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These flaws in AI training give the technology a bad name, and so do regular media reports suggesting that intelligent machines are poised to decimate the human workforce

These themes, for many people, have obscured AI’s genuine usefulness in data analysis and conversational platforms. And while computer vision does indeed have its flaws, it is more than just a reflection of societal biases: it is potentially an essential tool for both society and business.

Computer vision, or CV, gives machines the power of visual recognition in a way that emulates human sight. Whether a machine is detecting dangers on the road or, more controversially, recognising faces in a crowd, the ultimate aim is to make decisions based on image interpretation.

The tech is an advanced form of pattern recognition, made through statistical comparison of data sets. This means that while machines can “see”, they have no real understanding of what they are looking at. They can distinguish one object from another, true, but can’t explain what this difference means.

Backflipping MIT Mini Cheetah

Circa 2019


MIT’S new mini cheetah robot is the first four-legged robot to do a backflip. At only 20 pounds the limber quadruped can bend and swing its legs wide, enabling it to walk either right side up or upside down. The robot can also trot over uneven terrain about twice as fast as an average person’s walking speed. (Learn more: http://news.mit.edu/2019/mit-mini-cheetah-first-four-legged-…kflip-0304)

Watch more videos from MIT: https://www.youtube.com/user/MITNewsOffice?sub_confirmation=1

The Massachusetts Institute of Technology is an independent, coeducational, privately endowed university in Cambridge, Massachusetts. Our mission is to advance knowledge; to educate students in science, engineering, and technology; and to tackle the most pressing problems facing the world today. We are a community of hands-on problem-solvers in love with fundamental science and eager to make the world a better place.

The MIT YouTube channel features videos about all types of MIT research, including the robot cheetah, LIGO, gravitational waves, mathematics, and bombardier beetles, as well as videos on origami, time capsules, and other aspects of life and culture on the MIT campus. Our goal is to open the doors of MIT and bring the Institute to the world through video.

Drone swarms are coming to the Middle East and Israel is leading the way

Drone swarms are a new concept and are linked to the development of artificial intelligence and networked military units, a futuristic battlefield application that uses the latest advances in technology.


The use of this kind of technology in conflict has raised concerns for years as human-rights groups decried the advent of “killer robots.” Evidence shows that what is actually happening is not the creation of “killer robots,” but rather the use of technology to enable drones and other autonomous or unmanned systems to work together.

Why this matters is because other countries in the region are working on new technologies as well. Iran used drones and cruise missiles to attack Saudi Arabia in September 2019. Turkey has built a drone that reportedly “hunted down” people in Libya, although much remains shrouded in mystery regarding how autonomous the drone was and whether it really hunted down adversaries using artificial intelligence.

Regardless of how Turkey’s Kargu-2 autonomous drone worked, media headlines said it may represent the first use of “AI-armed drones,” and the “new era” of robot war may be upon us.

Johns Hopkins startup aims to shake up AI with a research-first approach

The formula for launching a machine learning company in health care looks something like this: Build a model, test it on historical patient data in a computer lab, and then start selling it to hospitals nationwide.

Suchi Saria, director of the machine learning and health care lab at Johns Hopkins University, is taking a different approach. Her company, Bayesian Health, is coming out of stealth mode on Monday by publishing a prospective study on how one of its lead products — an early warning system for sepsis — impacted the care of current patients in real hospitals.

Elon Musk unveils SpaceX’s newest drone ship for rocket landings at sea

Meet ‘A Shortfall of Gravitas.’


The drone fleet used by SpaceX to catch falling rockets now has a third autonomous ship, whimsically called “A Shortfall of Gravitas.”

Founder Elon Musk unveiled the newest floating rocket landing pad on Twitter Friday (July 9) along with a dramatic video from a flying drone circling the ship.

First robotic pizza restaurant opens in Paris

A new pizzeria, called Pazzi, is staffed entirely by robots, which can handle everything from order-taking to prepping the dough, to boxing the finished meal.

The restaurant, found in the Beaubourg area of Paris, has taken eight years of research and development. Its creators are two inventors, Cyril Hamon and Sébastien Roverso – both passionate about robotics and electronics since childhood – who began designing the machines in a family garage. Their goal has been to reinvent the fast food experience with a fully automated system that is more convenient and empowering to customers, while maintaining the same or better quality food as conventional restaurants and also being environmentally sustainable.

Pazzi builds on the success of a pilot, tested at the Val d’Europe shopping centre in 2019. The 120m² establishment is more visible and centrally located than that earlier demonstration, being opposite the famous Pompidou centre, benefiting from a high attendance.

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