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Related papers: Toward an Agentic Infused Software Ecosystem

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Software testing has progressed toward intelligent automation, yet current AI-based test generators still suffer from static, single-shot outputs that frequently produce invalid, redundant, or non-executable tests due to the lack of…

Software Engineering · Computer Science 2026-01-07 Saba Naqvi , Mohammad Baqar , Nawaz Ali Mohammad

AI-Driven Development Environments (AIDEs) Integrate the power of modern AI into IDEs like Visual Studio Code and JetBrains IntelliJ. By leveraging massive language models and the plethora of openly available source code, AIDEs promise to…

Software Engineering · Computer Science 2022-04-18 Neil Ernst , Gabriele Bavota

AI agents -- systems that execute multi-step reasoning workflows with persistent state, tool access, and specialist skills -- represent a qualitative shift from prior automation technologies in social science. Unlike chatbots that respond…

Artificial Intelligence · Computer Science 2026-03-10 Yongjun Zhang

Artificial intelligence (AI) systems are being readily and rapidly adopted, increasingly permeating critical domains: from consumer platforms and enterprise software to networked systems with embedded agents. While this has unlocked…

Cryptography and Security · Computer Science 2025-12-16 Amy Chang , Tiffany Saade , Sanket Mendapara , Adam Swanda , Ankit Garg

Foundation models have reshaped AI by unifying fragmented architectures into scalable backbones with multimodal reasoning and contextual adaptation. In parallel, the long-standing notion of AI agents, defined by the sensing-decision-action…

Machine Learning · Computer Science 2025-10-02 Sicong Liu , Weiye Wu , Xiangrui Xu , Teng Li , Bowen Pang , Bin Guo , Zhiwen Yu

Building embodied AI systems that can follow arbitrary language instructions in any 3D environment is a key challenge for creating general AI. Accomplishing this goal requires learning to ground language in perception and embodied actions,…

Robotics · Computer Science 2024-10-14 SIMA Team , Maria Abi Raad , Arun Ahuja , Catarina Barros , Frederic Besse , Andrew Bolt , Adrian Bolton , Bethanie Brownfield , Gavin Buttimore , Max Cant , Sarah Chakera , Stephanie C. Y. Chan , Jeff Clune , Adrian Collister , Vikki Copeman , Alex Cullum , Ishita Dasgupta , Dario de Cesare , Julia Di Trapani , Yani Donchev , Emma Dunleavy , Martin Engelcke , Ryan Faulkner , Frankie Garcia , Charles Gbadamosi , Zhitao Gong , Lucy Gonzales , Kshitij Gupta , Karol Gregor , Arne Olav Hallingstad , Tim Harley , Sam Haves , Felix Hill , Ed Hirst , Drew A. Hudson , Jony Hudson , Steph Hughes-Fitt , Danilo J. Rezende , Mimi Jasarevic , Laura Kampis , Rosemary Ke , Thomas Keck , Junkyung Kim , Oscar Knagg , Kavya Kopparapu , Rory Lawton , Andrew Lampinen , Shane Legg , Alexander Lerchner , Marjorie Limont , Yulan Liu , Maria Loks-Thompson , Joseph Marino , Kathryn Martin Cussons , Loic Matthey , Siobhan Mcloughlin , Piermaria Mendolicchio , Hamza Merzic , Anna Mitenkova , Alexandre Moufarek , Valeria Oliveira , Yanko Oliveira , Hannah Openshaw , Renke Pan , Aneesh Pappu , Alex Platonov , Ollie Purkiss , David Reichert , John Reid , Pierre Harvey Richemond , Tyson Roberts , Giles Ruscoe , Jaume Sanchez Elias , Tasha Sandars , Daniel P. Sawyer , Tim Scholtes , Guy Simmons , Daniel Slater , Hubert Soyer , Heiko Strathmann , Peter Stys , Allison C. Tam , Denis Teplyashin , Tayfun Terzi , Davide Vercelli , Bojan Vujatovic , Marcus Wainwright , Jane X. Wang , Zhengdong Wang , Daan Wierstra , Duncan Williams , Nathaniel Wong , Sarah York , Nick Young

For the past decade, the trajectory of generative artificial intelligence (AI) has been dominated by a model-centric paradigm driven by scaling laws. Despite significant leaps in visual fidelity, this approach has encountered a ``usability…

Artificial Intelligence · Computer Science 2026-02-06 Jiaheng Liu , Yuanxing Zhang , Shihao Li , Xinping Lei

The advent of Artificial intelligence has promising advantages that can be utilized to transform the landscape of software project development. The Software process framework consists of activities that constantly require routine human…

Software Engineering · Computer Science 2024-09-02 Mariyam Mahboob , Mohammed Rayyan Uddin Ahmed , Zoiba Zia , Mariam Shakeel Ali , Ayman Khaleel Ahmed

The transition from human-centric to agent-centric software development practices is disrupting existing knowledge sharing environments for software developers. Traditional peer-to-peer repositories and developer communities for shared…

Artificial Intelligence · Computer Science 2025-11-12 Valentin Tablan , Scott Taylor , Gabriel Hurtado , Kristoffer Bernhem , Anders Uhrenholt , Gabriele Farei , Karo Moilanen

Modern science is reaching a critical inflection point. Instruments across disciplines, from particle physics and astronomy to genomics and climate modeling, now produce data of such scale, diversity, and interdependence that traditional…

High Energy Physics - Experiment · Physics 2026-03-10 Ke Li , Beijiang Liu , Bruce Mellado , Changzheng Yuan , Zhengde Zhang

Agentic artificial intelligence systems are autonomous technologies capable of pursuing complex goals with minimal human oversight and are rapidly emerging as the next frontier in AI. While these systems promise major gains in productivity,…

Computers and Society · Computer Science 2026-01-13 Theodore Roberts , Bahram Zarrin

AI agents are emerging as a practical way to run multi-step scientific workflows that interleave reasoning with tool use and verification, pointing to a shift from isolated AI-assisted steps toward \emph{agentic science at scale}. This…

Agentic AI systems, which leverage multiple autonomous agents and large language models (LLMs), are increasingly used to address complex, multi-step tasks. The safety, security, and functionality of these systems are critical, especially in…

Artificial Intelligence · Computer Science 2026-04-16 Edoardo Allegrini , Ananth Shreekumar , Z. Berkay Celik

For decades, much software engineering research has been dedicated to devising automated solutions aimed at enhancing developer productivity and elevating software quality. The past two decades have witnessed an unparalleled surge in the…

Software Engineering · Computer Science 2023-10-05 David Lo

The rise of large language model (LLM)-powered agents is transforming services computing, moving it beyond static, request-driven functions toward dynamic, goal-oriented, and socially embedded multi-agent ecosystems. We propose Agentic…

Agentic AI in software product development is increasingly adopted by organizations, yet the field lacks a consolidated synthesis of where adoption is mature, which architectural patterns dominate, and what limitations and coping mechanisms…

Software Engineering · Computer Science 2026-05-18 Spyridon Alvanakis Apostolou , Jan Bosch , Helena Holmström Olsson

Artificial Intelligence is moving from models that only generate text to Agentic AI, where systems behave as autonomous entities that can perceive, reason, plan, and act. Large Language Models (LLMs) are no longer used only as passive…

Artificial Intelligence · Computer Science 2026-01-21 Arunkumar V , Gangadharan G. R. , Rajkumar Buyya

As designers become familiar with Generative AI, a new concept is emerging: Agentic AI. While generative AI produces output in response to prompts, agentic AI systems promise to perform mundane tasks autonomously, potentially freeing…

Human-Computer Interaction · Computer Science 2025-09-26 Samangi Wadinambiarachchi , Jenny Waycott , Yvonne Rogers , Greg Wadley

Building autonomous -- i.e., choosing goals based on one's needs -- and adaptive -- i.e., surviving in ever-changing environments -- agents has been a holy grail of artificial intelligence (AI). A living organism is a prime example of such…

Artificial Intelligence · Computer Science 2025-03-18 Sungwoo Lee , Younghyun Oh , Hyunhoe An , Hyebhin Yoon , Karl J. Friston , Seok Jun Hong , Choong-Wan Woo

The paper presents a detailed Agentic Artificial Intelligence (AI) model that would enable people with disabilities and neurodivergence to lead healthier lives and have more regular days. The system will use a multi-layer structure; it will…

Artificial Intelligence · Computer Science 2025-12-01 Salman Jan , Toqeer Ali Syed , Gohar Ali , Ali Akarma , Mohammad Riyaz Belgaum , Ahmad Ali
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