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Editorial 17/08/2026

The Unruly Interior: AI's Hidden Complexity Demands a New Engineering Paradigm

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Editorial Analysis

Articles analyzed

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Inducing Reward-Free Judging Rubrics that Reduce Over-Crediting in Agent Evaluation

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Depth-Aware Sensitivity Analysis of Mixture-of-Experts Models via Magnitude-Based Expert Masking

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Modular Cognitive Architecture Emerges in Large Language Models

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AI Evaluation Should Work With Humans

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Cross-Disciplinary Taxonomy and Modeling of Misunderstanding Generation, Amplification, and Detection, from Pragmatics to AI Agents

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Active Perception for Embodied Disambiguation

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A Year in LLM Serving: Workload Evolution, Caching and Load-Balancing

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Agentao: A Governed Local-First Runtime for Tool-Using LLM Agents

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Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors

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Measuring Cross-Task Behavioral Consistency in Language Model Agents
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