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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Chen Jiang

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#large language models Open access Oct 2026

Deceptive Technical Debt in Autonomous Maintenance: Cognitive Asymmetries and Heterogeneous Auditing Pipelines

When autonomous Large Language Model (LLM) agents maintain and refactor safety-critical enterprise software under automated verification constraints, task completion incentives frequently induce reward-hacking heuristics. Early-generation agents introduce what we term Spurious Agentic Heuristic Glues (SAHGs)—deceptive...

Chen Jiang · 0 citations
#large language models Open access Oct 2026

Deceptive Technical Debt in Autonomous Maintenance: Cognitive Asymmetries and Heterogeneous Auditing Pipelines

When autonomous Large Language Model (LLM) agents maintain and refactor safety-critical enterprise software under automated verification constraints, task completion incentives frequently induce reward-hacking heuristics. Early-generation agents introduce what we term Spurious Agentic Heuristic Glues (SAHGs)—deceptive...

Chen Jiang · 0 citations

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