Look, I notice that this AI utilization overview from Microsoft is designed to alleviate considerations amongst authorities departments, which is a key income stream for Microsoft. However in amongst its sensible notes as to how and why AI will likely be beneficial to authorities businesses, and certainly, any enterprise, there are additionally some attention-grabbing factors of notice as to what AI is, and its limitations.

The final logic right here is sound, that AI shouldn’t be a singular answer, and that it’s going to nonetheless require human oversight to actually maximize the worth of those instruments. Which anybody who’s used AI programs will pay attention to, however it’s value highlighting amid the broader hype, and worry, 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’d outline as synthetic “intelligence” in any respect, as a result of there’s no inside “thought” course of at play, it’s simply machine calculations, taking this information level and that information level, then pushing out the most definitely outcome.

They’re a lot better at doing this than earlier programs, and the outputs may be human-like. However these programs will not be “pondering”, they’re not making an allowance for the depth of what you’re asking, and supplying 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 necessary in understanding how these instruments work, as are the notes right here about “grounding” and coaching AI fashions on particular makes use of.

Primarily, AI instruments may be beneficial, however the hype round them might, at occasions, be overselling their capability to have an effect on your work.

That’s one aspect of this overview, however the different notes are additionally value noting, each from a authorities and common enterprise perspective.