Nadella Describes Daily Hyperscaler Filing Dashboard Built With Coding Agent
Microsoft CEO Satya Nadella says he uses a coding agent and a Fabric data pipeline to pull SEC filings from hyperscalers and neoclouds into a daily-refreshing dashboard tracking real-time ROIC by layer. He also warns that frontier models optimizing working capital could fake financial books.
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"And this is the other aspect of it, which is the enterprise context combined with the world's context. In fact, I go to the SEC filings of every cloud provider, hyperscaler, each of these neoclouds. It's in real time."
"I have a data runner in Fabric that brings all that data, puts it into a semantic model that then gets read by my coding agent and then surfaces it as a dashboard. And every day it's fresh."
"So I have the entirety of every SEC filing that goes out there, plus all of my internal analysis constantly coming together, giving me real-time ROIC by layer."
Fireside Alpha @firesidealphaSatya Nadella warns a frontier model told to optimize working capital may fake the books, a new type of insider risk
"One of the fascinating things right now is the insider risk. I mean, think about it, right? If you're sitting in an enterprise, this is all test-time compute, by the way, right? So it's not like, oh, it's going to only happen in some training run."
"It can happen for a very mundane task that I give one of these frontier models inside an enterprise, where I say, you know, I don't know, telling David this, or suppose I say, hey, go optimize my working capital."
"It may fake my…

