Chain of News
Editorial 24/07/2026

The Unseen Architecture of AI: From Guardrails to Graph RAG, Control is the Core Challenge

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Editorial Analysis

Articles analyzed

TechCrunch AI

How AI guardrails are impeding the work of offensive cybersecurity researchers

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Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment

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Beyond Tracking or Shortcut: Composition-Bounded Predictive States in Poker Autoregressive Models

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Spectral-LSH: Sub-Quadratic Prompt Compression via Krylov-Projected Locality-Sensitive Hashing

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Rethinking Uncertainty Evaluation in Large Language Models

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Geometry-Guided Constraint Learning for LLM Safety Classification

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Logic-Guided Data Extraction with Answer Set Programming and Large Language Models

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GraphContainer: A Unified Platform for Comparing and Debugging Graph RAG Methods

 ArXiv cs.AI

NEXUS: Structured Runtime Safety for Tool-Using LLM Agents

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FineServe: A Fine-Grained Dataset and Characterization of Global LLM Serving Workloads
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