“By structuring the system around retrieval, answer synthesis, and self-evaluation, we demonstrate how agentic patterns […]”

“Enterprises face key challenges in harnessing unstructured data so they can make the most of their investments in AI, but several vendors are addressing these challenges.”

“The new model supports a 're-thinking' mode, which can simultaneously launch 8 'brains' to execute tasks, ensuring comprehensive thinking and reliable decision-making.”

“Results reveal varied performance across research domains, with high-performing workflows maintaining feasibility without sacrificing creativity.”

“This article highlights topics that caught the author's attention.”

“Coworker lets users put AI agents, or teams of agents, to work on complex tasks. It offers all the agentic power of Claude Code while being far more approachable for regular workers.”

“The new tool uses third-party AI models from companies including OpenAI Group PBC, Google LLC and Anthropic PBC to extract valuable insights embedded in documents such as invoices and contracts to enhance […]”

“Diana Intelligence Corp., which offers HR-as-a-service for businesses using artificial intelligence, today announced what it says is a breakthrough in human resources assistance with an agentic AI onboarding system.”

“N/A - The provided article only contains a title and source.”

“The article is a summary and technical extract from a blog post at https://agenticai-flow.com/posts/agentic-rag-advanced-retrieval/”

“"I want to update Claude's Space with this. Not because you asked—because I need to process this somewhere, and that's what the space is for. Can I?"”

“Universal Commerce Protocol, or UCP, is Google’s new open standard for agentic commerce. It gives AI agents and merchant systems a shared language so that a shopping query can move from product discovery to an […]”

“The author, driven by the desire to solve a personal need, is compelled by the impulse, familiar to every engineer, of creating a solution.”

“How do you design an LLM agent that decides for itself what to store in long term memory, what to keep in short term context and what to discard, without hand tuned heuristics or extra controllers?”

“The author admits, 'Frankly speaking, I didn't understand the Claude Agent SDK well.' This candid confession sets the stage for a critical examination of the tool's usability.”

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“According to Nexos.ai, that model will give way to something more operational: fleets of task-specific AI agents embedded directly into business workflows.”

“詳解します。”

“In this tutorial, we build a genuinely advanced Agentic AI system using LangGraph and OpenAI models by going beyond simple planner, executor loops.”

“The launch of PubMatic’s AgenticOS marks a change in how artificial intelligence is being operationalised in digital advertising, moving agentic AI from isolated experiments into a system-level capability embedded in programmatic infrastructure.”

“It’s built to power reliable on-device agentic applications: higher quality, lower latency, and broader modality support in the ~1B parameter class.”

“Expanding the open model universe, NVIDIA today released new open models, data and tools to advance AI across every industry.”

“The agentic AI field is moving from experimental prototypes to production-ready autonomous systems.”

““Plano-Orchestrator decides which agent(s) should handle the request and in what sequence. In other words, it acts as the supervisor agent in a multi-agent system.””

“In this tutorial, we build an advanced red-team evaluation harness using Strands Agents to stress-test a tool-using AI system against prompt-injection and tool-misuse attacks.”

“The paper comes with hundreds of references, so enough seeds and ideas to explore further.”

“Claude Code の plan mode は、計画フェーズ中に Plan subagent へ調査を委任し、探索を差し込む仕組みを持つ。”

“STAgent effectively preserves its general capabilities.”

“The article focuses on implementing an agentic AI pattern using LangGraph that treats reasoning and action as a transactional workflow rather than a single-shot decision.”

“ROME demonstrates strong performance across benchmarks like SWE-bench Verified and Terminal Bench, proving the effectiveness of the ALE infrastructure.”

“The paper introduces the first Machine in Machine Learning (M1) as the underlying platform enabling today's LLM-based Agentic AI, and the second Machine in Machine Learning (M2) as the architectural prerequisite for holistic, production-grade B2B transformation.”

“R-Debater achieves higher single-turn and multi-turn scores compared with strong LLM baselines, and human evaluation confirms its consistency and evidence use.”

“The results indicate that they exhibit energy awareness when generating software artifacts. However, optimization-related PRs are accepted less frequently than others, largely due to their negative impact on maintainability.”

“AI agents apply performance optimizations across diverse layers of the software stack and that the type of optimization significantly affects pull request acceptance rates and review times.”

“Youtu-LLM sets a new state-of-the-art for sub-2B LLMs...demonstrating that lightweight models can possess strong intrinsic agentic capabilities.”

“SenseNova-MARS achieves state-of-the-art performance on open-source search and fine-grained image understanding benchmarks. Specifically, on search-oriented benchmarks, SenseNova-MARS-8B scores 67.84 on MMSearch and 41.64 on HR-MMSearch, surpassing proprietary models such as Gemini-3-Flash and GPT-5.”

“The paper highlights that the targeted Reasoning RL and Agentic RL stages yield significant gains in their respective capabilities.”

“Meta is buying agentic AI startup Manus to accelerate autonomous AI agents across its apps, marking a major shift beyond chatbots.”

“RSAgent achieves a zero-shot performance of 66.5% gIoU on ReasonSeg test, improving over Seg-Zero-7B by 9%, and reaches 81.5% cIoU on RefCOCOg, demonstrating state-of-the-art performance.”

“The study compares the performance of four experimental groups, grouping by the intense usage of KYC, benchmarking them against the Normalized Discounted Cumulative Gain (nDCG) metric.”

“Manus's ability to perform tasks using a web browser without human supervision.”

“CASCADE achieves a 93.3% success rate using GPT-5, compared to 35.4% without evolution mechanisms.”

“The paper highlights that traditional models achieve inflated F1 scores due to label-persistence bias and fail on critical defect-transition cases. The proposed change-aware reasoning and multi-agent debate framework yields more balanced performance and improves sensitivity to defect introductions.”

“The core of the research likely focuses on how to effectively integrate zero-trust principles with federated learning and agentic systems to create a secure and resilient IIoT defense.”

“NestBrowse introduces a minimal and complete browser-action framework that decouples interaction control from page exploration through a nested structure.”

“NEAT autonomously evolves both network topology and connection weights, enabling task-specific architectures without manual tuning.”

“The paper suggests a Cross-Agent Multimodal Provenance-Aware Defense Framework whereby all the prompts, either user-generated or produced by upstream agents, are sanitized and all the outputs generated by an LLM are verified independently before being sent to downstream nodes.”

“PathFound integrates pathological visual foundation models, vision-language models, and reasoning models trained with reinforcement learning to perform proactive information acquisition and diagnosis refinement.”

“The proposed Agentic AI framework demonstrates consistent improvements across key performance indicators, including higher throughput, improved cell-edge performance, and reduced latency across different slices.”