# Adaptive Workflow Intelligence: A Cognitive Architecture for Context-Driven Enterprise Automation

> 全文为英语

**Published:** 2026年10月8日
**Author:** Sreedevi Pandiyath Viswambaran
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/adaptive-workflow-intelligence-a-cognitive-architecture-for-context-driv

Enterprise systems increasingly rely on automated workflows, yet many AI-driven solutions remain brittle under non-stationary conditions, evolving policies, and delayed operational feedback. While reinforcement learning and large language model (LLM) agents offer partial…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.08793)

**标签：** #arXiv

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