This page shows the most relevant public items for Agentic AI, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Paper • May 15, 2025 • arXiv • Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee
This review critically distinguishes between traditional 'AI Agents' and the broader paradigm of 'Agentic AI', offering a structured conceptual taxonomy and application mapping. The authors argue t...
Paper • Feb 22, 2026 • bioRxiv • Folkers, A., Basile, I., Wicky, M.
Detecting remote protein homology across billions of sequences using high-dimensional embeddings is computationally prohibitive. We introduce an agentic approach that utilizes contrastive learning ...
Paper • Feb 12, 2026 • arXiv • Nenad Tomašev, Kevin R. McKee, Jack Rae, Iason Gabriel, Vukosi Marivate, Milind Tambe, Demis Hassabis, Charles Blundell
As advanced AI agents evolve beyond query-response models, their utility is increasingly defined by how effectively they can decompose complex objectives and delegate sub-tasks. We propose an adapt...
Paper • Jan 19, 2026 • arxiv.org • Chen et al.
Despite recent advancements in Large Language Models (LLMs), complex Software Engineering (SE) tasks require more collaborative and specialized approaches. This concept paper systematically reviews...
Paper • Feb 28, 2026 • arXiv • Jiangping Huang, Wenguang Ye, Weisong Sun, Jian Zhang, Mingyue Zhang, Yang Liu
While LLMs excel at generating initial code snippets, they struggle immensely with resolving complex runtime errors. TraceCoder introduces a multi-agent framework that utilizes actual execution tra...
Blog • Jan 25, 2026 • Medium • Mia T. Wong
In a quest for ultimate productivity Wong handed full read and write access of her personal calendar to an autonomous system tasked with optimizing her time. This hilarious cautionary tale document...
Paper • Jan 5, 2026 • arXiv • Susan Athey, Michael I. Jordan
As autonomous systems are deployed to negotiate contracts and execute high frequency trades they form a complex decentralized digital economy. This paper applies advanced game theory to analyze the...
Paper • Feb 25, 2026 • arXiv • Ling Chen, Yonggan Fu, Song Han
The deployment of personal digital assistants is severely hindered by the privacy risks associated with uploading sensitive personal data to centralized cloud environments. We propose a federated f...
Paper • Dec 1, 2025 • arXiv • Susan Athey, Michael I. Jordan
As Agentic AI systems are deployed to autonomously negotiate contracts, manage supply chains, and execute high-frequency trades, they form a complex, decentralized digital economy. This paper appli...
Blog • Feb 20, 2026 • CIO • EJ Strat
The defining challenge of 2026 is no longer whether AI can participate in engineering, but how deliberately organizations design for it. This post argues that agentic AI is structurally different b...
Paper • Feb 16, 2026 • arXiv • MiniMax Research Team
Training agents for industrial-scale deployment requires extreme stability and data throughput. We present Minimax M2.5, a model trained using a novel asynchronous RL architecture designed to proce...
Blog • Feb 17, 2026 • Medium • Bojan Ciric
In 2026, the success of an AI agent is no longer determined by the size of its underlying language model, but by the quality of its context. This post argues that most agent failures are actually c...
Blog • Feb 18, 2026 • Medium • Angel Llosa
Getting a team to effectively integrate AI agents into their daily work is the real challenge of 2026. This post explores the gap between management expectations (where 96% expect productivity gain...
Blog • Feb 13, 2026 • Medium • Marina Wyss
As we enter mid-February 2026, the 'agentic loop' is tightening. Companies are moving away from single-agent pilots toward complex 'swarms'—structures where hundreds of specialized sub-agents coord...
Book • Jan 23, 2026 • Packt • Ali Arsanjani, Juan Pablo Bustos
This book focuses on architectural patterns for designing scalable multi-agent systems in enterprise environments. It covers GenAI integration, RAG pipelines, orchestration, and governance practice...
Blog • Jan 29, 2026 • Medium • Sarah Jenkins
Founders are discovering a painful truth in early 2026 regarding the hidden costs of autonomous reasoning loops. Jenkins explores how infinite loops and constant reflection cycles are driving cloud...
Blog • Jan 30, 2026 • Medium • Dr. Anya Petrova
As models transition from passive generators to autonomous actors users must undergo a psychological shift from programmers to managers. Dr. Petrova explores the cognitive friction users experience...
Blog • Jan 18, 2026 • Medium • Mark S. Davidson
The era of frustrating decision trees has ended replaced by fully autonomous resolution engines in 2026. This article explores how companies are deploying these systems not just to answer queries b...
Blog • Feb 12, 2026 • Medium • Aris Thorne
The financial sector is undergoing a rapid transition from predictive analytics to autonomous execution in early 2026. This article explores how digital workers are now independently managing corpo...
Blog • Feb 9, 2026 • Medium • Jonathan Fulton
From OpenClaw to Google's Auto Browse, the 'Agentic Era' has officially arrived with a 327% surge in consumer adoption this month. We analyze why personal agents are finally sticking—shifting from ...
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