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Real-life Robocop! Robot police officers will be patrolling the streets by 2031, expert predicts

Daily Mail - Science & tech

Woke ESPN star claims she felt'ill' sitting near JD Vance while watching Winter Olympics Nancy Guthrie note sender says they're'ready to name names' in exchange for cash and doesn't trust police: Live updates I knew Kurt Cobain and that vindictive moron Courtney... the truth about his'murder' is more twisted than you realize. Amazing new side-effect of nicotine - it can help you eat less, live longer and even sharpen your brain. Disturbing new surveillance camera details that could explain how Nancy Guthrie's abductor fled without a trace as flip-flopping sheriff makes another evidence confession Read the disturbing emails between Epstein and new age guru Deepak Chopra that are buried in bombshell files: 'Only sinners invited'... 'Bring your girls' Melania Trump's favorite lipsticks revealed... and the eyeshadows she can't live without Pancreatic cancer explosion: As cases surge in young people, survivors reveal subtle early signs that are easily dismissed... and doctors share lifestyle tweaks that help PREVENT it Distraught family ordered to remove HEADSTONE atop two young brothers' graves that features very inappropriate images HGTV star was canned after vile video leak... now insiders make bombshell claims about what else she was doing behind the scenes: 'Unhinged' Israeli hostage reveals how she survived being tortured and sexually assaulted'almost every single day' during 482 days in Gaza - with only the thought of her kidnapped boyfriend keeping her going Lindsey Vonn's surgeon speaks out amid amputation fears to reveal star's'delicate' situation after horror Winter Olympics crash Pam Bondi is caught SPYING on lawmakers reviewing Epstein files'torture video' Can you name all three nepo babies in this photo taken during New York fashion week? Pretty Denver suburb descends into vagrant-filled hellhole... with lawmakers dismissing residents concerns by telling them that'homelessness is a complex issue' Iconic 80s heartthrob who starred with Sean Penn in coming-of-age classic is seen at 69... who is he? READ MORE: How AI cops will be used to patrol Britain's streets Robot police officers will be patrolling our streets in just five years, an expert has predicted.


The complexity of artificial intelligence

#artificialintelligence

IMAGE: SMU Assistant Professor Sun Qianru says highly diverse training data is critical to ensure the machine sees a wide range of examples and counterexamples that cancel out spurious patterns. SMU Office of Research and Tech Transfer - Artificial Intelligence, or AI, makes us look better in selfies, obediently tells us the weather when we ask Alexa for it, and rolls out self-drive cars. It is the technology that enables machines to learn from experience and perform human-like tasks. As a whole, AI contains many subfields, including natural language processing, computer vision, and deep learning. Most of the time, the specific technology at work is machine learning, which focuses on the development of algorithms that analyses data and makes predictions, and relies heavily on human supervision.


The complexity of artificial intelligence

#artificialintelligence

Artificial Intelligence, or AI, makes us look better in selfies, obediently tells us the weather when we ask Alexa for it, and rolls out self-drive cars. It is the technology that enables machines to learn from experience and perform human-like tasks. As a whole, AI contains many subfields, including natural language processing, computer vision, and deep learning. Most of the time, the specific technology at work is machine learning, which focuses on the development of algorithms that analyzes data and makes predictions, and relies heavily on human supervision. SMU Assistant Professor of Information Systems, Sun Qianru, likens training a small-scale AI model to teaching a young kid to recognize objects in his surroundings.


Bringing AI into the real world

#artificialintelligence

Even before countries began rolling out their vaccination campaigns, Pfizer, Moderna and AstraZeneca's announcements had already proved fortifying shots. Stocks rallied and healthcare workers celebrated in the wake of the vaccine news late last year. But months on, that early euphoria has evaporated, replaced by uncertainty and debate over vaccine safety, possible side effects and varying degrees of citizen reluctance. Artificial intelligence (AI) researchers and health experts modeling COVID-19's spread have warned that for vaccines to be useful in curbing the pandemic, a significant percentage of the population must be vaccinated to reach herd immunity. But, as SMU's Vice Provost of Research Professor Archan Misra pointed out at an AI-centered panel discussion, held in conjunction with the SMU- Global Young Scientists Summit (GYSS) on 15 January 2021, from a purely self-interested point of view, each person would be best served if all the others got vaccinated and they themselves did not have to vaccinate--because that would stop the spread of the virus without their having to take on the possible risks of side effects. To account for these considerations, Professor Misra explained, the most powerful AI-based epidemiology models actually need to incorporate concepts from the behavioral sciences and game theory.


Researchers use bots and artificial intelligence to automatically tag and title videos – WinBeta

#artificialintelligence

If you already tried to upload some of your pictures to OneDrive, you may be aware that Microsoft's cloud storage service is able to automatically tag your photos and categorize them, group them by location, and more. By adding more data to user-generated content, Microsoft's artificial intelligence tools also make it easier for OneDrive users to find relevant pictures using OneDrive's search feature. But could artificial intelligence accomplish the same sort of magic with video content? That's exactly what Chia-Wen Lin and Min Sun, professors in the Electrical Engineering department of National Tsinghua University in Taiwan, are trying to do. In a new blog post on the Microsoft Research blog, the company explains that both professors partnered in 2015 with Dr. Tao Mei, lead researcher in multimedia at Microsoft Research Asia who worked on a new image recognition, segmentation, and captioning dataset called COCO (Common Objects in Context). Professor Sun created a video title generation method based on deep learning to automatically find the special moments--or highlights--in videos, and generate an accurate and interesting title for the highlights.