orchestration

“By 2026, over 80% of companies are predicted to deploy generative AI applications.”

“Now there's a planner → checker → revise loop. Plans don't execute until they pass verification.”

“Essentially you describe each agent in either a self contained markdown file, or as a typescript program.”

“By integrating OpenAI models, lightweight tool calling, and a simple internal runbook, […]”

“The article's source is ArXiv, indicating it's a research publication.”

“LeJOT is an intelligent Job Cost Orchestration Solution for Databricks Platform.”

“The paper focuses on Agent Tools Orchestration, covering dataset, benchmark, and mitigation.”

“The paper focuses on Dynamic Cache Orchestration for LLM Accelerators through Predictive Management.”

“The article's context provides the basic framework for understanding the nature of the research.”

“The article's core concept involves using a 'Conductor' to manage AI agents.”

“The article's focus is on orchestration frameworks.”

“IslandRun addresses privacy concerns in distributed AI inference.”

“The research is available on ArXiv.”

“mud puddle by mud puddle approach in achieving practical AI wins”

“Orch is a Rust framework for LLM orchestration.”

“HuggingGPT solves AI tasks using ChatGPT and models from Hugging Face.”