In the course of our research for clients, we come across emerging technologies, new materials, new chemistries, growing markets, changing regulatory landscapes, innovative business models, and much more. Every other Friday, we pick five articles, videos, or podcasts that we found interesting and send them your way.

SCIENCE

The Future of Helium is Up in the Air

Helium is the second most abundant element in the universe, but what we have on Earth today is all we have: it’s is only created as a byproduct of the (very slow) underground decay of uranium and thorium, and we are experiencing a worldwide shortage. Everything from optical fibers and semiconductors to MRI imaging, airbags, and the Hadron Collider (start on page 7) will be profoundly affected. [SMITHSONIAN | ACS]

ARTIFICIAL INTELLIGENCE

The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis

A lengthy but in-depth look at the failures and successes of machine learning and how this information can be used to achieve higher quality, more valuable data science. [ARVIX]

TEAMWORK | MANAGEMENT

Small Teams of Scientists Have Fresher Ideas

“Big teams take the current frontier and exploit it,” says James Evans, a University of Chicago sociologist who studies the history of science. “They wring the towel. They get that last ounce of possibility out of yesterday’s ideas, faster than anyone else. But small teams fuel the future, generating ideas that, if they succeed, will be the source of big-team development.” R&D organizations should take note: small teams produce markedly more disruptive work than large ones. [ATLANTIC]

INTERNET OF THINGS | BUSINESS MODEL

How Does an Icebox Pay for a Data Plan?

While the widely circulated prediction of the world having 50 billion connected devices by 2020 has proven wildly optimistic, the IoT market continues to grow steadily. Many in the industry are betting that cellular IoT will be the winning connectivity choice, but provisioning is a challenge. As in many areas, the problem is not the technology, it’s the business model. [EETIMES]

AEROSPACE

NASA Captured Photos of Merging Supersonic Shock Waves

Supersonic shock waves are created when aircraft travel faster than the speed of sound. The air pressure can’t keep up with the speed of the aircraft, builds up, and results in a sonic boom. Recently, two U.S. Air Force craft were not only traveling faster than the speed of sound, but they were so close that their shockwaves merged and NASA was able to capture it on camera. [LIVE SCIENCE]