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How surveillance tech led police to accuse the wrong person

FOX News

A Colorado woman who spoke with Kurt "CyberGuy" Knutsson was wrongly accused of theft after police relied on surveillance technology that misidentified her vehicle.


My Tesla Was Driving Itself Perfectly--Until It Crashed

The Atlantic - Technology

This article was featured in the One Story to Read Today newsletter. T he smell was strange . The concrete wall was too close. One of my kids was standing on the sidewalk next to our car--not crying, just confused. The seat belt had held. The crumple zone had crumpled.


British man powers DIY car with discarded vapes

Popular Science

The souped-up G-Wiz EV has a range of 18 miles and topped 40 miles per hour. The G-Wiz, one of the earlier electric vehicles, technically seats four passengers. Breakthroughs, discoveries, and DIY tips sent six days a week. Anyone who's walked through the grounds of a music festival or even peeked into a public trash bin has likely noticed a deluge of discarded, single-use nicotine vapes. These vapes have surged in popularity, with the United Nations estimating at least 844 million of them were discarded by 2022 alone .


LAPD officer under investigation for allegedly taking cash from unlocked Tesla

Los Angeles Times

Things to Do in L.A. Tap to enable a layout that focuses on the article. A pedestrian walks past Los Angeles Police Department headquarters along 1st Street downtown. This is read by an automated voice. Please report any issues or inconsistencies here . An LAPD official said an investigation is underway after video footage showed an officer from Transit Services Division enter a Tesla while responding to a call for service.


First drone passengers may be combat casualties and criminals

New Scientist

Drones aren't yet licensed to carry passengers, but some may already be airlifting wounded personnel off the battlefield and could be employed for smuggling people Still from a promotional video for Skysurfer, a US company that sells "ultralight aircraft" for personal, recreational use The first passenger-carrying drones may already be in use. These aren't sophisticated urban air taxis, but crudely modified cargo drones transporting combat casualties and criminals. Heavy-lift drones are essentially scaled-up versions of the familiar quadcopters. Hair-raising videos of hobbyists carried by home-made drones show that the basic technology is simple enough. But meeting aircraft safety requirements for passenger transport takes years, and drone-makers, including Volocopter, EHang and Eve Air Mobility, are all aiming to get vehicles certified this year or next.


UK agrees drone defence plan with four EU allies

BBC News

Britain is to develop new air defence weapons alongside the EU's four biggest military powers, deepening ties with the European defence sector. The project will invite manufacturers in the UK, Germany, France, Italy and Poland to submit plans to build low-cost missiles and autonomous drones. The allies are pledging a speedy process to build the weapons together, inspired by Ukraine's development of cheap drones to counter attacks from Russia. The UK's Ministry of Defence (MoD) says the programme will prioritise a lightweight, affordable surface-to-air weapon, with the first project to be delivered by next year. The plan, announced at a meeting of the five countries' defence ministers in the Polish city of Krakow, marks a boost to UK-Europe ties after the failure of talks last year over UK participation in the EU's new €150bn (£130bn) defence fund.


A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems Yi Ma

Neural Information Processing Systems

To address this problem, existing methods partition the overall DPDP into fixed-size sub-problems by caching online generated orders and solve each sub-problem, or on this basis to utilize the predicted future orders to optimize each sub-problem further. However, the solution quality and efficiency of these methods are unsatisfactory, especially when the problem scale is very large.


Appendix 571 In this appendix, we provide more details about the four experiments and some scenario examples

Neural Information Processing Systems

Autoregressive sampling is used to create a traffic snapshot. We train a scenario generation model TrafficGen with mixed data. The detailed hyperparameters are shown in Table 4. Figure 7: Dynamics of the generated traffic scenarios. The first column is the original case. The middle columns show the generated scenarios at different timesteps.