Browsing posts in: Machine Learning

Value Potential Graphs via Machine Learning

After watching a few videos on machine learning, I feel like there’s a very, very large opportunity in using it for what might be known as “job placement”. I put that in quotes, because I think in the future that concept as we know it now might be pretty foreign, because I don’t think it will be divorced from education, and I don’t think it will be as structured as it is now.

It seems that whenever we, and this is potentially me projecting here, discuss something like job placement it has a very structured, top down feel. A central body evaluates you and points you somewhere else. However, if there were instead a machine learning network in place, you could perhaps do monthly little learning boot camps and provide feedback on how you enjoyed it, and be served feedback on how quickly you picked it up. That would turn an aspect of your skillset into labelled data allowing your self to be further sorted towards value activities of best match.

Machine learning isn’t wholly a top down assignment. Semi-supervised machine learning is internally assigned values, spot-checked by participants, surfacing patterns in the data and giving you a better idea of where you can offer the most value to the world.

What if “higher education” was simply an iterative process of labeling your progress in an internally consistent machine learning network.

Then, imagine this in a world where many companies had their hierarchy mostly distributed. That means no HR department. That means a “Value Potential” graph introduces you to someone at a company and you make a contract with that person to do work for their company. This kind of completely distributed corporate hierarchy exists, and I can only imagine it will grow in popularity.

Everyone’s afraid of AI these days it seems, but what if our entire concept of what AI can do for us is wholly tainted by top-down way our societies have been managed for hundreds of years. It’s hard for us to think of anything else. But, absent of centralized state control, what can AI order us to do? Really, in that scenario, general AI isn’t a commander. It’s a tool for us to find our local maximum. To gain perspective on where we are in the mix. To turn each of us into the most informed decision makers we can be.