The military is using coding competitions as a means for government, academia and industry to collaborate together and help solve warfighter’s problems. One area of focus is the need for quick turn image, text, audio or video translation summaries (gists) from anywhere in the world at any time. The Operation Upshot team was formed to demonstrate innovative ways to address this need.