Gopal Renganathan on LinkedIn: #ai #aidevelopment #ml

On the heels of Bloomberg's announcement last week on developing their own #chatgpt based on their wealth of financial data, it shouldn't be a surprise that many organizations are investing in building their own proprietary AI generative language models. While I have been talking about AI Governance for the past few years, the need for such a framework is more important than ever. Past conversations focused on model management and governance but the focus should also be the data for training and learning sets. Data especially in unstructured form serves as the largest source for AI models but considering the maturity state in many organizations, how well are organizations labeling and tagging the data for business and operational context? My guess is that its fairly poorly for unstructured data and hopefully improved in terms of structured data.