Why Business Leaders Need to Understand Their Algorithms; Harvard Business Review, November 19, 2019

Mike Walsh, Harvard Business Review; Why Business Leaders Need to Understand Their Algorithms

"Leaders will be challenged by shareholders, customers, and regulators on what they optimize for. There will be lawsuits that require you to reveal the human decisions behind the design of your AI systems, what ethical and social concerns you took into account, the origins and methods by which you procured your training data, and how well you monitored the results of those systems for traces of bias or discrimination. Document your decisions carefully and make sure you understand, or at the very least trust, the algorithmic processes at the heart of your business.

Simply arguing that your AI platform was a black box that no one understood is unlikely to be a successful legal defense in the 21st century. It will be about as convincing as “the algorithm made me do it.”"

Will open data survive Trump?; InfoWorld, 1/16/17

Eric Knorr, InfoWorld; 

Will open data survive Trump?

"The incredible quantity of data collected across the federal government is a national treasure. Few other countries on earth apply the same energy, funding, and rigor to assembling such extensive stores. Even if ordinary citizens don't go to Data.gov for entertainment, both policymakers and business leaders need objective data to make sound decisions.

Before joining the Sunlight Foundation, Howard worked at O’Reilly Media, starting there a few years after Tim O’Reilly convened a group of open government advocates to develop the eight principles of open government data in 2007. Howard says the idea of open data really goes back to the Constitution, which stipulates an "Enumeration" (aka, census) be held to apportion Congressional seats -- an indication that "open data is in the DNA of the USA." Even further, open data harkens to the original Enlightenment idea that reason based on fact should govern human action.

We'll see how that quaint notion survives the postfact era. Meanwhile, consider contributing to the Sunlight Foundation and the Electronic Frontier Foundation."