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McDonalds removes AI drive-throughs after order errors
(www.bbc.com)
This is a most excellent place for technology news and articles.
Honestly, it doesn't need to be that complex:
There's probably a dozen or so more, but it really shouldn't need to understand natural language, it can just work off keywords.
You can do that kind of imposed structure if it's an internal tool used by employees. But if the public is using it, it has better be able to parse whatever the consumer is saying. Somebody will say "I want a burger and a coke, but hold the mustard. And add some fries. No make it two of each." And it won't fit your predefined syntax.
Idk, you could probably just show the grammar on the screen, and also allow manual entry (if insider) or fallback to a human.
That way you'd get errors (sorry, I didn't understand that) instead of wrong orders with a pretty high degree of confidence. As long as there's a fallback, it should be fine.
Anyway, that's my take. I'm probably wrong though since I don't deal with retail customers.