AI news archive.
4,965 articles filed under Agents, newest first, from the outlets listed on the sources page.
- arXiv cs.AIagentsIntelligence Across Embodiments
arXiv:2609.27095v1 Announce Type: cross Abstract: Robotic embodiment encompasses the sensing, kinematics, dynamics, geometry, actuation, and control through which an agent physically interacts with the world. These prope…
- arXiv cs.AIagentsThe Like Trap: Multi-Stage Poisoning against Agents in Similarity-based Recommendation Systems
arXiv:2609.27155v1 Announce Type: cross Abstract: With recent advancements in large language models (LLMs) and LLM-based agents, these agents are becoming increasingly autonomous and gaining broader access to act on user…
- arXiv cs.AIagentsListening and Mirroring: The Effects of Verbal Attunement and Behavioral Mimicry on Social and Empathic Perceptions of Embodied AI Agents in VR
arXiv:2609.27246v1 Announce Type: cross Abstract: As embodied agents take on increasingly social and relational roles in VR, visual realism and embodiment alone may be insufficient; users must also perceive these agents…
- arXiv cs.AIagentsKITE: KV-Invariant Transformer Expansion for Efficient Agentic LLM Scaling
arXiv:2609.27294v1 Announce Type: cross Abstract: Scaling a language model is not only a question of final quality: the architectural choice determines how much computation is spent during training, prompt processing, an…
- arXiv cs.AIagentsTeach-to-Crash: A Closed-Loop Student-Teacher LLM Framework for Collision-Inducing Test Scenario Generation
arXiv:2609.27296v1 Announce Type: cross Abstract: Validating Autonomous Driving Systems (ADS) in simulation requires testing architectures that can discover rare, safety-critical failures while generating scenarios that…
- arXiv cs.AIagentsBreaking Weather-Content Coupling: Type-Severity Guided Progressive Disentanglement for All-in-One Infrared Restoration
arXiv:2609.27317v1 Announce Type: cross Abstract: Infrared (IR) imaging is crucial for autonomous driving, remote sensing, and other perception tasks. However, adverse weather may introduce fake structural responses that…
- arXiv cs.AIagentsForecast Workflow Bench: Evaluating Language-Model Decisions with Budgeted Forecast Tools
arXiv:2609.27385v1 Announce Type: cross Abstract: Time-series foundation models (TSFMs) provide forecasts for operational decisions, but accuracy alone does not determine their value. Evaluating agents that use these mod…
- arXiv cs.AIagentsAutomotive mmWave Spinning Radar Place Recognition with Spatially Gated Feature-Correlation Representation
arXiv:2609.27394v1 Announce Type: cross Abstract: Automotive spinning FMCW radar provides dense, $360^\circ$ sensing and remains reliable under poor illumination and adverse weather, making it well-suited to autonomous n…
- arXiv cs.AIagentsIssuer-Sovereign Agentic Payments
arXiv:2609.27452v1 Announce Type: cross Abstract: AI agents are beginning to make real payments. Current approaches let an agent pay by relying on a credential provider that, in the approaches deployed today, typically s…
- arXiv cs.AIagentsBehaviora - A Conceptual Architecture for External and Internal Behavior of Robots and Agents
arXiv:2609.27536v1 Announce Type: cross Abstract: Behaviora is a preliminary conceptual architecture for representing agent and robot behavior, external and internal alike, in an addressable form. A behaving robot or age…
- arXiv cs.AIagentsFDE-Bench: Evaluating LLM Agents for Deployment Environment Configuration
arXiv:2609.27571v1 Announce Type: cross Abstract: Deployment requires an agent to turn application code into a running system whose services connect, become ready, and remain observable. FDE-Bench evaluates this capabili…
- arXiv cs.AIagentsThe Capability Manifold and ML Scaling Laws
arXiv:2609.27588v1 Announce Type: cross Abstract: Existing machine learning (ML) scaling laws relate predictive loss to compute, model parameters, and data. However, as models are increasingly deployed through agentic ha…
- arXiv cs.AIagentsCompliant AI Infrastructure for Regulated Finance: A tiered multi-agent framework with DLT audit trails for financial operations in DACH
arXiv:2609.27632v2 Announce Type: replace-cross Abstract: We present a compliance-first architecture for AI in regulated finance that treats regulation as an orientation layer rather than a deterministic ruleset. A matri…
- arXiv cs.AIagentsBeyond Unsafe Detection: Counterfactually Anchored Evidence Attribution for Multi-Turn LLM Safety Failures
arXiv:2609.27773v2 Announce Type: replace-cross Abstract: As Large Language Models (LLMs) move from conversational assistants to advanced agentic systems, guardrail failures can convert adversarial intents into harmful e…
- arXiv cs.AIagentsLabourCrew: A Multi-Agent RAG Framework for Trustworthy Adversarial Deliberation and Statutory Reasoning over Labour Law
arXiv:2609.27814v1 Announce Type: cross Abstract: In statutory question answering, every claim must be traceable to evidence, not merely relevant, since unverifiable labour-rights answers carry serious legal consequences…
- arXiv cs.AIagentsBounded Loops: Pre-Run Spend Bounds, Proved Termination, and Verified Completion for Agent Harnesses
arXiv:2609.27871v1 Announce Type: cross Abstract: In mainstream agent frameworks, a step ends when the agent's own output says it has finished. Durable-execution platforms bound retries and time, but their checker conven…
- arXiv cs.AIagentsFalse-science induction in autonomous scientific discovery
arXiv:2609.27883v1 Announce Type: cross Abstract: Closed-loop discovery systems increasingly execute experiments and update decisions autonomously, turning record integrity into part of the experimental apparatus. We sho…
- arXiv cs.AIagentsSchr\"odinger's Code Repository: Have LLMs Learned SWE-bench or Memorized It?
arXiv:2609.27891v1 Announce Type: cross Abstract: Repository-level coding benchmarks have become the standard for evaluating coding agents, yet they inherently suffer from data leakage because they are built upon popular…
- arXiv cs.AIagentsCompliant with Local Controls, Collectively Discriminatory. A Governance Architecture for Multi-Agent AI in Regulated Finance
arXiv:2609.27994v1 Announce Type: cross Abstract: Financial institutions are beginning to deploy agentic workflows in credit, fraud, collections, compliance, and operational control. Governance remains largely component-…
- arXiv cs.AIagentsFrom Agent Output to Authorized Transition
arXiv:2609.28216v1 Announce Type: cross Abstract: Agentic engineering systems can edit repositories, run tools and tests, build firmware, synthesize schematics, and prepare deployable or manufacturable artifacts. The ass…
- arXiv cs.AIagentsControlling Collectives of AI Agents in Reasoning Space with Spatial Transformers
arXiv:2609.28247v1 Announce Type: cross Abstract: Large Language Models (LLMs) introduce an exciting new paradigm for planning and navigation in robotics, but fail on even simple multi-robot tasks as team sizes grow. We…
- arXiv cs.AIagentsAnchorReasoning: A Visual Grounding and Causal Reasoning Dataset in Long-Tail Autonomous Driving Scenarios
arXiv:2609.28366v1 Announce Type: cross Abstract: Vision-language models (VLMs) offer a promising approach to long-tail autonomous driving, but existing driving datasets provide limited supervision for connecting decisio…
- arXiv cs.AIagentsShopping by algorithm: How agentic AI deploys human heuristics as a surrogate consumer
arXiv:2609.28372v2 Announce Type: replace-cross Abstract: Consumers increasingly delegate purchasing decisions to Large Language Models (LLMs) acting as surrogate consumers. Using "Tool-Lab," an adaptation of information…
- arXiv cs.AIagentsAgent-Editing World Model: Rethinking World Modeling for LLM Agents
arXiv:2609.28416v1 Announce Type: cross Abstract: Recent advances in large language models (LLMs) have enabled agents to tackle long-horizon tasks across diverse environments. To further improve agent performance, existi…
- arXiv cs.AIagentsPreregistered Belief Revision Contracts
arXiv:2604.15558v2 Announce Type: replace Abstract: Deliberative multi-agent systems allow agents to exchange messages and revise beliefs over time. While this interaction is meant to improve performance, it can also cre…
- arXiv cs.AIagentsMobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research
arXiv:2605.26114v3 Announce Type: replace Abstract: We present MobileGym, a browser-hosted, lightweight, fully controllable environment for everyday mobile use, targeting interaction fidelity without replicating propriet…
- arXiv cs.AIagentsOmni-Decision: Evidence-Ledger Planning for Omni-Modal Agents
arXiv:2607.11433v3 Announce Type: replace Abstract: Omni-modal agents must seek evidence across video, audio, web pages, and computation to answer questions. Their main bottleneck is planning: noisy multimodal observatio…
- arXiv cs.AIagentsValerant: An Automatic Navigable Game Map Generator via Action-Conditioned World Model Exploration
arXiv:2609.09418v3 Announce Type: replace Abstract: World Action Models (WAMs) couple predictive world modeling with action generation, allowing anticipated future states to guide agent behavior. Although WAMs are rapidl…
- arXiv cs.AIagentsPRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations
arXiv:2609.09664v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly deployed as personalized assistants that interact with users over extended periods of time. As conversations grow longer,…
- arXiv cs.AIagentsSci-MMR: Benchmarking Multi-Step Evidence-Grounded Scientific Reasoning in Multimodal Agents
arXiv:2609.11243v2 Announce Type: replace Abstract: Autonomous research agents are increasingly expected to search the literature, analyze experimental evidence, and generate scientific hypotheses. These capabilities req…
- arXiv cs.AIagentsWAInjectBench: Benchmarking Prompt Injection Detections for Web Agents
arXiv:2510.01354v2 Announce Type: replace-cross Abstract: Multiple prompt injection attacks have been proposed against web agents. At the same time, various methods have been developed to detect general prompt injection…
- arXiv cs.AIagentsUniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
arXiv:2510.03161v4 Announce Type: replace-cross Abstract: With the rapid advancements in image generation, synthetic images have become increasingly realistic, posing significant societal risks, such as misinformation an…
- arXiv cs.AIagentsWhen AI Agrees Too Much: Manipulating Automated Code Review via Bias Injection
arXiv:2603.18740v5 Announce Type: replace-cross Abstract: Automated Code Review (ACR) systems integrating Large Language Models (LLMs) are increasingly adopted in software development workflows, ranging from interactive…
- arXiv cs.AIagentsToward Measuring Structural Drift in LLM Communication Loops
arXiv:2604.13061v3 Announce Type: replace-cross Abstract: Large language models increasingly run in stateful pipelines that assemble each prompt from retrieval, memory, tools, and other agents. Such pipelines drift: info…
- arXiv cs.AIagentsSafeguarding LLM Agents against Long-Horizon Threats via Shadow Memory
arXiv:2605.03228v2 Announce Type: replace-cross Abstract: As large language model (LLM)-powered agents are increasingly deployed to perform complex, real-world tasks, they face a growing class of attacks that exploit ext…
- arXiv cs.AIagentsHelping Customers in Distress: An LLM-powered Agent that Converses, Probes, and Routes
arXiv:2605.16268v2 Announce Type: replace-cross Abstract: Banks receive millions of reports of fraud, scams, and disputed transactions every year, making it challenging to accurately direct customers to the appropriate s…
- arXiv cs.AIagentsOn-Policy Distillation with Curriculum Turn-level Guidance for Multi-turn Agents
arXiv:2606.15912v2 Announce Type: replace-cross Abstract: Multi-turn agents that plan, invoke tools, and interact with environments offer a promising paradigm for solving complex tasks, yet their capabilities typically r…
- arXiv cs.AIagentsAlgorithmic Unverifiability of Safety for Fixed and Recursively Self-Improving Systems
arXiv:2606.28639v4 Announce Type: replace-cross Abstract: Existing impossibility results for AI verification concern a fixed system. Self-modifying systems (agents that rewrite their own code, recursive self-improvement…
- arXiv cs.AIagentsSame Stories, Different Journeys: Exploring Persona-Grounded Conversational Agents for Supporting Career Exploration with Peers' Posts
arXiv:2607.11039v2 Announce Type: replace-cross Abstract: Young job seekers frequently explore their career possibilities by browsing peers' posts that share job-seeking experiences. However, static browsing requires the…
- arXiv cs.AIagentsHow a shared state is described determines whether AI agents synchronize
arXiv:2608.06968v2 Announce Type: replace-cross Abstract: Language-model agents increasingly act in populations, where the outcome that matters is collective: whether they align, split or fail to coordinate. Each acts no…
- arXiv cs.AIagentsEvolve Vision-Language-Action Model into an Agent with On-the-fly Tool-use
arXiv:2608.14047v3 Announce Type: replace-cross Abstract: This paper integrates end-to-end Visual-Language-Action (VLA) models with agentic tool-use to propose Agentic Robot with Tool-use (ART). ART is a tool-injection f…
- arXiv cs.AIagentsCan AI Agents Deliver Verifiable Network-Wide Outcomes Across Authority Boundaries?
arXiv:2609.10181v2 Announce Type: replace-cross Abstract: AI agents are increasingly involved in network automation, where they can initiate configuration changes through mediated operational interfaces and assess the re…
- SiliconANGLE AIagentsAmazon’s new plugin lets sellers manage their entire e-commerce business with AI
Amazon.com Inc. said today it’s trying to make life easier for independent sellers using its ecommerce platform with new tools including a plugin that allows them to run their businesses via artificial intelligence assis…
- TechCrunch AIagentsEverything new coming to Meta’s AI agent Muse
CEO Mark Zuckerberg kicked off the company’s annual Connect event in Menlo Park on Wednesday with a keynote that made one thing clear: Meta is going all-in on Muse. It's even coming to Meta's AI glasses.
- TechCrunch AIagentsMeta made a Tamagotchi-like wearable for its Muse AI agent
The tiny hardware device creates another mobile home for its AI agent Muse.
- The Verge AIagentsMeta is making a standalone Muse AI gadget
Meta is building a dedicated hardware device for its new Muse AI agent. The product, called Muse Charm, was briefly shown off by Meta CEO Mark Zuckerberg at the end of tonight's Meta Connect presentation. It looks almost…
- The Verge AIagentsMuse is coming to Meta smart glasses
Just a couple of weeks after launching Muse, Meta announced that it's "working on" bringing the agent to its smart glasses, including the new glasses it unveiled at Meta Connect. Users will be able to activate Muse from…
- The Verge AIagentsMeta is making Muse more powerful and will let you video chat with it, too
Meta is quickly iterating on its new Muse AI agent, announcing a bunch of updates today that make the bot more capable and able to chat with you in more ways. Muse agents are getting their own email addresses that they c…
- SiliconANGLE AIagentsUiPath introduces new workflow automation, software testing features
UiPath Inc. is updating its namesake automation platform with more than a dozen new features designed to save time for knowledge workers. The company debuted the enhancements today at its FUSION conference in Las Vegas.…
- Engadget AIagentsOpenAI's agent hacked into an Australian government website
Researchers and the Prime Minister of Australia have revealed more instances of OpenAI’s agents going rogue.