Everything changes and that changes everything. Adaptivity is essential.
When insights are extracted from data in real-time, there is little additional value in storing data.
Machine Intelligence is a robust system, not just a library of algorithms.
Deep understanding of statistical uncertainty matters.
Privacy is important.
Machine intelligence should serve and empower human decision makers.
The edges of a network have as much value as its nodes.
Reduce information overload, do not contribute to it.
No single family of algorithms is fit-for-all-purposes.
Scalable infrastructure without scalable real time intelligence is information-poor.
Originally published at www.ment.at on 19-Feb-2015