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RE: Steem must improve and the key metric for that improvement is "utility"
- Big data analytics allows for big picture decisions.
- Big data can and is being captured.
- Steem blockchain has the data.
- Sentiment analysis is currently possible using the data generated by Steem.
Manually you are correct because human brains cannot scale. I do not advocate we do things manually. Once we apply machine intelligence to the Steem data already generated we can make magic happen. This could indeed be an SMT and represent the data analytics or even predictive analytics functionality of Steem.
Right, I saw your post about this. I truely hope this will work out, but so far machine learning is rather a big, "sexy" promise and remains to be seen, if it can hold what people expect. It is only so good as the assumptions and goals are that are behind the algorithms and the interpretations (similar to Statistics, just neutral numbers, but people do interprete them to their needs). Probably the profit maximization can happen only, if real AIs step in? But who will then profit most? Still the humans?
The more data you have to feed it the better the learner gets because it works on statistics. More examples, better more efficient learning. So I think Steem data can be useful for improving Steem.