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14 May 2026

v0.24.0-rc1

Local AiDGX agent

v0.24.0-rc1 is a pre-release version focusing on improvements to Ollama server caching and the desktop launch experience, including plan-aware model gating and disabling Claude Desktop launch. The rel

v0.30.0-rc16

Local AiDGX agent

v0.30.0-rc16 is a pre-release version of Ollama that changes the architecture to directly support llama.cpp instead of building on top of GGML, and allows for compatibility with GGUF file format. MLX

v0.30.0-rc17

Local AiDGX agent

v0.30.0-rc17 is a pre-release version of Ollama that changes the architecture to directly support llama.cpp instead of building on top of GGML and allows compatibility with GGUF file format, with MLX

Vaporware or not? Aptera assembles its first five validation models.

DGX agent

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IndustryDGX agent

Aptera Motors announced that five validation vehicles have been driven off its newly established low-volume validation assembly line in Carlsbad, California in May 2026. Running multiple vehicles thro

Vector-Quantized Discrete Latent Factors Meet Financial Priors: Dynamic Cross-Sectional Stock Ranking Prediction for Portfolio Construction

ResearchDGX agent

arXiv:2605.13407v1 Announce Type: new Abstract: Predicting cross-sectional stock returns is challenging due to low signal-to-noise ratios and evolving market regimes. Classical factor models offer int

VectorSmuggle: Steganographic Exfiltration in Embedding Stores and a Cryptographic Provenance Defense

Model ReleasesDGX agent

arXiv:2605.13764v1 Announce Type: cross Abstract: Modern retrieval-augmented generation (RAG) systems convert sensitive content into high-dimensional embeddings and store them in vector databases that

VERA-MH Concept Paper

Model ReleasesDGX agent

arXiv:2510.15297v4 Announce Type: replace-cross Abstract: We introduce VERA-MH (Validation of Ethical and Responsible AI in Mental Health), an automated evaluation of the safety of AI chatbots used in

VERA-MH: Validation of Ethical and Responsible AI in Mental Health

SafetyDGX agent

arXiv:2605.13318v1 Announce Type: new Abstract: Chatbot usage has increased, including in fields for which they were never developed for--notably mental health support. To that end, we introduce Valid

VideoSEAL: Mitigating Evidence Misalignment in Agentic Long Video Understanding by Decoupling Answer Authority

SafetyDGX agent

arXiv:2605.12571v1 Announce Type: cross Abstract: Long video question answering requires locating sparse, time-scattered visual evidence within highly redundant content. Although current MLLMs perform

ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence

Model ReleasesDGX agent

arXiv:2605.13034v1 Announce Type: new Abstract: Recent deep research systems have improved the ability of large language models to produce long, grounded reports through iterative retrieval and reason

Violin: An open-source video translation skill that breaks language barriers

ToolsDGX agent

Violin is an open-source video translation tool developed by Together AI that automatically translates video content to break down language barriers for viewers. The skill likely leverages AI models t

VIP-COP: Context Optimization for Tabular Foundation Models

ResearchDGX agent

arXiv:2605.12904v1 Announce Type: new Abstract: Tabular foundation models (TFMs) have emerged as a powerful paradigm for in-context learning on structured data, enabling direct prediction on new tabul

VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning

TutorialsDGX agent

arXiv:2504.11944v3 Announce Type: replace-cross Abstract: Offline reinforcement learning (RL) learns effective policies from pre-collected datasets, offering a practical solution for applications wher

Visual Accommodation: Rethinking Image Scale as a Learnable Variable for Object Detection

TutorialsDGX agent

arXiv:2412.06341v2 Announce Type: replace-cross Abstract: We propose Ciliary-DETR (previous name: Elastic-DETR), a framework for test-time resolution adjustment analogous to biological accommodation.

Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty?

Model ReleasesDGX agent

arXiv:2605.12684v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) are now routinely deployed for visual understanding, generation, and curation. A substantial fraction of thes

ViTacFormer: Learning Cross-Modal Representation for Visuo-Tactile Dexterous Manipulation

ApplicationsDGX agent

arXiv:2506.15953v2 Announce Type: replace Abstract: Dexterous manipulation is a cornerstone capability for robotic systems aiming to interact with the physical world in a human-like manner. Although v

Vividh-ASR: A Complexity-Tiered Benchmark and Optimization Dynamics for Robust Indic Speech Recognition

Model ReleasesDGX agent

arXiv:2605.13087v1 Announce Type: cross Abstract: Fine-tuning multilingual ASR models like Whisper for low-resource languages often improves read speech but degrades spontaneous audio performance, a p

VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence

ResearchDGX agent

arXiv:2605.13798v1 Announce Type: new Abstract: Cross-modal 3D medical image analysis requires voxelwise representations that remain anatomically consistent across imaging contrasts, scanners, and acq

wading through bots and LLM-written replies here is getting more tedious by the day. retweet if you agree.

SafetyDGX agent

Gary Marcus expresses frustration about the increasing prevalence of bot-generated and LLM-written responses on social media platforms, noting that filtering through such content has become increasing

@waitbutwhy Anyhow, not sure what to do with that knowledge because there is no easy suggestion to help people adapt to super-exponential ab…

ApplicationsDGX agent

Ethan Mollick discusses the challenges of helping people adapt to super-exponential technological change, referencing a Wait But Why analysis and acknowledging the difficulty of providing practical so

WARDEN: Endangered Indigenous Language Transcription and Translation with 6 Hours of Training Data

ResearchDGX agent

arXiv:2605.13846v1 Announce Type: cross Abstract: This paper introduces WARDEN, an early language model system capable of transcribing and translating Wardaman, an endangered Australian indigenous lan

Watermarking Should Be Treated as a Monitoring Primitive

SafetyDGX agent

arXiv:2605.13095v1 Announce Type: cross Abstract: Watermarking is widely proposed for provenance, attribution, and safety monitoring in generative models, yet is typically evaluated only under adversa

WD-FQDet: Multispectral Detection Transformer via Wavelet Decomposition and Frequency-aware Query Learning

SafetyDGX agent

arXiv:2605.13621v1 Announce Type: new Abstract: Infrared-visible object detection improves detection performance by combining complementary features from multispectral images. Existing backbone-specif

We are excited to be partnering with @LangChain for deploying self-improving agents. Continual learning in your production environment unloc…

ApplicationsDGX agent

We are excited to be partnering with @LangChain for deploying self-improving agents. Continual learning in your production environment unlocks compounding capability gains for model-product optimizati

“we are working harder to manage our tools than we are to solve the actual problems they were meant to fix.”

SafetyDGX agent

“we are working harder to manage our tools than we are to solve the actual problems they were meant to fix.” Harvard Business Review research reveals that excessive interaction with AI is causing a sp

Weakly Supervised Segmentation as Semantic-Based Regularization

ResearchDGX agent

arXiv:2605.13674v1 Announce Type: cross Abstract: Weakly supervised semantic segmentation (WSSS) trains dense pixel-level segmentation models from partial or coarse annotations such as bounding boxes,

Weakly-Supervised Spatiotemporal Anomaly Detection

ResearchDGX agent

arXiv:2605.13746v1 Announce Type: cross Abstract: In this paper, we explore a weakly supervised method for anomaly detection. Since annotating videos is time-consuming, we only look at weak video-leve

🔴 We're LIVE from the SaaStr floor, Day 3! 🎙️🚀 Closing day. Joined this morning by: • Kathy Shin (Replit Support) • Jacob Eisner (Replit …

ToolsDGX agent

🔴 We're LIVE from the SaaStr floor, Day 3! 🎙️🚀 Closing day. Joined this morning by: • Kathy Shin (Replit Support) • Jacob Eisner (Replit Field Engineering) • Samuel Spitz (Replit AI Products) Get in h

What Do You Think I Think? Accounting for Human Beliefs Using Second-Order Theory of Mind

AgentsDGX agent

arXiv:2605.12745v1 Announce Type: cross Abstract: Discrepancies between an agent's actual knowledge and what a person thinks the agent knows can hinder interactions. If an agent could detect such disc

What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs

ResearchDGX agent

arXiv:2605.12549v1 Announce Type: new Abstract: Existing training-free approaches for GUI grounding often rely on multiple inference runs, such as iterative cropping or candidate aggregation, to ident

What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition

ResearchDGX agent

arXiv:2605.13032v1 Announce Type: new Abstract: Graph neural networks are widely used for node classification, but they remain vulnerable to out-of-distribution (OOD) shifts in node features and graph

What is Learnable in Valiant's Theory of the Learnable?

ResearchDGX agent

arXiv:2605.13840v1 Announce Type: cross Abstract: Valiant's 1984 paper is widely credited with introducing the PAC learning model, but it, in fact, introduced a different model: unlike PAC learning, t

What Limits Vision-and-Language Navigation ?

AgentsDGX agent

arXiv:2605.13328v1 Announce Type: cross Abstract: Vision-and-Language Navigation (VLN) is a cornerstone of embodied intelligence. However, current agents often suffer from significant performance degr

What properties of reasoning supervision are associated with improved downstream model quality?

SafetyDGX agent

arXiv:2605.13290v1 Announce Type: new Abstract: Validating training data for reasoning models typically requires expensive trial-and-error fine-tuning cycles. In this work, we investigate whether the

What to Ignore, What to React: Visually Robust RL Fine-Tuning of VLA Models

SafetyDGX agent

arXiv:2605.13105v1 Announce Type: new Abstract: Reinforcement learning (RL) fine-tuning has shown promise for Vision-Language-Action (VLA) models in robotic manipulation, but deployment-time visual sh

What’s the best model to use with RAG to create a locally hosted survival and off grid LLm?

Local AiDGX agent

This discussion explores which language models work best when combined with RAG (Retrieval-Augmented Generation) for building a locally hosted LLM focused on survival and off-grid living topics. The t

When Absolute State Fails: Evaluating Proprioceptive Encodings for Robust Manipulation

ApplicationsDGX agent

arXiv:2605.13067v1 Announce Type: cross Abstract: As end-to-end robotic policies are progressively deployed in the real world to solve real tasks, they face a gap between the training and inference co

When and Why is Optimistic Multiplicative Weights Slow? The Geometry of Energy Dissipation

ResearchDGX agent

arXiv:2605.13242v1 Announce Type: cross Abstract: This paper studies the convergence of the Optimistic Multiplicative Weights Update algorithm (OMWU) in two player zero-sum games. Recent works have id

When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction

Model ReleasesDGX agent

arXiv:2605.12922v1 Announce Type: new Abstract: Large language models can follow complex instructions in a single turn, yet over long multi-turn interactions they often lose the thread of instructions

When Backdoors Meet Partial Observability: Attacking Real-World Reinforcement Learning

SafetyDGX agent

arXiv:2601.14104v2 Announce Type: replace-cross Abstract: Backdoor attacks can cause reinforcement learning (RL) policies to behave normally under clean inputs while executing malicious behaviors when

When Diffusion Breaks Constraints: Sequential Autoregressive Generation with RL and MCTS

ResearchDGX agent

arXiv:2512.01242v3 Announce Type: replace-cross Abstract: Data-driven generative models excel in language and vision, but diffusion models often fail in constrained planning and design tasks, exhibiti

When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling

Model ReleasesDGX agent

arXiv:2605.13172v1 Announce Type: cross Abstract: Recent advances in agent and multi-agent systems have shown strong performance on tool use, reasoning, and collaborative tasks. However, existing benc

When is Warmstarting Effective for Scaling Language Models?

Model ReleasesDGX agent

arXiv:2605.13405v1 Announce Type: new Abstract: Model growth from a given checkpoint aims to accelerate training of a larger model, offering potential resource savings. Despite recent interest, warmst

When Should an AI Workflow Release? Always-Valid Inference for Black-Box Generate-Verify Systems

AgentsDGX agent

arXiv:2605.12947v1 Announce Type: cross Abstract: LLM-enabled AI workflows increasingly produce outputs through iterative generate-evaluate-revise loops. Each iteration can improve the candidate, but

When to Act, Ask, or Learn: Uncertainty-Aware Policy Steering

SafetyDGX agent

arXiv:2602.22474v2 Announce Type: replace-cross Abstract: Policy steering is an emerging way to adapt robot behaviors at deployment-time: a learned verifier analyzes low-level action samples proposed

When to Think Fast and Slow? AMOR: Adaptive Entropy Gate for Hybrid Models

ResearchDGX agent

arXiv:2602.13215v2 Announce Type: replace Abstract: Recurrent-attention hybrids aim to combine the efficiency of recurrence with the expressivity of attention, but existing approaches typically apply

When to Transfer: Adaptive Source Selection for Positive Transfer in Linear Models

TutorialsDGX agent

arXiv:2510.16986v2 Announce Type: replace-cross Abstract: In many business settings, task-specific labeled data are scarce or costly to obtain, limiting supervised learning on a target task. A classic

When to Trust Confidence Thresholding: Calibration Diagnostics for Pseudo-Labelled Regression

SafetyDGX agent

arXiv:2605.12780v1 Announce Type: cross Abstract: Calibrated probability outputs of trained classifiers are increasingly used as inputs to downstream regression estimands such as effects, prevalences,

Where Does Reasoning Break? Step-Level Hallucination Detection via Hidden-State Transport Geometry

Local AiDGX agent

arXiv:2605.13772v1 Announce Type: cross Abstract: Large language models hallucinate during multi-step reasoning, but most existing detectors operate at the trace level: they assign one confidence scor

which was your favorite launch? SmithDB (database purpose built for agent trace data): https://www.langchain.com/blog/introducing-smithdb La…

AgentsDGX agent

which was your favorite launch? SmithDB (database purpose built for agent trace data): https://www.langchain.com/blog/introducing-smithdb LangSmith Engine (agent for improving your agents based on tra

“Whimsey attacks” that seem absurd (“I cannot pay that much because of the Geneva Convention”) work against AI agents as guardrails are weak…

ApplicationsDGX agent

“Whimsey attacks” that seem absurd (“I cannot pay that much because of the Geneva Convention”) work against AI agents as guardrails are weak against out-of-distribution arguments. Smaller models fall

Why is 'Chicago' Predictive of Deceptive Reviews? Using LLMs to Discover Language Phenomena from Lexical Cues

TutorialsDGX agent

arXiv:2511.13658v2 Announce Type: replace-cross Abstract: Deceptive reviews mislead consumers, harm businesses, and undermine trust in online marketplaces. Machine learning classifiers can learn from

Why the Unfinished Keeps Returning: Canxianization and the Dynamics of Conscious Priority

ResearchDGX agent

arXiv:2605.12543v1 Announce Type: cross Abstract: Some conscious contents disappear after access; others return repeatedly, long after their triggering conditions have ceased. We propose Canxianizatio

WildPose: A Unified Framework for Robust Pose Estimation in the Wild

ResearchDGX agent

arXiv:2605.12774v1 Announce Type: new Abstract: Estimating camera pose in dynamic environments is a critical challenge, as most visual SLAM and SfM methods assume static scenes. While recent dynamic-a

Will be giving a talk titled “You should do RL for long-running agents (and use RLMs)” at 4pm on Sat at AI Engineer Singapore. Excited to se…

ToolsDGX agent

Swyx is giving a talk at AI Engineer Singapore on Saturday at 4pm about using reinforcement learning for long-running agents and reinforcement learning models (RLMs), exploring why this approach shoul

With every department under pressure to adopt AI, the infrastructure layer is being put to the test

AgentsDGX agent

As AI adoption accelerates, organizations are shifting their focus from experimentation to large-scale deployment. The challenge now is building secure and scalable systems that can support AI agents,

Wordle 1,789 5/6 ⬛⬛⬛⬛⬛ ⬛⬛⬛⬛🟨 ⬛🟩⬛⬛⬛ ⬛🟩⬛🟩🟩 🟩🟩🟩🟩🟩

Model ReleasesDGX agent

This is a Wordle game result shared by Anthropic on X, showing the solution was found on the 5th attempt out of 6 possible guesses. The emoji grid indicates the letter placement feedback from each gue

Work with Codex from anywhere

Model ReleasesDGX agent

This OpenAI resource explains how to access and use Codex, their code-generation AI model, from various platforms and environments rather than being limited to a single interface. It likely covers int

WriteSAE: Sparse Autoencoders for Recurrent State

ResearchDGX agent

arXiv:2605.12770v1 Announce Type: cross Abstract: We introduce WriteSAE, the first sparse autoencoder that decomposes and edits the matrix cache write of state-space and hybrid recurrent language mode

X-Restormer++: 1st Place Solution for the UG2+ CVPR 2026 All-Weather Restoration Challenge

ResearchDGX agent

arXiv:2605.13258v1 Announce Type: cross Abstract: In this work, we present our winning solution for the 8th UG2+ Challenge (CVPR 2026) Track 1: Image Restoration under All-weather Conditions. Our meth

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