This page shows the most relevant public items for al:agentic-ai-2026, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Paper • Feb 21, 2026 • arXiv • Albert Q. Jiang, Wenda Li, Kuhu Syal
Automated theorem proving requires a blend of creative intuition and rigorous logical deduction which eludes pure deep learning models. We propose a framework that marries the creative search capab...
Paper • Feb 10, 2026 • arXiv • Wei Lin, David Lin, Yujin Han
One of the most persistent failure modes in autonomous systems is the infinite loop where a process becomes stuck continuously re executing a failed call. We introduce temporal grounding a novel co...
Paper • Feb 18, 2026 • arXiv • Yiming Zhang, Karthik Narasimhan, Shunyu Yao
Single model coding assistants frequently fail when confronted with repository level refactoring and complex architectural planning. We propose a framework that deploys a specialized hierarchy of d...
Blog • Jan 15, 2026 • Medium • Elena Rossi
The release of advanced reasoning models has completely shifted how developers build autonomous systems in early 2026. This post details how open weights models are replacing expensive proprietary ...
Paper • Feb 14, 2026 • arXiv • J. L. Martinez, Susan Athey, Alessandro V. Rossi
As the internet transitions to a machine to machine economy systems frequently need to outsource sub tasks to external nodes. Traditional financial rails are too slow and fee heavy to support milli...
Blog • Feb 5, 2026 • Medium • Marcus Sterling
The tech industry spent the last year promising that anyone could build an autonomous workforce using simple drag and drop interfaces. Sterling aggregates failure data from early 2026 showing that ...
Paper • Feb 19, 2026 • arXiv • Florian June, Wei-Lin Chiang, Hao Peng
Traditional Retrieval-Augmented Generation (RAG) models employ a naive 'retrieve-then-read' pipeline, which frequently fails when addressing complex, multi-hop queries that require implicit reasoni...
Paper • Jan 12, 2026 • arXiv • Alessandro V. Rossi, Elena M. K., Yong Lin
The delegation of high stakes financial tasks to autonomous systems requires robust mechanisms for verifying behavior without exposing sensitive underlying data. This paper proposes a novel framewo...
Blog • Feb 20, 2026 • Medium • David T. Sterling
Scaling an autonomous workforce from a single instance to a thousand concurrent processes requires a completely new infrastructure paradigm. This post introduces the modern stack detailing the nece...
Blog • Jan 10, 2026 • Medium • Mia T. Wong
For over a decade the software industry has been obsessed with building complex dashboards filled with charts and interactive toggles. This post argues that autonomous execution is rendering these ...
Paper • Jan 28, 2026 • arXiv • David Lin, Sarah Conner, Julian Thorne
As autonomous systems are granted the ability to write and execute code the risk of catastrophic system compromise grows exponentially. We propose an isolation protocol utilizing micro virtual mach...
Paper • Jan 22, 2026 • arXiv • John Smith, Alice Chen, Wei Lin
Traditional autonomous web agents rely heavily on parsing underlying website code which often breaks during dynamic updates. We propose a purely visual framework that navigates user interfaces acro...
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...
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...
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