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Language models can generate code from text instructions. It just needs a training set to learn the target APIs. I expect in the next couple of years to see aut
by visarga 4y ago
Language models can generate code from text instructions. It just needs a training set to learn the target APIs. I expect in the next couple of years to see automated desktop operation (RPA) from text commands, generalising access over human interfaces.
It's really a shame the good language models are not deployed as voice assistants. It would probably be expensive to offer and they don't have the scale necessary. Just to load one of these models you need a $100K computer.
- Closi 4y agoIt also depends what's the biggest priority - I would assume there is a bigger 'quick win' from becoming more reliable at single-intent actions from a market/customer experience perspective rather than pursuing highly complex multi-intent statements. >99% of commands will be single intent, and they probably work 80% of the time at the moment, so getting those to 99% will have a much bigger short-term impact than focussing on solving the 1% (with the added benfit that once you have solved the first case of getting single-intent right all the time, solving the second more complex queries will be easier as you will have built a more robust base).
- petra 4y agoI'm curious: what's the leading edge in commercial chatbots?
- speed_spread 4y agoHello, I'm Gretta! I'm here to help. It seems you're looking for information on enterprise chatbots geometry. Answer "yes" to access your account's balance or press # for more options.