LLMs are making alternative datasets ‘fuzzy’
Waters Wrap: While large language models and generative/agentic AI offer an endless amount of opportunity, they are also exposing unforeseen risks and challenges.

Seven years ago, I wrote an article titled, “The New Oil Rush: An Examination of the Alternative Data Market.”
The gist was that the explosion of available data, the ability to store that data cheaply in the cloud, and the growing sophistication of analytics tools—increasingly cloud-based and SaaS-delivered—could offer insights faster than human cognition had ever hoped to achieve. The underlying point: technological evolution offers new opportunities (in this case, cloud and the Big Data
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