CompanyAnthropic8 recent entries11 May 2026The Single-File Test: A Longitudinal Public-Interface Evaluation of First-Output LLM Web Generation with Social Reach TrackingarXiv:2605.06707v1 Announce Type: cross Abstract: This paper presents an eight-week observational comparison of 68 single-file HTML generations collected across 17 public experiments in the 'HTML AI B→30 Jun 2026Building to the Test: Coding Agents Deliver What You Check, Not What You RequestedarXiv:2606.28430v1 Announce Type: cross Abstract: Benchmarks are widely used to evaluate task completion by Large Language Models (LLMs), but this approach has accumulated construction-validity proble
CompanyOpenAI5 recent entries28 Jul 2026TextRich: A Multi-Domain Benchmark for Detecting AI-Generated Text-Rich Images from GPT-Image-2arXiv:2606.19259v2 Announce Type: replace-cross Abstract: Text-rich images often contain privacy-sensitive, transactional, or decision-relevant information. As recent multimodal image generation model→7 Aug 2026What Current AI Benchmarks Leave Unmeasured: Modality, Search, Citations, and Implications (for Safety Evaluations)arXiv:2608.06202v1 Announce Type: cross Abstract: Large language model (LLM) benchmark evaluations are routinely used to support claims about model safety, reliability, and deployment readiness. Yet m→17 Aug 2026Proxy-Validated LLM UX Micro-Simulations: An Artifact-First Protocol for Early-Stage Decision SupportarXiv:2608.13563v1 Announce Type: cross Abstract: Early-stage teams often lack users, time, and budget to run repeated UX studies, yet still need decision-oriented signals to iterate safely. We study →2 Sept 2026From Tool Use to Technological Agency: LoopCAT as a Local-First, Open-Source Tool for Translation Technology EducationarXiv:2609.00344v1 Announce Type: new Abstract: Translation students need to learn both how to use translation technologies and how to judge the choices those technologies make available. This article→5 Oct 2026Automating the Application of HCI Principles: Skills for On-Demand UI Construction, the Human-AI Space to Think, and the Future of HCIarXiv: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
CompanyGoogle8 recent entries11 Jun 2026How Auxiliary Reasoning Unleashes GUI Grounding in VLMsarXiv:2509.11548v2 Announce Type: replace Abstract: Graphical user interface (GUI) grounding is a fundamental task for building GUI agents. However, general vision-language models (VLMs) struggle with→30 Jun 2026Agent-Computer Observation Interfaces Enable Dynamic Computer UsearXiv:2606.29472v1 Announce Type: new Abstract: SWE-agent established the action interface as an underexplored design axis for software-engineering agents; we make the analogous case for the observati→31 Jul 2026Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI AgentsarXiv:2607.28227v1 Announce Type: cross Abstract: GUI agents have the potential to become a general purpose executor over existing digital devices. To advance them toward real-world use, we envision a→5 Aug 2026CUADebug: Diagnosing and Repairing Computer-Use Agent FailuresarXiv:2608.02643v1 Announce Type: cross Abstract: Computer-use agents (CUAs) operate real desktop and web interfaces through screenshots, mouse and keyboard actions, and stateful UI feedback, yet thei→12 Aug 2026Navigation Alone Is Not Enough: Evaluating Explanatory Assistive UI AgentsarXiv:2608.09944v1 Announce Type: cross Abstract: Modern web interfaces are increasingly difficult to use with screen readers, particularly when pages update dynamically or hide important structure be→20 Aug 2026ComponentBench: Diagnosing Component-Level Failures in Computer-Use AgentsarXiv:2608.18307v1 Announce Type: new Abstract: Current evaluation of computer-use agents is split between long-horizon workflow benchmarks and atomic GUI-grounding tests. This leaves an under-instrum→4 Sept 2026Measuring Harmfulness of Computer-Using AgentsarXiv:2508.00935v3 Announce Type: replace-cross Abstract: Computer-using agents (CUAs), which can autonomously control computers to perform multi-step actions, might pose significant safety risks if m→25 Sept 2026JoyAI-VL-Interaction: Real-Time Vision-Language Interaction IntelligencearXiv:2606.14777v2 Announce Type: replace-cross Abstract: Many moments in the real world do not wait for a user to ask. A fire starts on a security monitor, an expression flickers across a video call,
CompanyMeta8 recent entries10 Apr 2026MolmoWeb: Open Visual Web Agent and Open Data for the Open WebarXiv:2604.08516v1 Announce Type: new Abstract: Web agents--autonomous systems that navigate and execute tasks on the web on behalf of users--have the potential to transform how people interact with t→9 Jul 2026SmartHomeSecure: Automated Detection and Repair of Smart Home Configuration Errors Using Large Language ModelsarXiv:2607.06748v1 Announce Type: cross Abstract: Smart home automation platforms increasingly rely on user-authored YAML configuration files to define device behaviors, but these files are prone to s→21 Aug 2026Towards Audio Token Compression in Large Audio Language ModelsarXiv:2511.20973v2 Announce Type: replace-cross Abstract: Large Audio Language Models (LALMs) deliver strong performance across speech and audio tasks, but their audio encoders generate high-rate toke→2 Sept 2026From Tool Use to Technological Agency: LoopCAT as a Local-First, Open-Source Tool for Translation Technology EducationarXiv:2609.00344v1 Announce Type: new Abstract: Translation students need to learn both how to use translation technologies and how to judge the choices those technologies make available. This article→4 Sept 2026Measuring Harmfulness of Computer-Using AgentsarXiv:2508.00935v3 Announce Type: replace-cross Abstract: Computer-using agents (CUAs), which can autonomously control computers to perform multi-step actions, might pose significant safety risks if m→9 Sept 2026TimeWarp: Evaluating Web Agents by Revisiting the PastarXiv:2603.04949v2 Announce Type: replace-cross Abstract: As web agents close the gap with humans on benchmarks, one question arises: Do today's agents perform just as well on tomorrow's web? We intro→15 Sept 2026Homeostatic Continual LearningarXiv:2609.13771v1 Announce Type: new Abstract: In this paper, I formulate a Continual Learning problem and propose a method named 'Homeostatic Continual Learning' that enables an AI agent to learn co→9 Oct 2026When Interfaces Speak: Data-Aware Generative UI Harness for Active InteractionarXiv: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
CompanyMistral2 recent entries5 Aug 2026Evaluating LLM Trade-offs for Enterprise Automation: Lessons from Workflow Generation in a Production Enterprise PlatformarXiv:2608.03311v1 Announce Type: cross Abstract: Enterprise compliance management requires rapid adaptation to evolving regulatory frameworks (e.g., DORA, AI RMF, FedRAMP) and tight remediation SLAs.→4 Sept 2026Measuring Harmfulness of Computer-Using AgentsarXiv:2508.00935v3 Announce Type: replace-cross Abstract: Computer-using agents (CUAs), which can autonomously control computers to perform multi-step actions, might pose significant safety risks if m
CompanyxAI1 recent entries11 May 2026The Single-File Test: A Longitudinal Public-Interface Evaluation of First-Output LLM Web Generation with Social Reach TrackingarXiv:2605.06707v1 Announce Type: cross Abstract: This paper presents an eight-week observational comparison of 68 single-file HTML generations collected across 17 public experiments in the 'HTML AI B