Since this falls under one of my fields of study - looking forward to going back to work and sharing amongst my colleagues - a big This is what I have been trying to tell you all along...
AI limitations are all about the DATA!
The AI Machine Learning capabilities that we are beginning to see in areas rich with DATA - are just NOT applicable or ready for use within the complexities of Modern Day Warfare - as we know it today...
Where the military can use AI is similar domains as Industry - WARFARE is JUST TOO COMPLEX - the DATA are never just black and white and the very nature of modern day warfare is being fought in the GREY AREA within the Irregular and Information and Cyber Domains...
US Marines Defeat DARPA Robot by Hiding Under a Cardboard Box
AI limitations are all about the DATA!
The AI Machine Learning capabilities that we are beginning to see in areas rich with DATA - are just NOT applicable or ready for use within the complexities of Modern Day Warfare - as we know it today...
Where the military can use AI is similar domains as Industry - WARFARE is JUST TOO COMPLEX - the DATA are never just black and white and the very nature of modern day warfare is being fought in the GREY AREA within the Irregular and Information and Cyber Domains...
US Marines Defeat DARPA Robot by Hiding Under a Cardboard Box
- By Adrianna Nine on January 19, 2023 at 3:16 pm
- View attachment 247832
- The Pentagon’s Defense Advanced Research Projects Agency (DARPA) has invested some of its resources into a robot that’s been trained—likely among other things—to identify humans. There’s just one little problem: The robot is cartoonishly easy to confuse.
- DARPA calibrated its robot’s human recognition algorithm alongside a group of US Marines. The Marines and a team of DARPA engineers spent six days walking around the robot, training it to identify the moving human form. On the seventh day, the engineers placed the robot at the center of a traffic circle and devised a little game: The Marines had to approach the robot from a distance and touch the robot without being detected.
- DARPA was quickly humbled. Scharre writes that all eight Marines were able to defeat the robot using techniques that could have come straight out of a Looney Tunes episode. Two of the Marines somersaulted toward the center of the traffic circle, thus using a form of movement the robot hadn’t been trained to identify. Another pair shuffled toward the robot under a cardboard box. One Marine even stripped a nearby fir tree and was able to reach the robot by walking “like a fir tree” (the meaning of which Twitter users are still working to figure out).
While it’s funny to imagine a team of Marines using Metal Gear Solid’s cardboard box strategy to defeat what’s likely a very expensive robot, the incident detailed in Scharre’s book fortifies something we already know: AI is only as useful as the data we give it. Similar to the way AI becomes biased once it’s fed biased data, algorithms can be as ignorant as their foundational data is flat. Without being shown what a somersaulting human or a human under a box looks like in action, a robot won’t be able to discern that image from all the surrounding noise, no matter how skilled its engineers are.
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