एजेंटिक एआई उन एआई प्रणालियों को संदर्भित करता है जो प्रत्येक निर्णय बिंदु पर मानवीय हस्तक्षेप की आवश्यकता के बिना धारणा, योजना, उपकरण उपयोग और आत्म-सुधार लूप के माध्यम से पुनरावृति करके स्वायत्त रूप से बहु-चरणीय लक्ष्यों का पीछा करती हैं - यह एकल-मोड़ प्रॉम्प्ट-रिस्पॉन्स मॉडल से एक संरचनात्मक प्रस्थान है, जो ऐसी वास्तुकलाओं की ओर है जो जटिल उद्देश्यों को उपकार्यों में विभाजित करती हैं, बाहरी वातावरण के खिलाफ कार्रवाई निष्पादित करती हैं, परिणामों का मूल्यांकन करती हैं, और तदनुसार योजनाओं को संशोधित करती हैं।
विहित एजेंटिक वास्तुकला एक बड़े भाषा मॉडल के तर्क कोर को एक उपकरण रजिस्ट्री — वेब ब्राउज़र, कोड दुभाषिए, एपीआई क्लाइंट, फ़ाइल सिस्टम, डेटाबेस इंटरफ़ेस — और एक मेमोरी वास्तुकला के साथ जोड़ती है जो अल्पकालिक कार्य संदर्भ, पिछली कार्रवाइयों के प्रासंगिक रिकॉर्ड और पुनर्प्राप्त दीर्घकालिक ज्ञान को फैलाती है, जिससे एजेंट विस्तारित अंतःक्रिया क्षितिजों पर सुसंगत लक्ष्य प्राप्ति बनाए रख पाता है जो किसी भी एकल संदर्भ विंडो से अधिक होते हैं। मल्टी-एजेंट कॉन्फ़िगरेशन इसे और आगे बढ़ाते हैं, उपकार्यों को एक ऑर्केस्ट्रेटर द्वारा समन्वित विशेष एजेंटों में वितरित करते हैं, जिससे इंटर-एजेंट संचार प्रोटोकॉल, परिणाम एकत्रीकरण और संघर्ष समाधान को अतिरिक्त वास्तुशिल्प चिंताओं के रूप में प्रस्तुत करते हैं।
The publications and patents indexed below address planning algorithms, tool use architectures, memory systems, multi-agent coordination protocols, agent evaluation benchmarks, and safety constraint के तरीके.
यह एजेंटिक एआई पर अंग्रेजी में दुनिया भर के प्रकाशनों और पेटेंट का हमारा नवीनतम चयन है, जो कई वैज्ञानिक ऑनलाइन पत्रिकाओं के बीच है, और एजेंटिक एआई, एआई एजेंट, स्वायत्त एआई एजेंट, मल्टी-एजेंट सिस्टम, एआई एजेंट ऑर्केस्ट्रेशन, एजेंट प्लानिंग लूप, रिएक्ट एजेंट, चेन-ऑफ-थॉट प्लानिंग, टूल-यूजिंग एआई एजेंट, फंक्शन कॉलिंग एआई, एआई एजेंट मेमोरी, लॉन्ग-टर्म एजेंट मेमोरी, एपिसोडिक एजेंट मेमोरी, एजेंट वर्किंग मेमोरी, एआई एजेंट टास्क डीकंपोजिशन, पदानुक्रमित एजेंट प्लानिंग, एआई एजेंट सेल्फ-करेक्शन, एआई एजेंट रिफ्लेक्शन, एआई एजेंट मूल्यांकन, एजेंट रिवॉर्ड शेपिंग, एआई एजेंट सैंडबॉक्सिंग, एजेंट सेफ्टी गार्डरेल्स, मल्टी-एजेंट कोऑर्डिनेशन, एजेंट कम्युनिकेशन प्रोटोकॉल, एआई एजेंट टूल रजिस्ट्री, कोड-एग्जीक्यूटिंग एजेंट, वेब-ब्राउजिंग एजेंट, रिट्रीवल-ऑगमेंटेड एजेंट, एजेंट बेंचमार्क मूल्यांकन और ह्यूमन-इन-द-लूप एजेंट पर वर्गीकृत और केंद्रित है।
Ai agent for core network
Patent published on the 2026-10-15 in WO under Ref WO2026213740 by NOKIA TECH OY [FI] (Gajic Borislava [de], Sun Shu Qiang [cn], Abdelkader Abdelrahman [de], Khatibi Sina [de], Schirilla Achill Andreas [de])
Abstract: Example embodiments of the present disclosure are directed to artificial intelligence (AI) agent for core network. A first network entity receives, from a second network entity or an apparatus, a request originated from the apparatus for an agentic service. The first, second network entities and the apparatus implement an AI agent. The first network entity determines a plan for the agentic service at least based on capability information of at least one device. The plan is associated with one or[...]
Our summary: An AI agent for core networks processes requests for agentic services. It determines a service plan based on device capabilities and executes associated tasks. The execution status is communicated back to the requesting entity.
AI agent, core network, agentic service, execution status
Patent
Ai agent and generative ai-based b2b solution comparison, recommendation, and deployment automation system and method
Patent published on the 2026-10-08 in WO under Ref WO2026212264 by IMPACT FLOW INC [KR] (Ryu Hyokwon [kr])
Abstract: Disclosed is a B2B solution deployment automation apparatus and a method that use an AI agent and a generative AI model to generate user requirement-based B2B solution recommendations and comparison reports, and furthermore, automatically orchestrate a deployment process such as integration configuration, API connection, and data migration, and provide operational optimization feedback through calculation of performance, cost, and security indices.[...]
Our summary: The system automates B2B solution deployment using an AI agent and generative AI model. It generates user requirement-based recommendations and comparison reports. The method also orchestrates integration, API connections, and data migration while providing optimization feedback.
B2B solutions, AI agent, generative AI, deployment automation
Patent
Secured distributed network context management for ai agent
Patent published on the 2026-10-08 in WO under Ref WO2026209409 by NOKIA TECH OY [FI] (Aggarwal Chaitanya [de], Gajic Borislava [de], Tang Haitao [fi], Mishra Rajendrakumar Premnarayan [in])
Abstract: Example embodiments of the present disclosure are directed to secured distributed network context management for an artificial intelligence (AI) agent. A method comprises verifying, based on a context distribution policy associated with a second apparatus comprised in the at least one apparatus, that a network context is authorized to be provided to the second apparatus, wherein the context distribution policy indicates identifier information of the second apparatus and an indication of a networ[...]
Our summary: The method verifies network context authorization based on a context distribution policy. It identifies the second apparatus and the allowed network context. The authorized context is transmitted to the second apparatus for a generative AI agent.
secured distributed network, context management, artificial intelligence, policy verification
Patent
Collaborative and cooperative processing method for tasks in wireless network system, wireless network system, electronic device and computer program
Patent published on the 2026-10-08 in WO under Ref WO2026208347 by ZTE CORP [CN] (Yang Li [cn], Sun Wenwen [cn], Xie Feng [cn])
Abstract: Provided in the embodiments of the present disclosure are a collaborative and cooperative processing method for tasks in a wireless network system, a wireless network system, an electronic device and a computer program product, wherein the method is applied to a network element node, a communication-computing service layer and an AI agent (AA) task layer being deployed on the network element node, and the AA task layer comprising one or more AA functional entities. The method comprises: the AA t[...]
Our summary: The method enables collaborative processing for tasks in a wireless network system. It involves interaction between an AI agent task layer and a communication-computing service layer. This approach addresses efficient cooperation between different network element nodes across various vendors.
collaborative processing, wireless network, AI agents, task cooperation
Patent
System and method for accelerating operations of an ai agent on a digital interface
Patent published on the 2026-10-08 in US under Ref US20260311007 by EVINCED INC [US] (Synett Yossi [il], Moav Gal [il], Thadani Navin R [us], Or Evyatar Yaakov [il], Hakman Tair [il], Orgil Kfir Yehuda [il], Bracha Ben [il])
Abstract: [0000] The method and system for accelerating operations of an AI agent is presented. The method includes receiving, by a first AI agent, a task to be performed on at least one digital interface based on a natural language request from a client device; extracting, by the first AI agent, at least one learned skill to be used by the first AI agent for completing the task based on accessibility semantics of at least one component of the at least one digital interface, wherein learned skills are cap[...]
Our summary: The system accelerates AI agent operations on digital interfaces. It involves receiving tasks from client devices and extracting learned skills based on accessibility semantics. The AI agent completes tasks using these skills effectively.
AI agent, digital interface, natural language processing, learned skills
Patent
Novel edge-based multi-agent system for real-time data validation and quality grading
Patent published on the 2026-10-08 in US under Ref US20260312968 by PARA RAGHU KUL THILAK [CA] (Para Raghu Kul Thilak [ca])
Abstract: [0000] present invention relates to an edge-based multi-agent data validation system that executes specialized checks (schema, domain, semantic, anomaly) on incoming data streams in near real time. A coordinator module aggregates validation outputs and assigns a quality tier label (bronze, silver, or gold) to each data unit. This immediate classification prevents contaminated data from infiltrating downstream pipelines, thereby reducing bandwidth usage and storage overhead. Agents autonomously a[...]
Our summary: The invention presents an edge-based multi-agent system for real-time data validation. It performs specialized checks on incoming data streams and assigns quality tier labels. The system enhances data integrity and reduces resource usage in distributed environments.
multi-agent system, data validation, real-time processing, edge computing
Patent
A Scoping Review
Published on 2026-02-01 by Jonathan Gibson, Praveen Chinniah, Shashank Chapala, Ojasvi Vemuri, Rajesh Botchu @MDPI
Abstract: Objectives: Artificial intelligence (AI) is a transformative development in the field of medicine. In the field of musculoskeletal radiology, agentic AI is a technology that could flourish, but currently, the limited evidence base is fragmented and sparse, and we present a scoping review of it. Methods: Parallel searches were conducted in four databases: PubMed, Embase, Scopus, and Web of Science. Search terms included all agentic AI and autonomous AI agents, as well as radiology. All papers und[...]
Our summary: This scoping review evaluates the potential of agentic AI in musculoskeletal radiology. It identifies eleven relevant studies highlighting improved decision support, workflow optimization, and image analysis. Despite promising findings, the evidence base remains limited and theoretical.
AI in Radiology, Musculoskeletal Imaging, Workflow Optimization, Decision Support
Publication
A Novel Security Index for Assessing Information Systems in Industrial Organizations Using Web Technologies and Fuzzy Logic
Published on 2026-01-29 by Sulieman Khaddour, Fares Abu-Abed, Valery Bogatikov @MDPI
Abstract: Industrial information systems based on web technologies (ISOWT) face escalating security challenges, particularly in critical sectors such as energy. Traditional qualitative security assessments often lack the ability to deliver actionable, real-time insights for managing complex, dynamic threats. This paper proposes a novel security index for evaluating ISOWT in industrial organizations by integrating fuzzy logic, metric-based evaluation, fuzzy Markov chains, and multi-agent systems. The propo[...]
Our summary: This paper introduces a novel security index for evaluating industrial information systems using web technologies and fuzzy logic. It quantifies deviations from an ideal safety center, enabling early risk detection and proactive mitigation. The methodology shows significant improvements in security metrics and outperforms existing assessment techniques.
Security Index, Fuzzy Logic, Information Systems, Web Technologies
Publication
