CompanyAnthropic3 recent entries11 May 2026Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference OptimizationarXiv:2605.07172v1 Announce Type: new Abstract: Alignment of large language models (LLMs) via SFT and RLHF/DPO typically ignores the global geometry of the representation space, relying instead on loc→23 May 2026A Mechanistic Explanatory Strategy for XAIarXiv:2411.01332v5 Announce Type: replace Abstract: Despite significant advancements in XAI, scholars note a persistent lack of solid conceptual foundations and integration with broader scientific dis
CompanyOpenAI8 recent entries1 May 2026Policy-Governed LLM Routing with Intent Matching for Instrument LaboratoriesarXiv:2604.26955v1 Announce Type: cross Abstract: AI tutoring systems in engineering labs face a tension between providing sufficient assistance and preserving learning opportunities. Existing systems→23 May 2026A Mechanistic Explanatory Strategy for XAIarXiv:2411.01332v5 Announce Type: replace Abstract: Despite significant advancements in XAI, scholars note a persistent lack of solid conceptual foundations and integration with broader scientific dis→25 Jun 2026Automatic Generation of Highlights for Academic Paper Via Prompt-based LearningarXiv:2606.25253v1 Announce Type: new Abstract: Highlights provide a concise summary of the main contributions of an academic paper and help readers quickly understand its focus. However, many journal→3 Aug 2026Mitigating Class-Tail Undercoverage in Medical Vision-Language Models under Clinical ShiftarXiv:2607.28696v1 Announce Type: cross Abstract: Medical vision-language models (VLMs) can retain high observed marginal coverage after clinical shift while substantially under-covering an individual→5 Aug 2026SAT-Edge-Agent: Hardware-in-the-Loop Edge-Agent Orchestration for Onboard Satellite IntelligencearXiv:2608.03728v1 Announce Type: new Abstract: Onboard satellite intelligence requires a task layer that translates mission intent into local tool calls, exposes execution state, and returns machine-→11 Aug 2026Weather- and Location-Aware Agentic Dining Recommendation: Leveraging LLM World Knowledge for Region-Sensitive Contextual ReasoningarXiv:2608.07593v1 Announce Type: cross Abstract: Context-aware recommender systems have long recognized that factors such as location, time, and weather shape where and what people choose to eat. Exi→11 Aug 2026Multi-modal Interactive Control of Robotic Arm based on Offline Large Language ModelsarXiv:2608.08183v1 Announce Type: new Abstract: Large Language Models (LLMs) have significantly revolutionized the modern society with numerous advanced interactions between humans and AI agents, wher→11 Aug 2026AquiLLM: An Architecture for Supporting Tacit Knowledge Capture in Research GroupsarXiv:2608.08883v1 Announce Type: new Abstract: Recent advances in retrieval-augmented generation (RAG) and large language models (LLMs) enable researchers to integrate AI into scientific workflows. H
CompanyGoogle1 recent entries23 Jul 2026Koopman Dreamer: Spectrally Constrained Latent Dynamics for Stable World-Model ImaginationarXiv:2607.19719v1 Announce Type: new Abstract: Latent world models improve sample efficiency in continuous control by optimizing policies over imagined latent trajectories, but common neural transiti
CompanyMeta8 recent entries29 Jul 2026A Control System, a Dataset, and a Recipe for Making Frozen LLM Agents Learn a DomainarXiv:2607.25415v1 Announce Type: new Abstract: Production LLM agents are increasingly assembled from a frozen model wrapped in a harness: a prompt template, a tool set, a memory/retrieval layer, a pl→30 Jul 2026Conformal Changepoint Localization and Root Cause Analysis with Corrupted ObservationsarXiv:2607.26481v1 Announce Type: new Abstract: Detecting when the statistical behavior of an engineered system changes, and identifying which component is responsible, are core problems in the monito→3 Aug 2026Multimodal Reinforcement Learning with Adaptive Verifier for AI AgentsarXiv:2512.03438v3 Announce Type: replace Abstract: Agentic reasoning models trained with multimodal reinforcement learning (MMRL) have become increasingly capable, yet they are almost universally opt→3 Aug 2026MOT-SR: Multi-Objective Tool-Augmented Scientific Equation Discovery with Large Language ModelsarXiv:2607.29561v1 Announce Type: cross Abstract: Symbolic Regression (SR) aims to discover analytical equations from observational data and plays a central role in scientific modeling. While recent L→3 Aug 2026Best Friends, Not Forever: Evaluating Long-Horizon Persona Collapse and Behavioral Drift in AI CompanionsarXiv:2607.28818v1 Announce Type: new Abstract: As AI companions increasingly mediate repeated social interaction, users may rely on a stable role and shared history, yet locally acceptable replies do→11 Aug 2026Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) BrachytherapyarXiv:2608.08163v1 Announce Type: new Abstract: The convergence of the Metaverse and Large Language Model (LLM)-based AI agent is catalyzing a shift toward autonomous, immersive, and personalized peda→12 Aug 2026VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video ForensicsarXiv:2608.11201v1 Announce Type: new Abstract: Recent advances in video generation models have significantly improved the realism of synthetic videos, blurring the boundary between generated and auth→12 Aug 2026Quantum Coordination Advantages in AI State-Tracking Tasks: Semantic Compilation and Latent MemoryarXiv:2608.11066v1 Announce Type: cross Abstract: We prove inference-time quantum coordination advantages for specified AI state-tracking tasks. A solver compresses semantic history into a future-acce
CompanyxAI8 recent entries16 Jul 2026Federated Explainable Artificial Intelligence: Roles, Architectures, Evaluation, and Open ChallengesarXiv:2607.13045v1 Announce Type: cross Abstract: Federated Learning (FL) has emerged as a key paradigm for privacy-preserving collaborative model training across distributed and heterogeneous data so→16 Jul 2026Anatomically Faithful but Temporally Blind: Auditing Attribution for Left-Ventricular Ejection-Fraction Estimation from EchocardiographyarXiv:2607.13738v1 Announce Type: cross Abstract: Background and Objective: Deep video models estimate left-ventricular ejection fraction (EF) from echocardiography with near-expert accuracy, and post→24 Jul 2026Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease ClassificationarXiv:2607.21068v1 Announce Type: cross Abstract: Automated detection of vision impairing retina-based ocular conditions from fundus images is important for early screening, timely referral and reduci→28 Jul 2026Context-Aware Concept Distillation for Trustworthy Flood PredictionarXiv:2607.23237v1 Announce Type: cross Abstract: Effective flood risk management relies on accurate forecasting, yet the 'black box' nature of stateof-the-art Deep Learning models creates a barrier t→28 Jul 2026Beyond Local Inspection: Global, Guideline-Grounded Evaluation of Post-hoc XAI Methods for ECG ClassificationarXiv:2607.24035v1 Announce Type: cross Abstract: Explainable AI (XAI) is used to assess whether artificial intelligence models rely on meaningful patterns, yet explanations that appear plausible for →29 Jul 2026TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque ModelsarXiv:2507.10643v4 Announce Type: replace-cross Abstract: Post-hoc model-agnostic local attribution (LA) methods have been widely adopted to explain opaque AI models by quantifying feature-wise contri→4 Aug 2026Paris as a 15-Minute City: An Explainable AI PerspectivearXiv:2608.00815v1 Announce Type: new Abstract: The 15-minute city promotes access to everyday services within a short walk or bicycle ride, but its relationship with observed mobility remains difficu→10 Aug 2026Human-Centered Explainable AI for TinyML Edge Devices: A Pareto-Based Selection Framework with LLM-Guided DesignarXiv:2608.07091v1 Announce Type: cross Abstract: Edge Artificial Intelligence (Edge AI) enables the deployment of AI models directly on local edge devices, while such deployments are subject to stric
CompanyNVIDIA8 recent entries23 Jul 2026ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPUarXiv:2607.19191v1 Announce Type: new Abstract: We present ABot-World-0, an action-conditioned video world model for real-time, long-horizon closed-loop interaction, supported by a multi-source data i→28 Jul 2026LCMamNet: A Lightweight Cross-scale Mamba Network for Infrared Small Target DetectionarXiv:2607.24184v1 Announce Type: new Abstract: Infrared small target detection (IRSTD) is important for low-altitude perception, unmanned-system warning, and security monitoring. However, weak target→28 Jul 2026Gleam: Adaptive Network-Efficient CUDA API Remoting for Cross-Device GPU Sharing over LANsarXiv:2607.23115v1 Announce Type: cross Abstract: This paper aims to enable computation- and communication-efficient GPU sharing across devices within local area networks (LANs), facilitating ubiquito→29 Jul 2026ProcAgent: An Agentic Framework for Procedural Task Guidance on Edge with Human-in-the-LooparXiv:2607.24770v1 Announce Type: new Abstract: Procedural tasks such as furniture assembly and home repair impose substantial cognitive demands because users must interpret instructions, track task p→4 Aug 2026VespaSeg: A Resource-Aware Ground-then-Segment Pipeline for Referring Expression SegmentationarXiv:2608.01077v1 Announce Type: new Abstract: Referring expression segmentation requires language conditioned localization and pixel-accurate masks, but monolithic models can be costly to deploy. We→4 Aug 2026Open-DiffLoco: Open-Source Differentiable Learning for Deployable Blind Quadruped LocomotionarXiv:2608.02069v1 Announce Type: cross Abstract: Developing deployable locomotion policies through conventional reinforcement learning often requires complex reward engineering and expensive training→7 Aug 2026Unified Planning-Learning Framework for Robust UUV Navigation Under Partial ObservabilityarXiv:2608.05365v1 Announce Type: new Abstract: This paper presents an observation-only autonomy framework for Unmanned Underwater Vehicles (UUVs) navigation in dynamic underwater environments that in→10 Aug 2026Dual-Node NVIDIA DGX Spark over Tailscale: A Remote-Access Testbed for Distributed LLM Training and Cyber-Threat-Intelligence Fine-TuningarXiv:2608.07226v1 Announce Type: cross Abstract: Compact AI systems make local language-model experimentation increasingly accessible, yet practical evidence for multi-node training on desktop-class