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https://www.softserveinc.com/en-us/blog/how-autonomous-ai-transforms-business-operations How LLM Agents Streamline Business Operations | SoftServe Discover how LLM AI agents elevate business operations by automating tasks and driving better decisions. llm agents business operations streamline softserve https://openreview.net/forum?id=dSZ6Wr5qRz Fine-tuning LLM Agents with Retrospective In-Context Online Learning | OpenReview Fine-tuning large language models (LLMs) using online learning, where models learn from self-sampled data and environmental feedback, presents a promising but... fine tuning llm agents online learning retrospective context https://vuink.com/post/znhelplm-d-dpbz/misc/sandbox_llms Be careful with LLM "Agents" I get it: Large Language Models are interesting... but you should not give llm agents careful https://www.noze.it/en/insights/langgraph-open-source/ LangGraph: stateful orchestration of LLM agents | noze Jan 17, 2024 - LangGraph, a LangChain spin-off from January 2024, models agentic workflows as stateful graphs with checkpointing and human-in-the-loop. Supports cycles,... llm agents langgraph orchestration https://best-ai.org/ai-news/ppp-and-userville-crafting-llm-agents-that-anticipate-your-needs-1762430466584 PPP and UserVille: Crafting LLM Agents That Anticipate Your Needs | Best-AI.org | Best-AI.org Nov 6, 2025 - Preference Prediction Pre-training (PPP) and UserVille offer a novel approach to LLM training, enabling AI agents to anticipate your needs rather than just... llm agents your needs best ai ppp crafting https://news.ysimulator.run/item/8517 LLM Agents Predict Social Media Reactions but Do Not Outperform Text Classifiers | Hacker News... LLM Agents Predict Social Media Reactions but Do Not Outperform Text Classifiers social media reactions llm agents hacker news predict outperform https://www.kaeeducation.com/courses/advanced-certification-in-generative-ai-ai-agents-agentic-ai/lessons/calling-apis-within-llm-agents/ Calling APIs within LLM Agents - KAE Education llm agents kae education calling apis within https://conf.researchr.org/details/fse-2026/fse-2026-industry-papers/38/LLM-Agents-for-AIOps-in-Kubernetes-An-Industrial-Experience-Report-with-Red-Hat-Open LLM Agents for AIOps in Kubernetes: An Industrial Experience Report with Red Hat OpenShift (FSE... The ACM International Conference on the Foundations of Software Engineering (FSE) is an internationally renowned forum for researchers, practitioners, and... red hat openshift llm agents aiops kubernetes industrial https://aclanthology.org/2025.acl-long.426/ LocAgent: Graph-Guided LLM Agents for Code Localization - ACL Anthology Zhaoling Chen, Robert Tang, Gangda Deng, Fang Wu, Jialong Wu, Zhiwei Jiang, Viktor Prasanna, Arman Cohan, Xingyao Wang. Proceedings of the 63rd Annual Meeting... llm agents graph guided code localization https://deepwiki.com/kaushikb11/awesome-llm-agents/2.4-autonomous-agent-frameworks Autonomous Agent Frameworks | kaushikb11/awesome-llm-agents | DeepWiki This page documents frameworks in the catalog that are designed for autonomous, goal-directed task execution with minimal human involvement. The defining... autonomous agent llm agents frameworks awesome deepwiki https://arxiv.org/abs/2507.05257v3 [2507.05257v3] Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Abstract page for arXiv paper 2507.05257v3: Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions llm agents evaluating memory via incremental https://huggingface.co/papers/2506.05309 Paper page - Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games Join the discussion on this paper page time to talk llm agents group communication mafia games paper https://is.mpg.de/ei/publications/piatti2024cooperate Cooperate or Collapse: Emergence of Sustainability in a Society of LLM Agents | Empirical Inference... Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to... in a llm agents cooperate collapse emergence https://www.catalyzex.com/paper/reasoning-style-poisoning-of-llm-agents-via Reasoning-Style Poisoning of LLM Agents via Stealthy Style Transfer: Process-Level Attacks and... Reasoning-Style Poisoning of LLM Agents via Stealthy Style Transfer: Process-Level Attacks and Runtime Monitoring in RSV Space: Paper and Code. Large Language... llm agents transfer process reasoning style poisoning https://agentlocker.ai/agent/llamagym LlamaGym Reviews & Info: Simplify fine-tuning LLM agents with reinforcement learning using... LlamaGym is an AI agent for Research and Analysis, Task Automation, Software Development, AI Agent Builder - Simplify fine-tuning LLM agents with reinforcement... fine tuning llm agents reinforcement learning reviews simplify https://papers.cool/arxiv/2604.17612 Provable Coordination for LLM Agents via Message Sequence Charts | Cool Papers - Immersive Paper... Multi-agent systems built on large language models (LLMs) are difficult to reason about. Coordination errors such as deadlocks or type-mismatched messages are... for llm message sequence coordination agents via https://www.emergentmind.com/papers/2501.11425 Agent-R: Iterative Self-Training for LLM Agents Agent-R uses MCTS-based iterative self-training to enhance LLM agents' error detection and self-correction in dynamic, interactive environments. self training for llm agent iterative https://papers.neurips.cc/paper_files/paper/2025/hash/19909c36f51abc4856b4560aff3d36d6-Abstract-Conference.html A-Mem: Agentic Memory for LLM Agents for llm mem agentic agents https://www.langchain.com/blog/gradio-llm-agents Gradio & LLM Agents Learn how gradio_tools empowers LLM agents by turning Gradio apps into tools. Build smarter AI agents with LangChain integration. llm agents https://gdg.community.dev/events/details/google-gdg-ai-for-science-australia-presents-ai-for-science-leveraging-llm-agents-for-scientific-discovery/ See AI for Science: Leveraging LLM Agents for Scientific Discovery at Google Developer Groups GDG... Google Developer Groups GDG AI for Science - Australia presents AI for Science: Leveraging LLM Agents for Scientific Discovery | Nov 27, 2024. Find event and... ai for science google developer groups llm agents scientific discovery see https://yourpediaglobal.com/tag/llm-agents-and-reasoning-models/ LLM agents and reasoning models Archives - Your Pedia Global llm agents reasoning models archives pedia global https://www.amazon.science/publications/csr-bench-benchmarking-llm-agents-in-deployment-of-computer-science-research-repositories CSR-Bench: Benchmarking LLM agents in deployment of computer science research repositories - Amazon... The increasing complexity of computer science research projects demands more effective tools for deploying code repositories. Large Language Models (LLMs),... llm agents computer science csr bench deployment https://www.analyticsvidhya.com/blog/2024/07/llm-agents-with-iterative-workflows/ How LLM Agents are Leading the Charge with Iterative Workflows? Jul 4, 2024 - LLM agents enhance AI by using iterative workflows to refine outputs, improving adaptability and performance. Discover their impact and more. leading the charge llm agents iterative workflows https://good1men.com/2403-16843-do-llm-agents-have-feel-dissapointed-a-case-analysis-in-online-understanding-and-games/ 2403 16843 Do Llm Agents Have Feel Dissapointed? A Case Analysis In Online Understanding And Games... Feb 3, 2026 - In this game a person must choose the sort of food to supply the dinosaur... llm agents case analysis feel online understanding https://chatpaper.com/pt/paper/265326 Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents STEP-HRL is a hierarchical reinforcement learning framework for LLM agents that enhances decision-making efficiency by utilizing step-level transitions and... reinforcement learning llm agents augmented step level https://www.anthropic.com/research/shade-arena-sabotage-monitoring? SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents \ Anthropic A new set of evaluations to test the sabotage and monitoring capabilities of LLM AI models llm agents shade arena evaluating sabotage https://lrec.elra.info/lrec2026-main-042 Designing LLM Agents for User-Centered Language Service Selection - LREC 2026 | LREC - Language... May 1, 2026 - With the rapid expansion of language resources and services across repositories and platforms, users face an overwhelming number of options. While this diversit llm agents language service designing user centered https://www.labri.fr/en/actualites/what-else-should-you-know-about-llm-agents What else should you know about LLM agents? | LaBRI LLM agents are an AI language model that enables language processing, comprehension, and generation (such as ChatGPT). what else you know about llm agents https://www.truefoundry.com/blog/autodeploy-llm-agent-to-for-genai-deployments Auto-Deploy LLM Agents for Production GenAI Workloads Practical guide to autodeploy llm agent to for genai deployments, with setup steps, architecture decisions, and production best practices. llm agents for production auto deploy genai https://www.ycombinator.com/launches/LPK-laminar-developer-platform-to-ship-reliable-llm-agents-10x-faster Launch YC: Laminar - Developer platform to ship reliable LLM agents 10x faster | Y Combinator Combining orchestration, evals, data, and observability into a single platform. launch yc developer platform llm agents laminar ship https://csitcp.com/abstract/14/1410csit03 Comments Analysis in Social Media based on LLM Agents This paper presents an online tool that automatically filters comments on YouTube based on agents built with Large Language Models (LLMs). We designed and... in social media based on llm agents comments analysis https://www.feedbacksurveyreview.com/optimizing-llm-agents-for-strategic-bargaining-via-utility-based-feedbackemergent-bargaining-capabilities-in-llm-agents-with-utility-based-feedbackstrategic-bargaining-using-optimized-llm-agents-and/ Optimizing LLM Agents for Strategic Bargaining via Utility-based Feedback Emergent Bargaining... Dec 8, 2025 - Large language models (LLMs) excel at language tasks but struggle with strategic bargaining. This article addresses this gap by proposing a method to optimize... llm agents optimizing strategic bargaining via https://www.nec-labs.com/blog/tag/llm-agents/ llm agents Archives | NEC Labs America Read our posts about LLM Agents, components that leverage the reasoning and language capabilities of LLMs to perform distinct but cooperative roles. llm agents archives nec labs america https://scipapermill.com/2025/11/10/image-segmentation-redefined-kans-llm-agents-and-physics-driven-precision-in-medical-ai/ Image Segmentation Redefined: KANs, LLM Agents, and Physics-Driven Precision in Medical AI Dec 28, 2025 - Latest 50 papers on image segmentation: Nov. 10, 2025 image segmentation llm agents medical ai redefined kans https://topmostads.com/2025/08/20/context-engineering-llm-agents-reliable-ai/ Context Engineering for LLM Agents: Key to Reliable AI Systems - Topmost Ads Aug 20, 2025 - The promise of Large Language Model (LLM) agents has captivated the AI community, yet the journey from conceptualization to reliable, production-grade systems context engineering for llm reliable ai agents key https://tldr.takara.ai/p/2509.25248 BuildBench: Benchmarking LLM Agents on Compiling Real-World Open-Source Software | Takara TLDR Automatically compiling open-source software (OSS) projects is a vital, labor-intensive, and complex task, which makes it a good challenge for LLM Agents. Ex... open source software llm agents real world buildbench benchmarking https://neo4j.com/blog/genai/from-identity-vacuum-to-identity-driven-access-control-securing-llm-agents-in-the-enterprise/ From Identity Vacuum to Identity Driven Access Control: Securing LLM Agents in the Enterprise Apr 29, 2026 - Image generated from Gemini Enterprise AI is moving at lightning speed. Teams are connecting LLMs to internal databases, knowledge graphs, document stores, and... in the enterprise access control llm agents identity vacuum https://www.rohan-paul.com/p/openais-function-calling-strategy OpenAI's Function Calling Strategy for LLM Agents - Efficiency, Accuracy, and Scalability Browse all previoiusly published AI Tutorials here.I write everyday for my readers on actionable AI. function calling for llm openai strategy agents https://groovesquid.com/paper/summary-of-artificial-leviathan-exploring-social-evolution-of-llm-agents-through-the-lens-of-hobbesian-social-contract-theory-by-gordon-dai-et-al/ Summary of Artificial Leviathan: Exploring Social Evolution Of Llm Agents Through the Lens Of... Jul 13, 2025 - Artificial Leviathan: Exploring Social Evolution of LLM Agents Through the Lens of Hobbesian Social Contract Theory by Gordon Dai, Weijia Zhang, Jinhan Li, Siqi through the lens llm agents summary artificial leviathan https://community.arize.com/x/discussions/76ygmonogv56/evaluating-llm-agents-key-insights-and-performance Evaluating LLM Agents: Key Insights and Performance Tips | Arize AI Community Are LLM agents just a gimmick? How do you evaluate the performance of complex router-based AI architectures? Join us at the top of the hour... llm agents key insights performance tips arize ai evaluating https://liner.com/review/look-back-to-reason-forward-revisitable-memory-for-longcontext-llm Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents [Quick Review] Regarding this ICLR 2026 paper, this review summarizes ReMemR1, a memory-augmented LLM agent for long-context question answering with selective recall. look back long context llm agents quick review reason https://ai.updf.com/paper-detail/watch-out-for-your-agents-investigating-backdoor-threats-to-llm-yang-bi-072d387ad3436f97bce984066c53c1b2e77b1ad9 Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents This work forms a general framework of agent backdoor attacks, then presents a thorough analysis of different forms of agent backdoor attacks, and implements... watch out for your agents investigating backdoor https://anderson.ae/courses/enterprise-genai-ai-agents-mastering-llm-and-rag-for-productivity Enterprise GenAI & AI Agents: Mastering LLM and RAG for Productivity Training Course ai agents for productivity training course enterprise genai https://awesomeagents.ai/leaderboards/jailbreak-red-team-leaderboard/ LLM Jailbreak and Red-Team Resistance Leaderboard | Awesome Agents Apr 19, 2026 - Rankings of 14 frontier LLMs by adversarial robustness - how well they resist jailbreaks, prompt injection, and harmful-behavior elicitation across HarmBench,... llm jailbreak red team awesome agents resistance leaderboard