm is increasingly constra

Improved Bounds for Reward-Agnostic and Reward-Free Exploration

Model ReleasesDGX agent

arXiv:2602.16363v2 Announce Type: replace Abstract: We study reward-free and reward-agnostic exploration in episodic finite-horizon Markov decision processes (MDPs), where an agent explores an unknown

Improving Cross-Cultural Survey Simulation with Calibrated Value Personas

ResearchDGX agent

arXiv:2605.16193v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to simulate human opinions and survey responses, but their ability to reproduce population responses

In a town hall, PlayStation studio business CEO Hermen Hulst told staff that the company's narrative single-player games will now be PlayStation exclusive (Jason Schreier/@jasonschreier.bsky.social)

IndustryDGX agent

Jason Schreier / @jasonschreier.bsky.social: In a town hall, PlayStation studio business CEO Hermen Hulst told staff that the company's narrative single-player games will now be PlayStation exclusive

In case you're not following the @LangChain_OSS team, here's who to follow!

AgentsDGX agent

In case you're not following the @LangChain_OSS team, here's who to follow! @masondrxy and @Vtrivedy10 are doing an awesome push on harness profiles @huntlovell doing cool stuff w code interpreter / R

In his weekly Linux kernel post, Linus Torvalds says 'AI tools are great' but duplicate bug reports have made the security list 'almost entirely unmanageable' (Simon Sharwood/The Register)

IndustryDGX agent

Simon Sharwood / The Register: In his weekly Linux kernel post, Linus Torvalds says “AI tools are great” but duplicate bug reports have made the security list “almost entirely unmanageable” — Multiple

IndicSafe: A Benchmark for Evaluating Multilingual LLM Safety in South Asia

Model ReleasesDGX agent

arXiv:2603.17915v2 Announce Type: replace-cross Abstract: As large language models (LLMs) are deployed in multilingual settings, their safety behavior in culturally diverse, low-resource languages rem

Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection

Model ReleasesDGX agent

arXiv:2510.05676v2 Announce Type: replace Abstract: Graph-based methods are becoming increasingly popular in machine learning due to their ability to model complex data and relations. Insurance fraud

Inevitable Encounters: Backdoor Attacks Involving Lossy Compression

ApplicationsDGX agent

arXiv:2603.13864v2 Announce Type: replace-cross Abstract: Real-world backdoor attacks often require poisoned datasets to be stored and transmitted before being used to compromise deep learning systems

Information-Preserving Domain Transfer with Unlabeled Data in Misspecified Simulation-Based Inference

Model ReleasesDGX agent

arXiv:2605.05652v2 Announce Type: replace Abstract: Simulation-based inference (SBI) provides amortized Bayesian parameter inference from simulator-generated data without requiring explicit likelihood

Inside Anduril and Meta’s quest to make smart glasses for warfare

ResearchDGX agent

The defense-tech company Anduril has shared new details about the augmented-reality headset for the military it’s prototyping with Meta, including a vision for ordering drone strikes via eye-tracking

Integrate Atlassian Confluence Cloud with Amazon Quick

TutorialsDGX agent

In this post, you will learn how to set up the Confluence Cloud integration with Quick. This includes creating a knowledge base for semantic search, setting up Actions to query and manage Confluence p

Integrating chemical structures as treatments improves representations of microscopy images for morphological profiling

TutorialsDGX agent

arXiv:2504.09544v3 Announce Type: replace-cross Abstract: Recent advances in self-supervised deep learning have improved our ability to quantify cellular morphological changes in high-throughput micro

Interaction-Aware Influence Functions for Group Attribution

Model ReleasesDGX agent

arXiv:2605.15675v1 Announce Type: cross Abstract: Influence functions approximate how removing a training example changes a quantity of interest, called the target function, such as a held-out loss. T

Internal chats: in March, xAI offered employees $420 in exchange for completed tax filings as training data for Grok, but the bonuses haven't been paid out (Carmen Arroyo/Bloomberg)

IndustryDGX agent

Carmen Arroyo / Bloomberg: Internal chats: in March, xAI offered employees $420 in exchange for completed tax filings as training data for Grok, but the bonuses haven't been paid out — Elon Musk's xAI

Internal memo: Meta is reassigning 7,000 workers to four new units focused on building AI tools, two days before it is set to lay off 10% of its workforce (Eli Tan/New York Times)

IndustryDGX agent

Eli Tan / New York Times: Internal memo: Meta is reassigning 7,000 workers to four new units focused on building AI tools, two days before it is set to lay off 10% of its workforce — The company annou

Intrinsic Wasserstein Rates for Score-Based Generative Models on Smooth Manifolds

ResearchDGX agent

arXiv:2605.15822v1 Announce Type: new Abstract: Score-based generative models are trained in high-dimensional ambient spaces, yet many data distributions are supported on low-dimensional nonlinear str

Introducing Agora-1, a multi-agent world model. Multiple participants—human or AI—can now interact inside the same world simulation, all in …

AgentsDGX agent

Introducing Agora-1, a multi-agent world model. Multiple participants—human or AI—can now interact inside the same world simulation, all in real-time. Try our playable research preview today, with Ago

Introducing Composer 2.5, our most powerful model yet. It's more intelligent, better at sustained work on long-running tasks, and more relia…

ToolsDGX agent

Introducing Composer 2.5, our most powerful model yet. It's more intelligent, better at sustained work on long-running tasks, and more reliable at following complex instructions. For the next week, we

Introducing Devin Auto-Triage: Your AI first-responder with long-term memory. Devin can monitor incoming bugs, alerts, and incidents, invest…

AgentsDGX agent

Introducing Devin Auto-Triage: Your AI first-responder with long-term memory. Devin can monitor incoming bugs, alerts, and incidents, investigate them, and come back with context, next steps, or a PR.

Introducing http://Browse.sh, the largest open-source catalog of skills to reliably perform any task on the internet. We've researched hundr…

AgentsDGX agent

Introducing http://Browse.sh, the largest open-source catalog of skills to reliably perform any task on the internet. We've researched hundreds of sites to give your agents the playbook they need to n

Introducing MELI: the Mandarin-English Language Interview Corpus

Model ReleasesDGX agent

arXiv:2603.27043v2 Announce Type: replace Abstract: We introduce the Mandarin-English Language Interview (MELI) Corpus, an open-source resource of 29.8 hours of speech from 51 Mandarin-English bilingu

Introducing Starchild-1 from @odysseyml, the first ever real-time multimodal world model. This a model that can generate interactive simulat…

IndustryDGX agent

Introducing Starchild-1 from @odysseyml, the first ever real-time multimodal world model. This a model that can generate interactive simulations of the world that you can—for the first time ever—hear.

Invaria: Learning Scale and Density Invariance in Point Clouds via Next-Resolution Prediction

TutorialsDGX agent

arXiv:2605.15923v1 Announce Type: new Abstract: Modern image encoders achieve high generalization by decoupling semantic meaning from resolution, an ability yet to be fully realized in the 3D domain.

IO-SVD: Input-Output Whitened SVD for Adaptive-Rank LLM Compression

ResearchDGX agent

arXiv:2605.15626v1 Announce Type: new Abstract: Large language models deliver strong performance across language and reasoning tasks, but their storage and compute costs remain major barriers to deplo

Iranian media: Iran launches 'Hormuz Safe', a Bitcoin-backed insurance service for shipping companies transiting the Strait of Hormuz; ~1,500 ships are trapped (Golnar Motevalli/Bloomberg)

Model ReleasesDGX agent

Golnar Motevalli / Bloomberg: Iranian media: Iran launches “Hormuz Safe”, a Bitcoin-backed insurance service for shipping companies transiting the Strait of Hormuz; ~1,500 ships are trapped — Iran has

Is Agentic AI Ready for Real-World Hardware Engineering? A Deep Dive with Phoenix-bench

Local AiDGX agent

arXiv:2605.15226v1 Announce Type: cross Abstract: We ask whether agentic AI systems built for software engineering transfer to realistic hardware engineering. Existing hardware LLM benchmarks isolate

Is One Score Enough? Rethinking the Evaluation of Sequentially Evolving LLM Memory

ResearchDGX agent

arXiv:2605.15384v1 Announce Type: cross Abstract: Memory plays a central role in enabling large language models (LLMs) to operate over sequential tasks by accumulating and reusing experience over time

ITGPT: Generative Pretraining on Irregular Timeseries

ApplicationsDGX agent

arXiv:2605.16069v1 Announce Type: new Abstract: Timeseries regression models often struggle to leverage large volumes of labeled multimodal data, particularly when the data are irregularly sampled or

Its a consistent theory-of-mind failure in models that are otherwise suprisingly good at theory-of-mind

ApplicationsDGX agent

Large language models demonstrate a specific and persistent theory-of-mind failure despite excelling at other theory-of-mind tasks, suggesting a particular gap in their reasoning about beliefs, intent

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