LyrArc Article Gist
"If you outsource your learning (your human knowledge then why exist?" asks Nadella, head of Microsoft. After all he says a company is a learning system. We at Lyrarc with our skepticism of the value of  robots and AI by themselves without the driving human component, thoroughly agree with Nadella of Microsoft. Nadella says the best thing is to have as many AI models as companies- hundreds of thousands of companies as learning systems keeping their individual human knowledge bases intact alongside AI supplements. The industry jargon for this is "open weight models" which is to take a basic core of AI and add your own individual learning component for an individualized learning system. To enable this Microsoft is offering multi models including cost effective Deep Seek and Cohere in its Azure AI Foundry, Amazon doing the same with Bedrock and Google following the same path. In an interview with Yash Patil cited in Business Insider, Nadella Explains, saying- 

"My simple thing is there should be as many models in the world as firms in the world. Because after all, what is a firm? A firm is a learning system."

"I don't want to be locked into any one model. I want to be able to use my own context, my own data — in fact, my own traces to maybe even take a much more open-weight, cost-efficient model or a fine-tuned model."

"It can't be, 'Hey, look, I have two frontier models or three frontier models' or whatever, some finite set that have learned everything that is differentiated today in the economy because then it collapses.'"

"You can always buy a tool, you can even outsource a task or even a job, but you can't outsource your learning. If you outsource your learning, then why exist?"