Look, I perceive that this overview of Microsoft’s use of AI is designed to allay considerations amongst authorities departments, which is a key income stream for Microsoft. However there are some attention-grabbing factors about how and why AI might be invaluable to authorities companies and, certainly, any enterprise, what AI is and its limitations.
The overall argument right here is appropriate, that AI just isn’t a one-size-fits-all answer, and that it’ll nonetheless require human oversight to maximise the worth of those instruments. Anybody who has used AI methods will pay attention to this, however we all know it is price highlighting amid the widespread hype and worry surrounding the work of AI change.
However what I discover most attention-grabbing is “AI is simply math”. That is proper, the present slate of AI instruments just isn’t really what you outline as synthetic “intelligence”, as a result of there isn’t a inside “considering” course of, it is simply machine calculations, taking this knowledge level and that knowledge level, then pushing out essentially the most possible consequence.
They’re much higher at doing this than earlier methods, and the outputs may be human-like. However these methods do not “suppose”, they do not have in mind the depth of what you are asking and offer you a brief reply. It is simply math, as Microsoft notes, and that math is relative to the info inputs any given system has entry to.
That is contextually essential in understanding how these instruments work, as listed below are notes about “grounding” and coaching AI fashions on particular makes use of.
Principally, AI instruments may be invaluable, however the hype round them can, at occasions, oversell their skill to affect your work.
That is one factor of this overview, however different notes are additionally price noting from a authorities and basic enterprise perspective.
