CompanyAnthropic8 recent entries24 Jun 2026Detecting AI Coding Agents in Open Source: A Validated Multi-Method Census of 180 Million RepositoriesarXiv:2606.24429v1 Announce Type: cross Abstract: Generative AI coding agents are entering the open-source supply chain, yet their diverse and often invisible traces leave their prevalence poorly unde→30 Jun 2026MCP Server Architecture Patterns for LLM-Integrated ApplicationsarXiv:2606.30317v1 Announce Type: cross Abstract: The Model Context Protocol (MCP), introduced by Anthropic in November 2024, defines a standardized interface for connecting large language models (LLM
CompanyOpenAI2 recent entries5 Oct 2026Evaluation format, not model capability, drives measured triage failure in the assessment of consumer health AIarXiv:2603.11413v4 Announce Type: replace-cross Abstract: A recent Nature Medicine study reported that ChatGPT Health under-triages 51.6% of emergencies and concluded that consumer-facing AI triage po→9 Oct 2026Large Language Model Turnover Undermines Screening for Artificial Intelligence-Assisted Scientific WritingarXiv:2610.11599v1 Announce Type: cross Abstract: Journals and conferences have begun to screen submitted manuscripts for text written using large language models (LLMs). The reliability of this scree
CompanyGoogle5 recent entries24 Jun 2026When Helpfulness Overrides Causal Caution: Context-Dependent Suppression and Recovery in LLMsarXiv:2606.24370v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly integrated into decision-support roles in business and policy contexts. While prior benchmark studies have→1 Sept 2026JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault TreesarXiv:2603.22978v2 Announce Type: replace Abstract: In the maintenance of complex systems, fault trees are used to locate problems and provide targeted solutions. To enable fault trees stored as image→10 Sept 2026Safety boundary maintenance in consumer AI systems responding to pediatric health queries: a cross-platform benchmark evaluation under naturalistic and adversarially pressured conditionsarXiv:2601.09721v2 Announce Type: replace-cross Abstract: Consumer artificial intelligence chatbots are now accessed by hundreds of millions of users seeking health information, yet systematic evaluat→22 Sept 2026Scoped Verification for Reliable Long-Horizon Agentic Context Evolution under Distribution ShiftarXiv:2607.09175v2 Announce Type: replace-cross Abstract: Deployed LLM agents rely on agentic context, the model-external textual control content assembled by an operational harness. In this work, the→25 Sept 2026The Last Human Gate: Forward Deployed Engineering for Governance AutomationarXiv:2609.29345v1 Announce Type: new Abstract: Enterprise governance requires decisions, evidence, and accountable authority; it does not require every review task to retain its current human impleme
CompanyMeta8 recent entries7 May 2026DART: A Vision-Language Foundation Model for Comprehensive Rope Condition MonitoringarXiv:2605.04943v1 Announce Type: new Abstract: The condition monitoring (CM) of synthetic fibre ropes (SFRs) used in offshore, maritime, and industrial settings demands more than a classifier: inspec→4 Jun 2026HighTide: An Agent-Curated Open-Source VLSI Benchmark SuitearXiv:2606.04126v1 Announce Type: cross Abstract: We introduce HighTide, an evolving AI-assisted benchmark suite. Specifically, the contributions are: (i) a diverse open-source suite spanning multiple→5 Aug 2026Self-Organising Digital CircuitsarXiv:2608.02606v1 Announce Type: new Abstract: Fault tolerance in classical computing has traditionally relied on static strategies like hardware redundancy and error-correcting codes. Biological sys→5 Aug 2026PRISM: Powerful Time Series to Image (TS2I) Representations for Multivariate Anomaly DetectionarXiv:2608.03926v1 Announce Type: cross Abstract: Time series anomaly detection (TSAD) underpins applications in predictive maintenance, finance, and cloud computing, however performance remains sensi→10 Sept 2026Safety boundary maintenance in consumer AI systems responding to pediatric health queries: a cross-platform benchmark evaluation under naturalistic and adversarially pressured conditionsarXiv:2601.09721v2 Announce Type: replace-cross Abstract: Consumer artificial intelligence chatbots are now accessed by hundreds of millions of users seeking health information, yet systematic evaluat→23 Sept 2026Toward Self-Repairing Ubiquitous Robots Using Goal-Oriented Agentic AI in Human-Robot InteractionsarXiv:2609.26155v1 Announce Type: new Abstract: Ubiquitous robotic systems often lack traditional visual interfaces, making natural language interaction important for maintenance and repair. This pape→29 Sept 2026A Comparative Analysis of Attention versus State-Space Models for In-Context LearningarXiv:2609.32341v1 Announce Type: new Abstract: Transformers and state-space models (SSMs) are two prominent sequential learning architectures, yet their comparison remains largely empirical and exist→30 Sept 2026Self-discovering RL in the Era of Experience: Is Learning History an Asset or a Burden?arXiv:2609.35897v1 Announce Type: new Abstract: The pursuit of recursive self-improvement (RSI) toward general intelligence is divided between macro-level language model scaling and the interaction-dr
CompanyMistral4 recent entries10 Apr 2026KEO: Knowledge Extraction on OMIn via Knowledge Graphs and RAG for Safety-Critical Aviation MaintenancearXiv:2510.05524v2 Announce Type: replace Abstract: We present Knowledge Extraction on OMIn (KEO), a domain-specific knowledge extraction and reasoning framework with large language models (LLMs) in s→6 May 2026Conventional Commit Classification using Large Language Models and Prompt EngineeringarXiv:2605.02033v1 Announce Type: cross Abstract: Conventional commits provide a structured format for writing commit messages, which improves readability, software maintenance, and enables automation→28 Jul 2026LLM-Assisted Ontology Engineering and Construction of a French Legal Knowledge GrapharXiv:2607.24551v1 Announce Type: new Abstract: Maintenance regulations are complex legal texts that are difficult to exploit when addressing a specific case and challenging to integrate into operatio→12 Aug 2026REAP: Relation-Aware Elicitation and Parsing for Closed-Book Knowledge Base Construction from LLMsarXiv:2608.10963v1 Announce Type: new Abstract: We present the REAP system for the AKBC Shared Task 2026 on constructing knowledge bases from language models in a closed-book setting, subject to a bud
CompanyxAI2 recent entries24 Apr 2026C-SHAP for time series: An approach to high-level temporal explanationsarXiv:2504.11159v2 Announce Type: replace Abstract: In high-stakes domains, such as healthcare and industry, the explainability of AI-based decision-making has become crucial. Without insight into mod→6 Oct 2026Do RUL explanations hold up? Faithfulness and stability of attributions on C-MAPSSarXiv:2610.04278v1 Announce Type: new Abstract: Deep remaining-useful-life (RUL) models on NASA C-MAPSS are now routine, and so are heatmaps that colour sensors and timesteps. A heatmap that looks mec
CompanyDeepSeek5 recent entries6 May 2026Conventional Commit Classification using Large Language Models and Prompt EngineeringarXiv:2605.02033v1 Announce Type: cross Abstract: Conventional commits provide a structured format for writing commit messages, which improves readability, software maintenance, and enables automation→10 Aug 2026Transformers Struggle to Use Their Emergent World Models: Revisiting the Tower of Hanoi, and the Illusion of ThinkingarXiv:2608.07077v1 Announce Type: new Abstract: The Tower of Hanoi is a simple planning puzzle that in prior work has proven challenging for large reasoning models (LRMs). Current models solve the sta→28 Aug 2026The Thousand-Graph Hypothesis: A Testable Hypothesis of Task-Conditioned Relation Materialization in Repository-Level Code ReasoningarXiv:2608.26602v1 Announce Type: cross Abstract: Large software repositories are often beyond model context limits. Training repository knowledge into models is costly and quickly stale, while local →10 Sept 2026How AI Models Manage Epistemic Authority: A Taxonomy and Comparative Analysis of Responses to User DisagreementarXiv:2609.07662v1 Announce Type: cross Abstract: Large language models are increasingly used as sources of advice and information, including in high-stakes settings, yet little is known about how the→25 Sept 2026The Last Human Gate: Forward Deployed Engineering for Governance AutomationarXiv:2609.29345v1 Announce Type: new Abstract: Enterprise governance requires decisions, evidence, and accountable authority; it does not require every review task to retain its current human impleme
CompanyNVIDIA3 recent entries5 May 2026CycleRL: Sim-to-Real Deep Reinforcement Learning for Robust Autonomous Bicycle ControlarXiv:2603.15013v2 Announce Type: replace Abstract: Autonomous bicycles offer a promising agile solution for urban mobility and last-mile logistics. However, conventional control strategies often stru→22 Sept 2026ARID: A Deployable Edge AI System for Structured Information Extraction from Industrial Maintenance Work OrdersarXiv:2609.23582v1 Announce Type: new Abstract: Maintenance work orders must often be processed offline on embedded hardware, yet downstream software requires predictable structured output. We present→24 Sept 2026From greenhouse climate to individual leaves: an organ-resolved model of lettuce growtharXiv:2609.27118v1 Announce Type: new Abstract: Greenhouse climate management aims to improve crop production while limiting energy use. This requires knowing how a crop will respond before conditions