Observe Copilot, an ML observability assistant, helps LLM developers working with GPT-4 use AI to better understand where to focus their improvement work Become.
San Francisco, July 13, 2023 /PRNewswire/ — Arize AI, the market leader in machine learning observability, Awarded “Coolest Technology” At the VB Transform 2023 Innovation Showcase, we introduced the newly released ChatGPT plugin for LLM observability.
This debut comes at a time of great upheaval around generative AI. majority of machine learning teams You plan a production deployment of your Large Language Model (LLM), but face early challenges such as response accuracy, poor data acquisition, and hallucinations.
Arize Observe Copilot is an LLM observability add-on designed to help machine learning and data science professionals explore and analyze how LLM models are performing in production. Through its integration with GPT-4, Observe Copilot provides an intuitive, chat-like experience for LLM practitioners to ask model questions, perform EDA, and uncover problem clusters of data points .
Ultimately, Observe Copilot gives LLM developers and teams an easy way to troubleshoot the root cause of ML issues and understand where to focus improvements and tweaks. increase.
“As AI becomes more complex in the generative era, with prompts and responses and possibly multiple agents, it becomes more difficult to spot issues in operational data,” he said. Jason Lopatecki, CEO and co-founder of Arise. “We believe that the future will be using AI to troubleshoot AI, and we built Observe Copilot as the first solution to do just that.”
About Arise AI
Arize AI is a machine learning observability platform that enables ML teams to deliver and maintain more successful AI in production. Arize’s automated model monitoring and observability platform allows ML teams to quickly detect problems when they occur, troubleshoot why something went wrong, and analyze structured data and images and large language models. It can improve overall model performance across both. Arize is a remote-first company, headquartered in Berkeley, California.
Media contact: crystal kirkland, [email protected]Com
Source Arise AI
