Is anyone using Generative AI to automatically execute the normally laborious process of creating a data dictionary, establishing data governance, forming questions and hypothesis in a data-driven way? My hypothesis is that someone must be pointing a GenAI engine based on a language model (ex ChatGPT-4) at a data store and having it sort all of that out. I'd be grateful for any pointers or links to firms (even startups) who might be doing that.
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Director of IT in Healthcare and Biotech2 years ago
We aren't doing this yet because we don't want to expose proprietary information to a GenAI model at this time. I think the idea has great merit as it is a pain to do that.
I have to agree with Mark Arrendondo. How much do you trust something like ChatGPT-4 to protect and secure any sensitive data or IP that might be contained within those data streams? You have to be concerned anytime you are exposing data through 3rd Party APIs.
Definitely a laudable goal to help expedite and cost cut processes, but I would definitely review what I would be exposing to externally hosted AI engines. I would also make sure I had liability contracts in place.