Any company doing "AI" will get there over a long period of time by employing people to do actual work and then slowly automating that work away. If you wait for a huge dataset or some new technique there will be tons of competition.
How to create an AI startup – convince some humans to be your training set
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Re: How to create an AI startup – convince some humans to be your training set
#12Would have like to hear at least one concrete exemple of startup actually doing that. Seems a bit theoretical at the moment, as big companies doesn't need to do that thanks to existing datasets, and I've never heard any startups using dozens (hundreds?) of contractors for this kind of job.
Re: How to create an AI startup – convince some humans to be your training set
#13Re: How to create an AI startup – convince some humans to be your training set
#14Would have like to hear at least one concrete exemple of startup actually doing that. Seems a bit theoretical at the moment, as big companies doesn't need to do that thanks to existing datasets, and I've never heard any startups using dozens (hundreds?) of contractors for this kind of job.
Source: http://www.theatlantic.com/technology/archive/2014/01/how-ne...
Re: How to create an AI startup – convince some humans to be your training set
#15Re: How to create an AI startup – convince some humans to be your training set
#16Microsoft, perhaps inadvertently, did that. Tay's stream of consciousness can now be used as a training set for an abusive content monitoring AI.
You could crawl 4chan and get a bigger dataset of abusive content. But that cold lead to terminators showing up on my lawn.
Re: How to create an AI startup – convince some humans to be your training set
#17Would have like to hear at least one concrete exemple of startup actually doing that. Seems a bit theoretical at the moment, as big companies doesn't need to do that thanks to existing datasets, and I've never heard any startups using dozens (hundreds?) of contractors for this kind of job.
Re: How to create an AI startup – convince some humans to be your training set
#18Not really an article that adds much value or understanding, especially for a blog seemingly being targeted to a technical audience.
Re: How to create an AI startup – convince some humans to be your training set
#19Would have like to hear at least one concrete exemple of startup actually doing that. Seems a bit theoretical at the moment, as big companies doesn't need to do that thanks to existing datasets, and I've never heard any startups using dozens (hundreds?) of contractors for this kind of job.