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Justin Swansburg

Justin Swansburg is a VP, Applied AI at DataRobot with 10+ years of experience in data science and machine learning. Based in Boston, he leads a team of data scientists and ML engineers advising businesses across the Americas on how they can leverage machine learning and DataRobot to solve their business problems. Justin has worked with hundreds of customers at DataRobot across many verticals, including Financial Services, Retail, Insurance, and Healthcare. He is also the CEO and founder of Syncly.us, a customer success platform that helps CS leaders better monitor how their teams are engaging with their clients.

The Hidden Risks of Leveraging OpenAI’s GPT in Your Machine Learning Pipelines

  • Artificial Intelligence, Defining AI, New and Emerging Technologies, Privacy and Data Security, Research Methods and Techniques, Research Tools and Software

Discover four major risks that everyone should be aware of when incorporating generative AI into their ML modeling.

Article by Justin Swansburg
IDEAS IN BRIEF
The Hidden Risks of Leveraging OpenAI’s GPT in Your Machine Learning Pipelines
  • The article covers four major risks that everyone should be aware of when incorporating generative AI into their ML modeling:
    • Randomness
    • Target leakage
    • Hallucination
    • Topic Drift
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