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Researchers map the architecture of autonomous AI agents

A new review in Artificial Intelligence Review synthesizes 107 studies to define a unified five-module architecture for autonomous agents. The framework includes profile, memory, planning, action, and security components to standardize how these systems are described. The authors found that integrating domain knowledge and using role specialization significantly improves agent performance across various applications. However,…

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MIT researchers develop self-assembling neural networks

A team from MIT demonstrated that neural networks can form useful learning circuits from random connections using local plasticity rules. The study, published in the Proceedings of the National Academy of Sciences, introduces a framework called Self-Assembling Learning. The resulting networks achieved performance similar to those trained with backpropagation on image classification tasks. This approach…

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CISA mandates urgent patches for exploited Plex and Siemens flaws

The U.S. Cybersecurity and Infrastructure Security Agency added four vulnerabilities to its Known Exploited Vulnerabilities catalog, including a set of flaws in Plex Media Server known as Plex2Shell. Security researchers reported that threat actors are chaining these issues to deploy cryptocurrency miners and proxy malware without authentication. CISA also flagged a DLL sideloading bug in…

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Federal debt service costs reach record high

The U.S. Treasury reported that debt-service spending hit a record $1.36 trillion for fiscal year 2026. The fiscal deficit expanded to $1.99 trillion as government spending reached $7.40 trillion, exceeding record tax receipts of $5.40 trillion. This increase in borrowing has added pressure to long-term Treasury bond prices, with the iShares 20+ Year Treasury Bond…

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