Very interesting conversation. As a privacy researcher I am heartened to hear that security is becoming a priority. The EU are investing in some great initiatives eg homomorphic encryption, to help counter threats from quantum computing- GDPR legislation has required countries to innovate

Also, how to document the changes as you code. I still haven’t found an efficient solution for documentation

This seems very important, particularly as post quantum encryption techniques (fully homomorphic encryption) are so difficult to implement in pure form. Any parallel/ hybrid approach are worth bearing in mind

Thank you for this post. Another ethical issue is that releasing models in beta state is indicative of any lack of risk analysis

Is it true wolves have perfect pitch?

Hi, if you’re wanting a robust metric for assessing distributions before evaluation, have a look at the Pareto distribution. It’s useful where rare instances have an oversized influence on predictive outcomes