At NYU Langone Health, an innovative AI application helps medical students by analyzing anonymized diagnostic data and providing them with relevant research findings each morning. Known as agentic AI, this system works autonomously to synthesize information and enhance student learning without accessing sensitive patient data. Before implementing similar technologies, CIOs should consider five key questions related to the specific issues AI will address, the availability and security of data, the role of AI in the overall tech strategy, and the need for ongoing monitoring. By carefully evaluating these factors, organizations can effectively and safely integrate AI into their operations.
AI Innovation in Medical Education: Enhancing Learning at NYU Langone Health
Each night, while medical students at NYU Grossman School of Medicine and NYU Grossman Long Island School of Medicine sleep, innovative AI technology prepares critical insights for them. An AI application gathers diagnostic codes from hospitals within the NYU Langone Health system and correlates them with research and diagnosis information. By morning, students receive tailored findings just in time for their coffee.
This AI initiative exemplifies agentic AI, which refers to systems that can make decisions and act on their own. David Brauchler from NCC Group highlights the importance of surrounding components to enable AI to operate effectively. However, for agentic AI to be successful, it must be secure, well-maintained, and used appropriately.
Before implementing agentic AI, CIOs should consider five crucial questions:
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What Problem Will Agentic AI Solve?
A strategic plan is necessary to ensure AI addresses relevant issues. Nader Mherabi, EVP at NYU Langone Health, emphasizes that AI should seamlessly fit into existing workflows for practical use. -
Do We Have the Data to Make It Work?
An effective AI agent relies on well-prepared data that aligns with its use case. Tom Coshow from Gartner warns that improper data management can lead to incorrect conclusions or data mishaps. -
Will Data Be Secure?
Organizations must assess the security implications of adding AI systems, as each new application can introduce vulnerabilities. Companies should conduct thorough security evaluations before integration. -
Where Does Agentic AI Fit Into the Company’s Tech Strategy?
CIOs need to determine how agentic AI aligns with their overall technology strategy, including which platforms to utilize and how to monitor various agents effectively. - How Will Agentic AI Be Monitored?
Agentic AI requires ongoing monitoring to ensure data accuracy and proper usage. Continuous oversight has been key to the success of NYU Langone’s AI initiative that has supported medical students since its launch.
In conclusion, the innovative use of agentic AI at NYU Langone Health is transforming the learning experience for medical students. By thoughtfully addressing key questions and ensuring proper security, this AI-driven approach enhances education in ways that are both effective and sustainable.
Tags: Agentic AI, NYU Langone Health, Medical Education, AI in Healthcare, Cybersecurity in AI
What is agentic AI?
Agentic AI is a type of artificial intelligence that can act independently to make decisions and complete tasks. It learns from its environment and improves over time, rather than just following set rules.
What risks should I consider before using agentic AI?
Before using agentic AI, think about potential risks like unexpected actions, security issues, and ethical concerns. It’s important to understand how it could affect jobs, privacy, and decision-making.
How can I ensure agentic AI is safe to deploy?
To ensure safety, test the AI thoroughly in different situations. Set clear guidelines for how it can act and monitor its performance regularly to catch any problems early.
What are the costs involved in deploying agentic AI?
Costs can vary widely based on the complexity of the AI, the technology needed, and ongoing maintenance. It’s good to budget for initial setup costs as well as long-term expenses.
How will agentic AI affect my team?
Agentic AI can change team dynamics. It might take over routine tasks, which can free up your team to focus on more important work. However, it’s essential to provide training and support to help everyone adapt.
