Look, I notice that this AI utilization overview from Microsoft is designed to alleviate issues amongst authorities departments, which is a key income stream for Microsoft. However in amongst its sensible notes as to how and why AI will probably be beneficial to authorities companies, and certainly, any enterprise, there are additionally some attention-grabbing factors of observe as to what AI is, and its limitations.
The final logic right here is sound, that AI will not be a singular resolution, and that it’ll nonetheless require human oversight to actually maximize the worth of those instruments. Which anybody who’s used AI programs will concentrate on, however it’s value highlighting amid the broader hype, and concern, round AI altering work as we all know it.
However what I discover most attention-grabbing is notes like “AI is simply math”. That’s appropriate, the present slate of AI instruments is definitely not what you’ll outline as synthetic “intelligence” in any respect, as a result of there’s no inner “thought” course of at play, it’s simply machine calculations, taking this knowledge level and that knowledge level, then pushing out the most definitely outcome.
They’re significantly better at doing this than earlier programs, and the outputs will be human-like. However these programs should not “pondering”, they’re not bearing in mind the depth of what you’re asking, and providing you with a nuanced response. It’s simply math, as Microsoft notes, and that math is relative to the information inputs that any given system has entry to.
That’s contextually vital in understanding how these instruments work, as are the notes right here about “grounding” and coaching AI fashions on particular makes use of.
Basically, AI instruments will be beneficial, however the hype round them might, at occasions, be overselling their capability to have an effect on your work.
That’s one component of this overview, however the different notes are additionally value noting, each from a authorities and basic enterprise perspective.
