Capability Boost: Trials Demonstrate Enhanced ViDAR/ScanEagle Package
This article from Jane’s International Defence Review discusses the use of Visual Detection and Ranging (ViDAR) technology on the ScanEagle unmanned aerial system (UAS) platform to provide detection capabilities comparable to radar using Electrooptical (EO) and Infra Red (IR) sensors.
Google Ponders the Shortcomings of Machine Learning
This article discusses Google’s AI research project Google Brain and DeepMind and their explanation for why, despite advances in computing power, machine learning still lags behind human cognitive skills, particularly the ability to “generalize beyond one’s experience”. The article describes the use of graphs of relationships to replicate neural networks as a potential area of future advancement in machine learning and artificial intelligence.
Artificial intelligence system uses transparent, human-like reasoning to solve problems
This article describes a method by which a computer can recognise objects using Transparency by Design Network (TbD-Net) developed at the MIT Lincoln Laboratory. Researchers have used human-like reasoning to develop an algorithm which they claim can outperform other visual recognition software and algorithms because humans can view its reasoning process to determine where and how it is making mistakes.
Neuro Embodied Design: How We’ll Become Cyborgs and Extend Human Potential
Humans will soon have new bodies that forever blur the line between the natural and synthetic worlds, says bionics designer Hugh Herr. In an unforgettable talk, he details "NeuroEmbodied Design," a methodology for creating cyborg function that he's developing at the MIT Media Lab, and shows us a future where we've augmented our bodies in a way that will redefine human potential -- and, maybe, turn us into superheroes. "During the twilight years of this century, I believe humans will be unrecognizable in morphology and dynamics from what we are today," Herr says. "Humanity will take flight and soar."
Queryable Earth: A Searchable database of Earth
What if you could search the surface of the Earth the same way you search the internet? Will Marshall and his team at Planet use the world's largest fleet of satellites to image the entire Earth every day. Now they're moving on to a new project: using AI to index all the objects on the planet over time -- which could make ships, trees, houses and everything else on Earth searchable, the same way you search Google. He shares a vision for how this database can become a living record of the immense physical changes happening across the globe. "You can't fix what you can't see," Marshall says. "We want to give people the tools to see change and take action."
Dr. Phillip Karber on the Russian Way of War
Speaking to staff and cadets at the United States’ West Point Academy, Dr. Phillip Karber describes what he has learned about the Russian way of war from thirty trips he has made to Ukraine, including six months on the front lines of the war in the country's east. This lecture highlights how a re-imagined Russian military is conducting technologically advanced joint-land combat against a ‘near peer’ military – the Ukrainian Armed Forces.
Understanding Why a Ground Combat Vehicle That Carries Nine Dismounts Is Important to the Army
The Army has examined the lessons of half a dozen significant conflicts, starting with World War II, has conducted numerous studies over the last 65 years, and has found time and again that an ability to conduct dismounted fire and maneuver is the fundamental squad-level tactic.
The Astounding Athletic Power of Quadcopters
In a robot lab at TEDGlobal, Raffaello D'Andrea demos his flying quadcopters: robots that think like athletes, solving physical problems with algorithms that help them learn. In a series of nifty demos, D'Andrea show drones that play catch, balance and make decisions together -- and watch out for an I-want-this-now demo of Kinect-controlled quads.
Development of an Algorithm for Calculating the ‘Risk’ of Terrorist CBRN
In order to avert a disaster from a terrorist chemical, biological, radiological or nuclear (CBRN) attack, it is important to study the likelihood of terrorists using CBRN weapons. This study reports on the development of an algorithm for calculating the ‘risk’ of a terrorist seeking CBRN weaponry with 67.3 percent prediction accuracy.
A 3D Atlas of the Universe
For the last 12 years, Carter Emmart has been coordinating the efforts of scientists, artists and programmers to build a complete 3D visualization of our known universe. He demos this stunning tour and explains how it's being shared with facilities around the world. The 3D representation of the Earth and the Space around it will be a key technology for ADF to achieve comprehensive situational awareness of the world in the near future.