It once would have seemed like a crazy barrier to get large amounts of data, but startups are finding all sorts of creative ways to do it.
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Guillaume Decugis
onto Ideas for entrepreneurs September 12, 2017 5:39 PM
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The hype on AI is real says FirstMark Capital's Matt Turck. But he warns that big data is one of the key drivers. If you don't have access to large data sets, you can't train any AI to learn anything. So as he notes, there's a lot of talent recruiting, data gathering and then learning and fine-tuning before you can launch a product. The lean startup approach of "launch, fail fast and learn" therefore doesn't work.
To which I'll add another point. Will you eventually own the data stream your AI relies on to learn? If you do then great. But if you don't, how defensible is your future business if your data comes from Facebook or Google API's?