That technical rigor took a sharp turn in 2023. As Large Language Models began hallucinating and generating biased outputs, Cabello realized the problem wasn't the model architecture; it was the input hygiene .
Disclaimer: This post is based on the assumed persona of James Cabello as a tech/AI ethicist. If this does not match the James Cabello you intended, please provide a specific industry, job title, or news link for a corrected post. james cabello
Here is why you need to pay attention to James Cabello. Cabello didn’t start as an idealist. His background is in cloud infrastructure architecture—specifically, the gritty work of data provenance (tracking where data comes from). He cut his teeth at mid-tier cloud providers ensuring that financial datasets weren't corrupted. That technical rigor took a sharp turn in 2023