Proposes four architectural patterns—Hybrid Affordance Integration, Adaptive Visual Anchoring, Visual Hierarchy Synthesis, and Semantic Scene Graph—to balance non-determinism and latency of foundation models with enterprise requirements for determinism and real-time performance.
Fundamentals of building autonomous LLM agents
2 Pith papers cite this work. Polarity classification is still indexing.
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The paper proposes a bidirectional continuum between LLMs and control systems, covering LLM-assisted controller design, control-based LLM steering, and state-space modeling of LLMs.
citing papers explorer
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A Pattern Language for Resilient Visual Agents
Proposes four architectural patterns—Hybrid Affordance Integration, Adaptive Visual Anchoring, Visual Hierarchy Synthesis, and Semantic Scene Graph—to balance non-determinism and latency of foundation models with enterprise requirements for determinism and real-time performance.
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When control meets large language models: From words to dynamics
The paper proposes a bidirectional continuum between LLMs and control systems, covering LLM-assisted controller design, control-based LLM steering, and state-space modeling of LLMs.