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A Deterministic Control Plane for LLM Coding Agents
The research proposes a control plane for LLM coding agents, which currently have unmanaged configuration layers. The control plane aims to fill gaps identified in a study of 10,008 public GitHub repositories, such as…
A Deterministic Control Plane for LLM Coding Agents
The author proposes a new control plane for coding agents, which are tools that have broad access to files and shell commands. The current configuration layer of these agents is poorly managed, with configurations…
A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models
A new synthetic clinical notes pipeline is introduced to generate a dataset that can be used for developing and evaluating AI tools in healthcare. The pipeline generates structured patient information, simulates…
A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models
A new pipeline for creating synthetic clinical notes is introduced to help develop AI systems in healthcare without compromising privacy. The pipeline generates structured, semi-structured, and unstructured clinical…
A Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO
The authors introduce a new mechanism called 'process harness' to upgrade legacy workflows into Agentic Business Process Management (Agentic BPM) without replacing the existing workflow engine. The process harness uses…
A Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO
Researchers introduce a new mechanism called the 'process harness' to upgrade legacy workflow systems into Agentic Business Process Management (Agentic BPM) without replacing the existing engine. The process harness…
A Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO
The authors introduce a mechanism called 'process harness' to update legacy workflows for Agentic Business Process Management without replacing the existing engine. The TDF model, which defines data schema and…
A Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO
The authors introduce a new mechanism called 'process harness' for upgrading legacy workflows to an Agentic Business Process Management (Agentic BPM) without replacing the existing engine. The process harness involves…
Adaptive Utility driven Resource Orchestration for Resilient AI (AURORA-AI)
A new AI resource management framework called AURORA-AI has been proposed by the authors to improve the performance of modern AI systems under non-stationary conditions. It unifies various control methods and…
Adaptive Utility driven Resource Orchestration for Resilient AI (AURORA-AI)
The paper presents AURORA-AI, a framework for managing resources in AI systems that are deployed under varying conditions. The framework aims to maximize the global utility by redistributing computational budget across…
Adaptive Utility driven Resource Orchestration for Resilient AI (AURORA-AI)
A new framework called AURORA-AI was proposed to manage resources for AI systems that operate under changing conditions. The framework optimizes a global utility that includes factors like predictive performance…
Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomy
Researchers have developed a new framework called OmniAct for building embodied agents that can operate in unstructured environments. This framework aims to address the challenges of managing both cyber and physical…
Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomy
The paper presents OmniAct, a framework designed to create persistent embodied agents that can operate autonomously in unstructured environments. It addresses the challenges of integrating cyber (APIs, IoT) and…
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