Taming the Machine (Learning)

The one thing everyone agreed on was the need for Decision Velocity. manmachine.jpg

Increasing it, that is. Make decisions faster.

Chris Taylor says that there is simply too much data out there for humans to use effectively. So bring in the machines. Machine Learning is where raw computing power is let loose on stacks of data in order to find useful patterns there.

Fair point. The machines are coming.

Opher Etzion points out the issues with relying on Machine Learning alone – cannot be done in real-time; cannot scale since every use case needs its own ‘learning’; and, finally it needs to be supplemented by humans who can provide a future vision that machines that learn from past data cannot.

Sound assessment of the current situation. No doubt the technology to support real time machine learning will improve – using Event Processing infrastructure as pointed out by Opher. Better tools will emerge that allow generalized learning across multiple use cases – promoting reusability and thereby providing scalability.

The open question is how to get humans to participate in machine learning.

This is where Decision Management Technology comes in. It includes Advanced Analytics like Machine Learning as well as Business Rules Management Systems (BRMS). The latter is where Human Expertise can be explicitly stated and managed. So, ideally we need to create a Decision Service black box that holds the Machine Learning model surrounded by Human Expertise expressed as business rules. And viola, this Decision Service can now automate most operational decisions – and you have increased Decision Velocity. Building Decision Management systems does require explicit decision modeling and the need to start there first.

Let us tame the Machine by giving it business rule Prime Directives.

9 comments for “Taming the Machine (Learning)

  1. April 11, 2019 at 4:12 am

    Such a wonderful happy hour. Perhaps your wallet was lost for a reason. It must have been fate. How else can we explain the fact that not only was your wallet at the Life Cafe, which happens to be one of the spots Rent took place in, but NOTHING was taken from the wallet? Our karma is working wonders.

  2. April 11, 2019 at 4:41 am

    Men visst hade EM en viss negativ påverkan? Från att ha sett så många matcher med bra spel kändes det som korpen hade intagit Ullevi när Blåvitt dessutom hade en avgrundsdjup formsvacka. Kvalitetsglappet var enormt!Men nästa säsong kommer vi nog att få uppleva en av de bättre publikmässigt. Jag tror att nya arenan kommer att göra fotbollen så mycket roligare och många av de nyfikna kommer att fortsätta komma på matcherna.

  3. April 11, 2019 at 4:57 am

    Un autre problème pour cette station: apparemment, on doit laisser le wifi tourner en permanence. Que se passe-t-il si l’ordi est éteint ou la box internet éteinte?

  4. April 11, 2019 at 5:20 am

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