1. Everything changes and that changes everything. Adaptivity is essential.

2. When insights are extracted from data in real-time, there is little additional value in storing data.

3. Machine Intelligence is a robust system, not just a library of algorithms.

4. Deep understanding of statistical uncertainty matters.

5. Privacy is important.

6. Machine intelligence should serve and empower human decision makers.

7. The edges of a network have as much value as its nodes.

8. Reduce information overload, do not contribute to it.

9. No single family of algorithms is fit-for-all-purposes.

10. Scalable infrastructure without scalable real time intelligence is information-poor.

Originally published at www.ment.at on 19-Feb-2015