CompanyAnthropic8 recent entries8 Jul 2026BaFCo: A Document Understanding Benchmark for Complex Bangla Form ComprehensionarXiv:2607.05614v1 Announce Type: cross Abstract: Document comprehension is a challenging yet impactful task for Multimodal Large Language Models, especially as these systems see growing adoption in r→23 Jul 2026ChannelGuard: Safe Models Do Not Compose into Safe Multi-Agent SystemsarXiv:2607.19430v1 Announce Type: cross Abstract: Multi-agent LLM applications chain a planner, worker agents, a verifier, and a synthesizer, and every hop between agents is an unmonitored channel thr
CompanyOpenAI5 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→29 May 2026First head-to-head comparison of agentic AI applied to the analysis of simulated data of the Einstein TelescopearXiv:2605.28916v1 Announce Type: cross Abstract: We report a comparison of two state-of-the-art agentic AI systems, Claude Code (Anthropic) and Codex (OpenAI), tasked with autonomously executing a si→8 Jul 2026BaFCo: A Document Understanding Benchmark for Complex Bangla Form ComprehensionarXiv:2607.05614v1 Announce Type: cross Abstract: Document comprehension is a challenging yet impactful task for Multimodal Large Language Models, especially as these systems see growing adoption in r→9 Sept 2026Structurally Close, Temporally Distant: Measuring Security Exposure in Long-Horizon LLM AgentsarXiv:2609.05911v1 Announce Type: cross Abstract: Long-horizon LLM agents interact with untrusted content, persistent memory, external state, and sensitive tools. Existing analyses often characterize →5 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
CompanyGoogle8 recent entries13 May 2026AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research AgentsarXiv:2605.11732v1 Announce Type: cross Abstract: In this paper, we present AgentDisCo, a novel Disentangled and Collaborative agentic architecture that formulates deep research as an adversarial opti→19 May 2026Hilbert-Geo: Solving Solid Geometric Problems by Neural-Symbolic ReasoningarXiv:2605.16385v1 Announce Type: cross Abstract: Geometric problem solving, as a typical multimodal reasoning problem, has attracted much attention and made great progress recently, however most of w→22 May 2026Blind Spots in the Guard: How Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM SystemsarXiv:2605.22001v1 Announce Type: cross Abstract: Injection detectors deployed to protect LLM agents are calibrated on static, template-based payloads that announce themselves as override directives. →28 May 2026PetroBench: A Benchmark for Large Language Models in Petroleum EngineeringarXiv:2605.28032v1 Announce Type: new Abstract: Large Language Models are increasingly applied in the petroleum industry, highlighting the need for a domain-specific evaluation framework. This study d→8 Jun 2026UrduMMLU: A Massive Multitask Benchmark for Urdu Language UnderstandingarXiv:2606.07167v1 Announce Type: cross Abstract: Meaningful multilingual evaluation must test models in the target language and educational context. Urdu, spoken by more than 230 million people, lack→29 Jun 2026DMV-Bench: Diagnosing Long-Horizon Multimodal Agents' Visual Memory with Incidental Cue InjectionarXiv:2606.27499v1 Announce Type: cross Abstract: Research on agent memory has matured rapidly, but almost entirely on the text side: few existing benchmarks ask, in an interactive environment, when a→8 Jul 2026BaFCo: A Document Understanding Benchmark for Complex Bangla Form ComprehensionarXiv:2607.05614v1 Announce Type: cross Abstract: Document comprehension is a challenging yet impactful task for Multimodal Large Language Models, especially as these systems see growing adoption in r→17 Aug 2026BM25-Augmented Many-Shot Translation for Low-Resource North-Eastern Indian LanguagesarXiv:2608.13722v1 Announce Type: new Abstract: This paper describes the University of Florida Gators submission to the WMT26 Low-Resource Indic Language Translation shared task. We adapt the retrieva
CompanyMeta8 recent entries14 Aug 2026LLMs Are Not Good Strategists, Yet Memory-Enhanced Agency Boosts ReasoningarXiv:2608.12626v1 Announce Type: cross Abstract: Strategic reasoning in Large Language Models (LLMs) within long-horizon environments is often limited by inconsistent subgoals. In these settings, fin→26 Aug 2026ESQ-Bench: A Multi-Tier Enterprise Oracle Benchmark for Evaluating NL2SQL Dialect Generalization and Silent Semantic DivergencearXiv:2608.23569v1 Announce Type: new Abstract: State-of-the-art Natural Language to SQL (NL2SQL) models report execution accuracy exceeding 89 percent on established benchmarks such as Spider and BIR→1 Sept 2026AdaPath: Query-Adaptive Path-Finding via Path-Bank for Multi-Hop Implicit Biomedical KGQAarXiv:2608.30556v1 Announce Type: new Abstract: Path-finding over knowledge graphs has become an effective way to ground LLM reasoning on multi-hop questions. However, biomedical QA introduces two dis→7 Sept 2026MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-EvolutionarXiv:2603.18718v2 Announce Type: replace Abstract: Memory-augmented LLM agents maintain external memory banks to support long-horizon interaction, yet most existing systems treat construction, retrie→15 Sept 2026Hidden APIs in Language Models: Discovering Reusable Causal Interfaces from Forked FuturesarXiv:2607.27617v2 Announce Type: replace Abstract: Identical language-model answers can arise from hidden states that support different future computations, so current-answer probes do not establish →30 Sept 2026Learning Meta-Skills for Agent Harness Design in Test-Time AI4AIarXiv:2609.38143v1 Announce Type: new Abstract: Agent performance depends on both reasoning ability and the environment in which it acts. We study test-time AI-for-AI, asking how a Builder can learn t→5 Oct 2026From Benchmarks to Production: A Text-to-SQL System for Complex Financial DataarXiv:2610.03524v1 Announce Type: new Abstract: General-purpose Text-to-SQL systems achieve strong performance on academic benchmarks like Spider and BIRD, where schemas are relatively shallow and col→9 Oct 2026NOMOS: Compiling Written Policies into Statically Verified Tool-Call Gates for LLM AgentsarXiv: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
CompanyMistral2 recent entries18 May 2026Graph-Regularized Sparse Autoencoders for LLM Safety SteeringarXiv:2512.06655v3 Announce Type: replace-cross Abstract: Sparse autoencoders (SAEs) are increasingly used to extract activation directions for inference-time steering, but their standard sparsity obj→18 Aug 2026Fiber Fingerprints of Hidden Learning-State DynamicsarXiv:2608.15976v1 Announce Type: new Abstract: A learning system can occupy execution states that are indistinguishable under every declared present-behavior readout yet respond differently to future
CompanyxAI3 recent entries15 Apr 2026VeriX-Anon: A Multi-Layered Framework for Mathematically Verifiable Outsourced Target-Driven Data AnonymizationarXiv:2604.12431v1 Announce Type: cross Abstract: Organisations increasingly outsource privacy-sensitive data transformations to cloud providers, yet no practical mechanism lets the data owner verify →20 Apr 2026Using Large Language Models and Knowledge Graphs to Improve the Interpretability of Machine Learning Models in ManufacturingarXiv:2604.16280v1 Announce Type: new Abstract: Explaining Machine Learning (ML) results in a transparent and user-friendly manner remains a challenging task of Explainable Artificial Intelligence (XA→16 Jul 2026Explainable Artificial Intelligence for Anomaly Detection in Banking Transactions: An Internal Audit PerspectivearXiv:2607.13469v1 Announce Type: cross Abstract: The banking sector increasingly relies on automated systems to monitor electronic transactions for signs of fraud, yet conventional rule-based approac
CompanyDeepSeek4 recent entries31 Jul 2026AfriEconQA: A Benchmark for Quantitative and Temporal Reasoning over World Bank Economic ReportsarXiv:2601.15297v3 Announce Type: replace Abstract: Reliable question answering over long institutional documents requires more than topical retrieval: a system must localize the exact passage that su→25 Aug 2026CONTRAMEM: Learning Self-Evolving Procedural Memory from Contrasting Multi-Model TrajectoriesarXiv:2608.22533v1 Announce Type: new Abstract: Autonomous computer-use agents are increasingly applied to long-horizon tasks requiring coordinated application calls, persistent state tracking, and ve→3 Sept 2026FUSE: An Evaluating Framework for Dangerous Capabilities of LLMsarXiv:2609.02168v1 Announce Type: new Abstract: Fragmented safety evaluation undermines the governance of dangerous AI capabilities. We present a modular framework that evaluates each model through th→7 Oct 2026ServeLearnBench: How Well Can Agents Self-Improve from Serving Experience?arXiv:2610.07792v1 Announce Type: cross Abstract: Large language model agents are increasingly deployed to perform complex tasks in real-world environments. However, the knowledge required for correct
CompanyNVIDIA5 recent entries27 Apr 2026Incentivizing Neuro-symbolic Language-based Reasoning in VLMs via Reinforcement LearningarXiv:2604.22062v1 Announce Type: new Abstract: There are 7,407 languages in the world. But, what about the languages that are not there in the world? Are humans so narrow minded that we don't care ab→18 May 2026A Unified Non-Parametric and Interpretable Point Cloud Analysis via t-FCW Graph RepresentationarXiv:2605.15475v1 Announce Type: new Abstract: We introduce an empowered transposed Fully Connected Weighted (t-FCW) graph representation to embed point clouds into a metric space. While original t-F→30 Jun 2026GPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative StudyarXiv:2606.30497v1 Announce Type: cross Abstract: We present a comparative study of CUDA optimization strategies applied to forward and backward propagation in a shallow neural network. Three stacked →18 Aug 2026Every Expert Counts: ExactMoE for Memory-Efficient W4A16 InferencearXiv:2608.15383v1 Announce Type: new Abstract: Sparse mixture-of-experts (MoE) language models reduce arithmetic by activating only a small subset of experts per token, yet deployment still requires →6 Oct 2026Efficient Analog-Initialized Latent Transport for Spatially Coherent Probabilistic Downscaling from Global to Kilometer ScalesarXiv:2610.03736v1 Announce Type: cross Abstract: Probabilistic downscaling must represent kilometer-scale structure left unresolved by a deterministic regional prediction. We introduce an analog-init