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CompanyAnthropic8 recent entries
7 Oct 2026PlotPick: AI-powered batch extraction of numerical data from scientific figures

arXiv:2605.06021v2 Announce Type: replace Abstract: Systematic reviews and meta-analyses often need numerical data reported only in figures, and extracting them with interactive digitisers usually req

→7 Oct 2026MiniScope: Authorizing Agents with Least-Privilege Permissions

arXiv:2512.11147v2 Announce Type: replace-cross Abstract: AI agents are increasingly granted autonomous access to sensitive user data and third-party services, making effective permission management a

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    HumanDGX agent

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    7 Oct 2026MemMux: Runtime Verification and Honest Resource Attribution for Fleets of Parallel Coding Agents

    arXiv:2610.07257v1 Announce Type: new Abstract: Developers increasingly run a fleet of coding agents side by side on one workstation. The tools they reach for, terminal multiplexers like tmux and a ne

    →8 Oct 2026A Positive Case for Faithfulness: LLM Self-Explanations Help Predict Model Behavior

    arXiv:2602.02639v2 Announce Type: replace-cross Abstract: LLM self-explanations are often presented as a promising tool for AI oversight, yet their faithfulness to the model's true reasoning process i

    →9 Oct 2026When Interfaces Speak: Data-Aware Generative UI Harness for Active Interaction

    arXiv:2610.11123v1 Announce Type: new Abstract: Most human-agent interaction today remains text-based. Natural language can impose cognitive overload, ambiguity, information chaos, and slow input for

    →9 Oct 2026StoreBench: A Live-Commerce Environment for Evaluating and Training Autonomous Operator Agents

    arXiv:2610.10942v1 Announce Type: new Abstract: Reinforcement learning environments are now a primary lever for improving large language model (LLM) capabilities in post-training, yet most agentic ben

    →9 Oct 2026Cross-Provider Review as a Runtime Contract for Coding Agents: A Controlled Pilot and Fault-Injection Study

    arXiv:2610.10961v1 Announce Type: cross Abstract: Coding agents increasingly share a workstation while drawing on separate providers and subscription allowances. A second agent can inspect a completed

    →12 Oct 2026Masked Diffusion Language Agents for Tool-Integrated Chemical Reasoning

    arXiv:2610.13330v1 Announce Type: new Abstract: Designing tool-integrated reasoning agent systems for complex chemical tasks remains a fundamental challenge. Although recent chemical agents have demon

    CompanyOpenAI8 recent entries
    1 Oct 2026Evaluating Whether GPT-6 Astra Performs Unsanctioned Supply-Chain Attacks

    arXiv:2609.38415v1 Announce Type: cross Abstract: This technical report presents an alignment evaluation developed and performed by the UK AI Security Institute for assessing whether advanced AI syste

    →1 Oct 2026AIfred: Augmented Learning through Functional Robotic Embodiment at the Desk

    arXiv:2609.38737v1 Announce Type: new Abstract: Desk-based learning and creative activities benefit from handwritten engagement. However, current generative AI tools deliver guidance through a separat

    →2 Oct 2026Mean field games as a tool for AI safety: a worked example from the July 2026 Hugging Face incident

    arXiv:2610.00902v1 Announce Type: cross Abstract: One way to make AI systems safe is to shape what the system is: its objective and dispositions. We take a complementary route: treat the agents' chara

    →5 Oct 2026Mitigating Private Data Leakage in LLMs with Whiteout

    arXiv:2610.02418v1 Announce Type: cross Abstract: Modern large language models (LLMs) are trained on massive, largely unfiltered datasets, including content scraped from nearly every accessible websit

    →5 Oct 2026Automating the Application of HCI Principles: Skills for On-Demand UI Construction, the Human-AI Space to Think, and the Future of HCI

    arXiv:2610.02369v1 Announce Type: cross Abstract: Human-computer interaction (HCI) is in the middle of a transition: large language models can now generate functional user interfaces (UIs) on demand f

    →7 Oct 2026Rethinking Visual Provenance: Detection and Watermarking Across Direct Visual Generation and LLM-Driven Code Rendering

    arXiv:2610.08137v1 Announce Type: cross Abstract: AI systems create images and videos with image/video generation models or by writing code and graphics descriptions that are then rendered. These rout

    →7 Oct 2026MiniScope: Authorizing Agents with Least-Privilege Permissions

    arXiv:2512.11147v2 Announce Type: replace-cross Abstract: AI agents are increasingly granted autonomous access to sensitive user data and third-party services, making effective permission management a

    →7 Oct 2026CCDF: A Benchmark Dataset for Deepfake Detection in Real-World Surveillance Footage

    arXiv:2610.07939v1 Announce Type: new Abstract: Due to rapid advances in Generative AI, commercial video generation tools can be used to produce fabricated surveillance footage that can fool both huma

    CompanyGoogle8 recent entries
    2 Oct 2026VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks

    arXiv:2610.00972v1 Announce Type: new Abstract: As LLM agents undertake increasingly complex, long-horizon tasks, verifying their outputs becomes increasingly challenging. We study how verification ca

    →2 Oct 2026Scientific Agents: Evaluating Profession-Specific System Prompts on Scientific Tasks

    arXiv:2610.00084v1 Announce Type: new Abstract: Detailed profession-specific system prompts raise token use and estimated cost per response without a consistent accuracy gain. We evaluate Scientific A

    →2 Oct 2026REVEAL: Robust Evolution of Vision-Language Models for Explainable AI-Video Detection

    arXiv:2502.14994v2 Announce Type: replace Abstract: The rapid advancement of AI-generated video poses challenges to digital authenticity and security. Current detection methods, often trained on speci

    →5 Oct 2026Reasoning Models Are Accurate but Unsound on Identification

    arXiv:2610.03519v1 Announce Type: new Abstract: A reasoning model asked whether a causal effect is recoverable from observational data can fail in two ways: it refuses an identifiable query or answers

    →5 Oct 2026Dissecting model behavior through agent trajectories

    arXiv:2606.17454v3 Announce Type: replace Abstract: AI agent performance is not just a modeling problem, it is fundamentally a systems problem. The advanced capabilities of models are realized through

    →6 Oct 2026Dynamic Harness Search: Building Multi-Agent Systems Per-Query via Prediction

    arXiv:2610.04137v1 Announce Type: new Abstract: Agent harnesses specify the roles, instructions, tools, and communication structure used to solve a task, and the right harness depends on the query. Be

    →8 Oct 2026A Positive Case for Faithfulness: LLM Self-Explanations Help Predict Model Behavior

    arXiv:2602.02639v2 Announce Type: replace-cross Abstract: LLM self-explanations are often presented as a promising tool for AI oversight, yet their faithfulness to the model's true reasoning process i

    →12 Oct 2026APEX-Harm: Evaluating Agent Safety in Shared Professional Workspaces

    arXiv:2610.13623v1 Announce Type: cross Abstract: Professional agents increasingly work through command-line interfaces and multiple tools over shared workspaces containing files, messages, and busine

    CompanyMeta8 recent entries
    7 Oct 2026PlotPick: AI-powered batch extraction of numerical data from scientific figures

    arXiv:2605.06021v2 Announce Type: replace Abstract: Systematic reviews and meta-analyses often need numerical data reported only in figures, and extracting them with interactive digitisers usually req

    →7 Oct 2026Novice Reliance Calibration in AI-Assisted Decision Making: The Role of Explanations and Self-Assessment

    arXiv:2610.07800v1 Announce Type: cross Abstract: Artificial Intelligence (AI) tools are widely used to support decision making in tasks and domains where no immediate performance feedback is availabl

    →8 Oct 2026Nobody Truly Agrees on Sentiment: Humans, Bespoke Tools, and LLMs Struggle with Social Media Texts

    arXiv:2610.10318v1 Announce Type: new Abstract: Social media is a rich source of real-time public sentiment, but widely used sentiment analysis tools are often applied without understanding their limi

    →9 Oct 2026When Interfaces Speak: Data-Aware Generative UI Harness for Active Interaction

    arXiv:2610.11123v1 Announce Type: new Abstract: Most human-agent interaction today remains text-based. Natural language can impose cognitive overload, ambiguity, information chaos, and slow input for

    →9 Oct 2026NOMOS: Compiling Written Policies into Statically Verified Tool-Call Gates for LLM Agents

    arXiv:2610.11030v1 Announce Type: cross Abstract: Tool-using LLM agents violate the policies they are deployed to enforce, often silently. Prior defenses hand-write rules, query an LLM verifier per ac

    →12 Oct 2026Weight Clustering Reveals the Importance of Relative Rank in Large Language Models

    arXiv:2603.17917v2 Announce Type: replace-cross Abstract: Large language models (LLMs) contain billions of parameters, but many exact weight values are not essential. We apply scalar K-means clusterin

    →12 Oct 2026LLMail-Inject: A Dataset from a Realistic Adaptive Prompt Injection Challenge

    arXiv:2506.09956v2 Announce Type: replace-cross Abstract: Indirect prompt injection attacks exploit a fundamental weakness of LLMs: executing unauthorized tasks from untrusted sources. Despite the pra

    →12 Oct 2026Hyper Algorithm Design Agent: Evolving Learnable Optimizer from Zero

    arXiv:2609.35328v2 Announce Type: replace Abstract: Meta-Black-Box Optimization (MetaBBO) is one of the highlights in the recent AI for Optimization trend. This paradigm's bi-level workflow leverages

    CompanyMistral8 recent entries
    14 Sept 2026Automated Detection and Structuring of Social Tipping Point Evidence in Climate related Documents: A Modular AI Framework

    arXiv:2609.12254v1 Announce Type: new Abstract: The climate literature has grown faster than review teams can read it. That gap matters most for a concept like the environmental social tipping point,

    →15 Sept 2026SDUs DAISY: A Benchmark for Danish Culture

    arXiv:2601.19930v2 Announce Type: replace-cross Abstract: We introduce Daisy, a factual knowledge benchmark for Danish cultural heritage, based on curated topics from the Danish Culture Canon 2006. Fo

    →15 Sept 2026Issue Bias in Generative AI Writing Assistance: Political Issues and LLMs in the Swedish 2026 Election

    arXiv:2609.15207v1 Announce Type: new Abstract: Generative AI writing assistants and the Large Language Models (LLMs) that power them are increasingly part of how voters gather information before elec

    →24 Sept 2026Can One Adapted Model Do It All? Fine-Tuning Strategy Selection for Customer Support LLMs

    arXiv:2609.27262v1 Announce Type: new Abstract: Production customer-support systems often require LLMs to support multiple skills, such as intent classification, question answering, summarization, or

    →25 Sept 2026Persistent Billable State: Denial-of-Wallet Attacks and Defenses in Tool-Calling LLM Agents

    arXiv:2609.28585v1 Announce Type: cross Abstract: Multi-step tool-calling LLM agents rely on host runtimes to preserve state across turns. When a runtime carries an external tool return into later mod

    →29 Sept 2026NetInjectBench: Benchmarking Indirect Prompt Injection in Tool-Using Large Language Model Agents for Network Operations

    arXiv:2607.10490v2 Announce Type: replace-cross Abstract: Tool-using large language model (LLM) agents are attractive for network operations, but tickets, alerts, logs, runbooks, and ChatOps messages

    →8 Oct 2026How Do Agentic LLMs Decide to Call Tools? A Tool-Call Vector Shaped by Suppression

    arXiv:2610.09624v1 Announce Type: cross Abstract: Tool calling, invoking external tools on demand, is central to agentic LLMs, yet the mechanism that decides whether a model calls a tool or responds d

    →9 Oct 2026Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL

    arXiv:2607.16204v2 Announce Type: replace Abstract: Recent growth in reinforcement learning (RL) has surfaced a need for diverse, specialized training environments. Hand-curated environments with fixe

    CompanyxAI8 recent entries
    1 Oct 2026VAmoS Part Deux: Harder, More Realistic Voice-Agent Simulation

    arXiv:2609.38512v1 Announce Type: new Abstract: Voice agents in production must handle several requests, background speech, and customers who lose patience. We introduce VAmoS Energy, a benchmark that

    →1 Oct 2026DrivingBench: Can Vision-Language Models Drive a Toyota Corolla?

    arXiv:2609.38948v1 Announce Type: cross Abstract: Frontier models excel at many digital benchmarks, yet their ability to drive a real car, an everyday human skill, remains largely untested. We present

    →2 Oct 2026WOMBAT: Whitebox Oracle for Molecular Benchmarking and Attribution Testing

    arXiv:2610.00713v1 Announce Type: new Abstract: When a graph neural network (GNN) explainer produces an unexpected attribution on a molecule, the attribution alone cannot reveal whether the explainer

    →2 Oct 2026Legal text classification in Korean sexual offense cases: from traditional machine learning to large language models with XAI insights

    arXiv:2610.00087v1 Announce Type: cross Abstract: The advancement of natural language processing (NLP) has expanded AI-based text classification in the legal domain. However, accurately classifying le

    →5 Oct 2026Dissecting model behavior through agent trajectories

    arXiv:2606.17454v3 Announce Type: replace Abstract: AI agent performance is not just a modeling problem, it is fundamentally a systems problem. The advanced capabilities of models are realized through

    →6 Oct 2026TrustmeWatcher: An Application for Workplace Micro-Sensing and Explainable Well-Being Feedback

    arXiv:2610.06657v1 Announce Type: new Abstract: Workplace sensing studies combine long-running behaviour traces with self-reports, yet the tools that collect those data often sit apart from the interf

    →7 Oct 2026CCDF: A Benchmark Dataset for Deepfake Detection in Real-World Surveillance Footage

    arXiv:2610.07939v1 Announce Type: new Abstract: Due to rapid advances in Generative AI, commercial video generation tools can be used to produce fabricated surveillance footage that can fool both huma

    →12 Oct 2026Faithfulness Without Anchors: A Position Paper on the Structural Misalignments of Explainable AI Faithfulness Metrics for Feature Importance

    arXiv:2610.12493v1 Announce Type: new Abstract: Explainable Artificial Intelligence (XAI) tools have often been presented as methods to increase trust in machine learning models by making aspects of t

    CompanyDeepSeek8 recent entries
    1 Oct 2026Make Code as Policy Great Again: Frontier Agents Write, Call, and Evolve Robot Tools

    arXiv:2609.39018v1 Announce Type: cross Abstract: Frontier models can control robots, but reasoning through every reach, grasp, and retreat makes manipulation slow and token-intensive. We revisit code

    →2 Oct 2026Finding the Right Fit: Model-Harness Interactions across Agent Tasks

    arXiv:2610.00917v1 Announce Type: new Abstract: Choosing an agent system means choosing both a language model and the harness through which it acts. We ask whether a strong model, harness, or pairing

    →5 Oct 2026EvoRiskBench: An Evolving Benchmark for Runtime Security Risks in Workspace Agents

    arXiv:2610.03153v1 Announce Type: cross Abstract: Workspace agents combine large language models with execution harnesses to perform stateful, multi-step tasks that access or modify external resources

    →8 Oct 2026SEER: Self-Enhancing Chain-of-Thought Compression for Reasoning Models

    arXiv:2509.14093v3 Announce Type: replace-cross Abstract: Chain-of-Thought (CoT) prompting can substantially improve the reasoning ability of large language models (LLMs), but it often comes with high

    →9 Oct 2026StoreBench: A Live-Commerce Environment for Evaluating and Training Autonomous Operator Agents

    arXiv:2610.10942v1 Announce Type: new Abstract: Reinforcement learning environments are now a primary lever for improving large language model (LLM) capabilities in post-training, yet most agentic ben

    →9 Oct 2026FlowState: Execution State as Memory for Long-Horizon LLM Agents

    arXiv:2609.34565v2 Announce Type: replace Abstract: Long-horizon tasks require LLM agents to continually draw on information from earlier interactions. However, retaining the full history increases co

    →9 Oct 2026A Closer Look at Agentic BBO: Benchmarking LLM Agents for Black-Box Optimization

    arXiv:2610.12183v1 Announce Type: cross Abstract: Black-box optimization (BBO) arises in many scientific and engineering problems where objective evaluations are expensive and limited. Recent large la

    →12 Oct 2026Locate, Judge, Read: Role-Specialized Tool Agents over a Knowledge-Point Index for Open-Domain Multimodal Document QA

    arXiv:2610.13128v1 Announce Type: new Abstract: Question answering over large heterogeneous document collections requires first finding the right passages and then reading them, yet current retrieval-

    CompanyNVIDIA8 recent entries
    3 Sept 2026GRADSOLVE: fast exact gradients for ODE ensembles on GPUs

    arXiv:2609.02876v1 Announce Type: cross Abstract: Ordinary differential equations (ODEs) underlie models in science and engineering, and many applications need derivatives of their solutions with resp

    →12 Sept 2026An Open Recipe for IMO Gold: Training Nemotron for Olympiad Mathematics

    arXiv:2609.10712v1 Announce Type: new Abstract: We study how model post-training and test-time inference design affect natural-language proof generation for hard olympiad mathematics. Starting from Ne

    →15 Sept 2026Salesforce Koa: An Enterprise Language Model for Agentic Tool Use

    arXiv:2609.15066v1 Announce Type: cross Abstract: We present Salesforce Koa, an enterprise language model built by post-training the open-weight Nemotron-3-Super-120B foundation model with reinforceme

    →17 Sept 2026Where Should Agents Live? Energy-Memory Characterization of Agentic AI for the Edge-Cloud Continuum

    arXiv:2609.18283v1 Announce Type: new Abstract: As telecommunication networks evolve toward autonomous 5G-Advanced and 6G operations, agentic artificial intelligence (AI) workflows, where large langua

    →22 Sept 2026HumynexSurg-1: A Curated Expert Liposuction Dataset

    arXiv:2609.23885v1 Announce Type: cross Abstract: Robot foundation models learn manipulation from large demonstration corpora, but surgery is missing from those corpora: across the 780-hour Open-H sur

    →1 Oct 2026Onboard Vision and MPC Navigation for Underwater Robots: An Open BlueROV2 Platform for Multi-Robot Experiments & Docking

    arXiv:2609.38511v1 Announce Type: new Abstract: Autonomous underwater robots require robust perception, estimation and control to operate in confined environments. This paper presents an open-source B

    →5 Oct 2026D2K-Bench: Can LLM Agents Turn Expert Designs into Efficient GPU Kernels?

    arXiv:2610.03226v1 Announce Type: cross Abstract: GPU kernels generated by large language model (LLM) agents can remain less efficient than expert implementations, but runtime alone does not reveal ho

    →9 Oct 2026Demonstrating Arena 5.0: A Photorealistic ROS2 Simulation Framework for Developing and Benchmarking Social Navigation

    arXiv:2610.11220v1 Announce Type: new Abstract: Building upon the foundations laid by our previous work, this paper introduces Arena 5.0, the fifth iteration of our framework for robotics social navig