Microsoft Shares Notes on the Potential of AI for Enterprise [Infographic]
Look, I understand 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 might be priceless to authorities businesses, and certainly, any enterprise, there are additionally some fascinating factors of notice as to what AI is, and its limitations.
The final logic right here is sound, that AI is just not a singular answer, and that it’ll nonetheless require human oversight to actually maximize the worth of those instruments. Which anybody who’s used AI techniques 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 fascinating is notes like “AI is simply math”. That’s right, 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 probably outcome.
They’re significantly better at doing this than earlier techniques, and the outputs could be human-like. However these techniques 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 could be priceless, however the hype round them might, at occasions, be overselling their capability to have an effect on your work.
That’s one factor of this overview, however the different notes are additionally value noting, each from a authorities and common enterprise perspective.
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