The North Carolina Agriculture and Technical State University (NC A&T) in collaboration with Georgia Tech Research Institute (GTRI) has developed methodologies for creating simulation-based technology tools that are capable of inferring the perceptions and behavioral states of autonomous systems. These methodologies have the potential to provide the Test and Evaluation (T&E) community at the Department of Defense (DoD) with a greater insight into the internal processes of these systems. The methodologies use only external observations and do not require complete knowledge of the internal processing of and/or any modifications to the system under test. This paper presents an example of one such simulation-based technology tool, named as the Data-Driven Intelligent Prediction Tool (DIPT). DIPT was developed for testing a multi-platform Unmanned Aerial Vehicle (UAV) system capable of conducting collaborative search missions. DIPT's Graphical User Interface (GUI) enables the testers to view the aircraft's current operating state, predicts its current target-detection status, and provides reasoning for exhibiting a particular behavior along with an explanation of assigning a particular task to it.

The cybersecurity concerns most likely to be in technology leaders' top two are issues related to the mobile and hybrid workforce including employees using their own devices (39%) and cloud vulnerability (35%). Additional concerns include data center vulnerability (27%), a coordinated attack on their network (26%), and a ransomware attack (25%). Notably, 59% of all technology leaders surveyed currently use or in the next five years plan to use drones for security, surveillance, or threat prevention as part of their business model. There are regional disparities though. Current drone use for security or plans to do so in the next five years are strongest in Brazil (78%), China (71%), India (60%), and the U.S. (52%) compared to only (32%) in the U.K., where 48% of respondents say they have no plans to use drones in their business.

Residents in northwest Arkansas will now see drones soaring through the sky that are delivering goods to people's homes who ordered from the local Walmart Neighborhood Market. Walmart and its partner, drone-maker Zipline, rolled out the service on Thursday, and said it will ship'thousands of products' to customers within a 50-mile radius of the store in Pea Ridge. The companies designed a'first-of-its kind' 25-foot-tall platform, located the back of the Walmart, which serves as the infrastructure for take-off and landing for drones. Orders are placed through the Zipline app, which are collected by Walmart employees who then hand them off to Zipline staff, who prepare the aircraft for launch. Residence in northwest Arkansas will now see drones soaring through the sky to deliver goods to people's homes who ordered from the local Walmart Neighborhood Market Walmart has a made huge push into the drone delivery market over the years, as it has conducted pilot programs in several states such as North Carolina and Texas.

'Tucker Carlson Tonight' host makes the case for why Kyle Rittenhouse is not receiving a fair trial The judge in the Kyle Rittenhouse trial has just sent the jurors home for the night to think about the trial for yet another day. So far, deliberations, in this case, have lasted about 20 hours. In a normal proceeding, we'd have the jury's decision in about 20 minutes. The essential question, in this case, is really clear did Kyle Rittenhouse have good reason to believe dangerous men were trying to murder him? And the answer is also clear and unequivocal?

Sean Hannity shows how Kyle Rittenhouse is the latest in a long line of victims of Democrats' premature judgment on'Hannity.' This is a rush transcript of "Hannity" on November 17, 2021. This copy may not be in its final form and may be updated. It is now officially in the books and still no verdict. Now, earlier, today an explosive new development from the courthouse and it all surrounds this drone footage showing Kyle Rittenhouse shooting Joseph Rosenbaum in what looks like a clear act of self defense. According to one eyewitness account, Rosenbaum threatened Rittenhouse, telling him, quote, I'm going to bleeping kill you. Oh that would be a threat. Then as you can see, right there, Rosenbaum chased Rittenhouse, threw an object at his head, cornered him against a group of parked cars and then lunged for the Rittenhouse's weapon before Rittenhouse discharged his firearm, killing Rosenbaum. Now, a new reason for a potential mistrial is that the defense team did not get this high quality video until it was shown in court. Instead, during discovery, they were emailed a compressed low-quality version and what the prosecution is calling, quote, a bid to undermine Rittenhouse's self- defense. This is now the second mistrial request, one with prejudice and one without, under consideration by the judge. Now, keep in mind, the judge will not likely make a decision until after a verdict has been rendered. If Rittenhouse is found not guilty, there will be no point in declaring a mistrial. Ultimately, there are now multiple legitimate reasons for a possible mistrial with several instances of alleged prosecutorial misconduct, including criticizing the defendant's right to remain silent, maligning the defendant's right to face his accusers, violating an order banning prior gun comments and now failure to turn over video evidence as the law requires. Our very own Gregg Jarrett who will join us in a moment, he'll have a lot more detail on why a mistrial is a definite possibility in this case.

In 2018, thousands of Google employees protested a Pentagon contract dubbed Project Maven that used the company's artificial intelligence technology to analyze drone surveillance footage. Google said it wouldn't renew the contract and announced guiding principles for future AI projects that forbid work on weapons and surveillance projects "violating internationally accepted norms." At the same time, Google made clear it would still seek defense contracts. "While we are not developing AI for use in weapons," CEO Sundar Pichai wrote, "we will continue our work with governments and the military in many other areas." In the three years since, Google has stayed true to his word.

Defence lawyers in the Wisconsin murder trial of Kyle Rittenhouse said on Wednesday they would ask for a mistrial because of a dispute with prosecutors over video evidence, as the jury watched footage of his shootings at protests last year. Rittenhouse, 18, is charged with killing Joseph Rosenbaum, 36, and Anthony Huber, 26, and attempted homicide in the wounding of Gaige Grosskreutz, 28, during a chaotic night in Kenosha, Wisconsin, on August 25, 2020. The protests that night – marred by arson, rioting and looting – followed the police shooting of a Black man, Jacob Blake, who was left paralyzed from the waist down. Rittenhouse has pleaded not guilty. At issue in the trial is a drone video that shows Rosenbaum chasing Rittenhouse in the parking lot of a used-car dealership and the teenager turning and opening fire with his semi-automatic rifle as Rosenbaum gets close to him.

A key part of realizing the future of commercial drones will be drone traffic management: An integrated way to manage airspace for UAV. That's the goal of a recent trial in Japan led by NEDO (National Institute of New Energy and Industrial Technology Development Organization) to develop a drone traffic management system for multiple drone operators to fly in the same airspace safely. The trial, closely watched in the industry, brings together several prominent companies and consortiums, including ANRA Technologies, BIRD INITIATIVE, NEC Corporation, All Nippon Airways (ANA), and other partners. It will take place above Wakkanai City in Japan using ANRA's airspace and delivery management software platforms. The testbed is part of an ongoing R&D effort led by NEDO with the aim of integrating drone traffic management and creating a blueprint for a nationwide traffic management system.

The program is Cardinal Health's first foray into drone deliveries, which the Dublin, Ohio-based distributor sees as a way around delays in restocking inventory and volatile last-minute shipping prices. It follows other efforts by companies including United Parcel Service Inc., Merck & Co. and Walmart Inc. testing the use of drones for the domestic shipment of medical products and supplies. Josh Dolan, Cardinal Health's senior vice president of pharmaceutical operations, said drone delivery would allow the company to bypass road obstacles such as natural disasters and help replenish high-turnover items. Eventually, he said, it will be useful for emergency situations in remote areas or when time is crucial, such as delivering antivenom for snake bites. While speed and reliability are the main reasons Cardinal Health is pursuing drone delivery, the flights would also allow the company to avoid fluctuations in prices for last-minute courier or helicopter deliveries, Mr. Dolan said.

On the second day of the COSM 2021 conference, speakers asked -- with appropriate skepticism -- whether we could ever produce true Artificial General Intelligence (AGI). But the final day of the conference hosted a conversation on the realistically achievable forms of AI and quantum computing that may pose existential threats to modern life. Robert J. Marks, Director of the Walter Bradley Center for Natural and Artificial Intelligence (which hosted COSM) -- also Distinguished Professor of Electrical and Computer Engineering at Baylor University -- spoke first. The title of his 2020 book, The Case for Killer Robots: Why America's Military Needs to Continue Development of Lethal AI, provides an unsubtle hint at his position. Marks thinks that AI will never be "will never be sentient. It will never understand what it is doing. And, currently, it has no common sense."