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1 Jul 2026

TwelveLabs raises $100M to bring superintelligence to AI video models

IndustryDGX agent

TwelveLabs Inc., the developer of generative artificial intelligence foundation models that can understand videos like humans, today announced it has raised 100 million in early funding to expand beyo

Uber dismissed two leaders at its AI data labeling business as part of a broader leadership transition at the unit, which it says is 'seeing strong momentum' (Natalie Lung/Bloomberg)

IndustryDGX agent

Natalie Lung / Bloomberg: Uber dismissed two leaders at its AI data labeling business as part of a broader leadership transition at the unit, which it says is “seeing strong momentum” — Uber Technolog

UHD-MFF: Shattering Barriers in Multi-Focus Ultra-High-Definition Image Fusion via Learnable Lookup Tables

Research
DGX agent

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DGX agent

arXiv:2606.31242v1 Announce Type: new Abstract: With the advancement of imaging technology, ultra-high-definition images have become increasingly essential in modern visual applications. However, exis

UK likely to intervene in Paramount takeover of Warner Bros. Discovery

IndustryDGX agent

The British government has signaled it is likely to intervene in Paramount Skydance's proposed $110 billion takeover of Warner Bros. Discovery, citing concerns about maintaining media plurality. Briti

Understanding and Evaluating Claw-like Agent Security Through a Computer-Systems Lens

Model ReleasesDGX agent

arXiv:2606.30755v1 Announce Type: cross Abstract: Claw-like AI agents (e.g., OpenClaw) are always-on processes with persistent access to credentials, files, tools, and external services. They take on

UniCoder: Unified Visual-to-Code Generation via Symbolic Rewards and Reference-Guided Code Optimization

Model ReleasesDGX agent

arXiv:2606.31732v1 Announce Type: new Abstract: Visual-to-Code generation, which transforms scientific plots, vector graphics, and webpages into executable scripts, demands a level of pixel-precise al

Unified Structural-Hydrodynamic Modeling of Underwater Underactuated Mechanisms and Soft Robots

Model ReleasesDGX agent

arXiv:2603.07939v2 Announce Type: replace Abstract: Underwater robots are widely deployed for ocean exploration and manipulation. Underactuated mechanisms are advantageous in aquatic environments beca

UniSAE: Unified Speech Attribute Editing on Speaker, Emotion and Low-Level Content via Discrete Phonetic Posteriorgram Modelling

ResearchDGX agent

arXiv:2606.31128v1 Announce Type: cross Abstract: Speech editing aims to modify specific portions of an utterance while preserving the remaining speech. Existing approaches primarily focus on word-lev

UniTac: A Unified Multimodal Model for Cross-Sensor Tactile Understanding and Generation

SafetyDGX agent

arXiv:2606.31451v1 Announce Type: cross Abstract: Unified multimodal models (UMMs) have shown great promise in integrating understanding and generation across diverse modalities. However, existing res

UniTacVLA: Unified Tactile Understanding and Prediction in Vision Language Action Models

ApplicationsDGX agent

arXiv:2606.31723v1 Announce Type: new Abstract: Vision-language-action (VLA) models have achieved strong performance in many robotic manipulation tasks, yet remain limited in contact-rich dexterous ma

Unmasking the crawls with Attribution Business Insights

IndustryDGX agent

Cloudflare’s new Attribution Business Insights dashboard helps website owners understand crawler behavior, appetite, and potential value, fueling business-level conversations around crawl compensation

Unsupervised Data-Efficient Cross-Modal Retrieval with Global-Neighborhood Alignment Hashing

SafetyDGX agent

arXiv:2606.31517v1 Announce Type: cross Abstract: Compared to supervised cross-modal hashing (CMH), unsupervised CMH reduces the reliance on manual labeling by learning binary codes from unlabeled ima

Unsupervised Thermodynamics of Molecular Diffusion Models: Action-Operator Semantics and Auditable Free-Energy Readout

ResearchDGX agent

arXiv:2606.30687v1 Announce Type: cross Abstract: Diffusion models are increasingly utilized for modeling molecular structures and conformational ensembles, yet the thermodynamic meaning of their lear

Unveiling Transferability in Trajectory Prediction via Latent Scene Embeddings

AgentsDGX agent

arXiv:2606.30777v1 Announce Type: new Abstract: The growing availability of trajectory datasets has fueled major advances in data-driven motion prediction. Yet, models trained on one dataset often fai

US home battery installations hit record high on rising electricity costs

IndustryDGX agent

Home battery installations in the United States hit a new record of 673 megawatts of residential energy storage in the first quarter of 2026. The surge was driven by rising residential electricity cos

Usage frequency and application variety of research methods in library and information science: Continuous investigation from 1991 to 2021

ResearchDGX agent

arXiv:2606.31081v1 Announce Type: cross Abstract: The present study analyzed over 26,000 research articles published between 1991 and 2021 in twenty-one major LIS (Library and Information Science) jou

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale

AgentsDGX agent

arXiv:2606.30801v1 Announce Type: new Abstract: Personalization algorithms determine what content users encounter on online platforms. Auditing these systems is difficult because independent auditors

“Valued work per watt is the score” @rolandgvc with the real details of self improving agents at @aiDotEngineer!

ToolsDGX agent

This post discusses a framework for evaluating self-improving AI agents where 'value per watt' serves as a key metric, likely examining how efficiently these agents generate useful output relative to

Venice AI, which offers access to 200+ AI models while allowing users to retain their privacy, raised a 65M Series A led by Dragonfly at a 1B valuation (Ram Iyer/TechCrunch)

SafetyDGX agent

Ram Iyer / TechCrunch: Venice AI, which offers access to 200+ AI models while allowing users to retain their privacy, raised a 65M Series A led by Dragonfly at a 1B valuation — Concerns over the impac

Venice raises 65M at 1B valuation for private, uncensored AI

IndustryDGX agent

Privacy-focused artificial intelligence company Venice.ai Inc. today revealed that it has raised 65 million in new funding that values the startup at 1 billion. Venice pitches itself as a private and

Vercel Security Dashboard is in private beta

ToolsDGX agent

Vercel has announced a new Security Dashboard feature now available in private beta, enabling developers to monitor and manage security aspects of their deployments. This tool likely provides visibili

Verification-Gated Agentic Mission-State Governance for Intelligent Industrial Multi-Robot Systems

SafetyDGX agent

arXiv:2606.31339v1 Announce Type: new Abstract: Agentic artificial intelligence is increasingly used to decompose industrial tasks, propose robot actions, and adapt execution plans in dynamic cyber-ph

Verify when Uncertain: Beyond Self-Consistency in Black Box Hallucination Detection

ResearchDGX agent

arXiv:2502.15845v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) often hallucinate, limiting their reliability in sensitive applications. In black-box settings, several self-cons

Verkada takes Nvidia investment to expand its physical AI platform

HardwareDGX agent

Physical security company Verkada Inc. has taken an investment from Nvidia Corp. and signed a technical partnership with the chipmaker, the two said today, in a deal meant to speed up the artificial i

VertiAdaptor: Online Kinodynamics Adaptation for Vertically Challenging Terrain

AgentsDGX agent

arXiv:2603.06887v3 Announce Type: replace Abstract: Autonomous driving in off-road environments presents significant challenges due to the dynamic and unpredictable nature of unstructured terrain. Tra

VIGOR: VIdeo Geometry-Oriented Reward for Temporal Generative Alignment

SafetyDGX agent

arXiv:2603.16271v3 Announce Type: replace Abstract: Video diffusion models lack explicit geometric supervision during training, leading to inconsistency artifacts such as object deformation, spatial d

Vision-Language Procedural Reasoning for Context-Aware Reward Modeling of Robotic Endovascular Guidewire Navigation

SafetyDGX agent

arXiv:2606.30698v1 Announce Type: new Abstract: Robotic-assisted endovascular interventions demand accurate, stable, and context-aware guidewire navigation in complex and patient-specific vascular ana

Visual Prompt Discovery via Semantic Exploration

AgentsDGX agent

arXiv:2603.16250v2 Announce Type: replace-cross Abstract: LVLMs encounter significant challenges in image understanding and visual reasoning, leading to critical perception failures. Visual prompts, w

Visual Semantic Entropy: Do Vision Language Models Recognize Visual Ambiguity?

ResearchDGX agent

arXiv:2606.31407v1 Announce Type: cross Abstract: Vision-language models can produce confident answers on visually ambiguous inputs, resulting in biased predictions. Common entropy-based methods, such

Visualizing High-Dimensional Graph Embeddings via Informed Multi-View Projections

ResearchDGX agent

arXiv:2606.31119v1 Announce Type: new Abstract: Graphs are commonly visualized in 2D, where humans readily interpret spatial relationships, yet such layouts often distort higher-dimensional structure.

ViTL: Temporal Logic-Guided Zero-Shot Natural Language Navigation via Vision-Language Models

TutorialsDGX agent

arXiv:2606.30696v1 Announce Type: cross Abstract: Enabling robots to follow natural language commands to complete zero-shot long-horizon tasks remains challenging. It requires extracting implicit temp

Von Mises Based Uncertainty Quantification for Closely Spaced Automotive Radar Targets

ResearchDGX agent

arXiv:2606.31473v1 Announce Type: cross Abstract: This work investigates uncertainty-aware deep learning approaches for direction of arrival (DOA) estimation in automotive radar, focusing on probabili

VS3R: Robust Full-frame Video Stabilization via Deep 3D Reconstruction

ResearchDGX agent

arXiv:2603.05851v2 Announce Type: replace Abstract: Video stabilization aims to mitigate camera shake but faces a fundamental trade-off between geometric robustness and full-frame consistency. While 2

WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching

ResearchDGX agent

arXiv:2603.24836v3 Announce Type: replace Abstract: We introduce WAFT-Stereo, a simple and effective warping-based method for stereo matching. WAFT-Stereo demonstrates that cost volumes, a common desi

Wait, am I Being Fair? Characterizing Deductive Stereotyping and Mitigating It with Fair-GCG

SafetyDGX agent

arXiv:2606.30989v1 Announce Type: cross Abstract: Warning: This paper contains several toxic and offensive statements. While reasoning generally improves fairness in recent large language models (LLMs

Walking the Optimus production line in Fremont

ApplicationsDGX agent

Elon Musk shared observations from visiting Tesla's Optimus humanoid robot production line at the Fremont factory, likely documenting the manufacturing process, production capabilities, or recent deve

Warp CEO Zach Lloyd on why software factories are the next phase of coding

ToolsDGX agent

Zach Lloyd, CEO of Warp, discusses the evolution of software development toward 'software factories'—automated systems that leverage AI to streamline coding workflows and increase developer productivi

Warp RL: Reshaping Base Policy Distributions for Dynamics Adaptation

SafetyDGX agent

arXiv:2606.31043v1 Announce Type: new Abstract: Residual reinforcement learning adapts a pretrained robot policy by learning an additive correction to its actions. While effective when adaptation amou

WarpHammer: Densifying Scene Warps with 3D Object Priors for Extreme View Synthesis

ResearchDGX agent

arXiv:2606.31258v1 Announce Type: new Abstract: Projection-conditioned novel view synthesis (NVS) warps an explicit 3D reconstruction of the input view into the target camera and conditions a generato

WarpI2I: Image Warping for Image-to-Image Translation

ResearchDGX agent

arXiv:2606.31018v1 Announce Type: new Abstract: Image-to-image (I2I) translation has achieved strong results in tasks like human relighting and driving scene translation using latent diffusion models

WaterGen: Decoupling Scene and Medium in Underwater Image Generation

ResearchDGX agent

arXiv:2606.31147v1 Announce Type: new Abstract: Underwater computer vision tasks, such as detection, restoration, and segmentation, are limited by the scarcity of large-scale and diverse training data

Wavelet-Optimized Pseudo-3D Accelerated Diffusion Model for Truncated Computed Laminography

ApplicationsDGX agent

arXiv:2606.31318v1 Announce Type: new Abstract: Computed Laminography (CL) is a key technology for the nondestructive testing of large plate-shaped objects. However, field-of-view (FOV) limitations in

Wayve files to sell shares on the London Stock Exchange's new Private Securities Market, the first major company to test it, and let staff sell $85M in shares (Bloomberg)

AgentsDGX agent

Bloomberg: Wayve files to sell shares on the London Stock Exchange's new Private Securities Market, the first major company to test it, and let staff sell $85M in shares — Autonomous driving software

We are at a turning point: many of the decisions we make about AI today will permanently shape our future. Governments and the public need t…

Model ReleasesDGX agent

We are at a turning point: many of the decisions we make about AI today will permanently shape our future. Governments and the public need to clearly understand the impacts, risks, and opportunities o

We are joining @MercedesAMGF1 as a multi-year strategic partner. First stop: British GP. If it's fast, it's on Vercel.

ToolsDGX agent

Vercel announced a multi-year strategic partnership with Mercedes-AMG F1, with the collaboration beginning at the British Grand Prix. The partnership aligns with Vercel's brand message emphasizing spe

We are SO back

Model ReleasesDGX agent

We are SO back Claude Fable 5 will be available again globally tomorrow. After a series of productive conversations with the US government, we're redeploying the model with a new set of classifiers to

we built the @hyperspell filesystem around this principle every source in your company feeds into a context graph where we resolve conflicts…

AgentsDGX agent

we built the @hyperspell filesystem around this principle every source in your company feeds into a context graph where we resolve conflicts and assign permissions there’s a filesystem on top of the g

We call ours Operational Language Wiki, essentially a pattern for building memory to fill in the delta between the “dialect” of a team vs th…

AgentsDGX agent

We call ours Operational Language Wiki, essentially a pattern for building memory to fill in the delta between the “dialect” of a team vs the “world language” that the LLM is trained on. Use it to cap

We gave a 2 hr deepdive on how to build inference engines that handle trillion token agentic workloads at @aiDotEngineer. Will drop slides a…

AgentsDGX agent

Together AI presented a 2-hour technical deep dive on building inference engines capable of handling trillion-token agentic workloads, covering architecture and optimization strategies for large-scale

We’re also publishing extensive documentation and technical materials about Agentic MapReduce, including a deep-dive on our evals. Read our …

AgentsDGX agent

We’re also publishing extensive documentation and technical materials about Agentic MapReduce, including a deep-dive on our evals. Read our announcement: https://cognition.com/blog/introducing-devin-s

We're building physical AI for every moving machine. 🎧 Tune into the full @latentspacepod episode: https://www.youtube.com/watch?v=rv23_KcH…

ToolsDGX agent

This is a podcast episode featuring discussion about developing physical AI systems applicable to various moving machines and autonomous devices. The episode appears on Latent Space, a podcast focused

What Counts as an Error? Dual-Reference Benchmarking for Atypical ASR

Model ReleasesDGX agent

arXiv:2606.31112v1 Announce Type: new Abstract: ASR systems have been often reported to underperform on atypical speech. An often conflated compounding factor is the existence of two valid transcripti

what do YOU do while waiting for ai to cook? 🍳 🧑‍🍳: @WilliamBryk @vincent_koc @altryne #paulinebrunet @swyx @0thernet @vincent_koc @charl…

ToolsDGX agent

This is a social media discussion thread from Swyx's X/Twitter account that explores how people spend their time while waiting for AI systems to process or generate outputs, using a cooking metaphor.

What Drives Interactive Improvement from Feedback?

AgentsDGX agent

arXiv:2606.30774v1 Announce Type: new Abstract: We study when natural-language feedback produces improvement beyond the gains obtainable from repeated attempts alone. In multi-turn language agent sett

What If We Allocate Test-Time Compute Adaptively?

Model ReleasesDGX agent

arXiv:2602.01070v5 Announce Type: replace Abstract: Test-time compute scaling allocates inference computation uniformly, uses fixed sampling strategies, and applies verification only for reranking. In

What is your definition of a forward deployed engineer? asks @latentspacepod. @natalie_meurer: 'That is really the point of my session: the …

AgentsDGX agent

What is your definition of a forward deployed engineer? asks @latentspacepod. @natalie_meurer: 'That is really the point of my session: the role lacks a consistent definition. If you look at its histo

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States

Model ReleasesDGX agent

arXiv:2606.31612v1 Announce Type: new Abstract: Mobile GUI agents increasingly face long-horizon tasks that require reading, updating, and reusing task-relevant data across pages and applications. Exi

What Probing Reveals about Autonomous Driving: Linking Internal Prediction Errors to Ego Planning

SafetyDGX agent

arXiv:2606.31106v1 Announce Type: cross Abstract: Large-scale datasets and fast simulators have enabled improvements in driving policies that appear safe and robust, yet strong performance in nominal

When boomer companies get high Anthropic bill, they set spend limits When I see a nearly million dollar Anthropic monthly bill, my first rea…

HardwareDGX agent

When boomer companies get high Anthropic bill, they set spend limits When I see a nearly million dollar Anthropic monthly bill, my first reaction is to complain about use of shitty Haiku models Imagin

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs

ResearchDGX agent

arXiv:2606.30814v1 Announce Type: new Abstract: Calibration evaluates whether a model confidence aligns with its empirical accuracy. Existing studies often compare the calibration of different large l

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