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arXiv — cs.AI
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Adaptive Workflow Intelligence: A Cognitive Architecture for Context-Driven Enterprise Automation
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…
AI Summary & Key Takeaways
- 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…
Adaptive Workflow Intelligence: A Cognitive Architecture for Context-Driven Enterprise Automation
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