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In the last video in this series, we started on a quest to clear up the misconceptions between artificial intelligence and machine learning, beginning with discussing supervised learning, an essential foundational building block in understanding the modern field of machine learning.

The focus of this video then will continue right were the last one left off, so sit back, relax and join me once again in an exploration into the field of machine learning — more specifically, unsupervised learning!

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The parcel carrier said Tuesday it had applied to the Federal Aviation Administration for certification of drone flights through the company’s recently formed subsidiary called UPS Flight Forward Inc.

The certification if approved, would allow drone flights beyond an operator’s visual line of sight, at night and without limit to the number of drones or operators in command, the company said. Such flights are highly restricted in the U.S.

The FAA is working out the regulatory framework to govern commercial uses of unmanned aircraft, which has been generally restricted to flights below 400 feet and within sight of an operator on the ground.

This new tech is the product of Neuralink, a company that Elon founded in 2016 with a goal of creating an implantable brain-computer interface (BCI) and yes, it is as crazy as it sounds.

He stated that the initial goal with this is to enable people with quadriplegia (paralysis) to control a smartphone or computer with just their thoughts. But anyone that knows the entrepreneur knows that he intends to go bigger than that.

His vision also consists of giving humans the ability to “merge” with AI and therefore give them superhuman intelligence. This is what may then seem like an objective that is too hype to be an actual plan for new technology development.

Microsoft and Google companies want to be central to the development of the thinking machine.


The decision by Microsoft to invest $1 billion in OpenAI, a company jointly founded by Elon Musk, brings closer the time when machines threaten to replace humans in any tasks that humans do today.

OpenAI, which was founded just four years ago, has pioneered a range of technologies which have pushed the frontiers of massive data processing in defiance of the physical and computer capabilities that governed such developments for generations.

Now, with the investment from Microsoft, the pace of technological change is likely to accelerate rapidly. Today, Artificial Intelligence is at a level of what is known as ‘weak AI’ and relies on humans to create the algorithms which allow for the crunching of massive amounts of data to produce new and often predictive results. Artificial General Intelligence, or Strong AI, will herald a new era when robots will essentially be able to think for themselves.

Here’s my newest #transhumanism article from Metro; a very personal story:


At aged five, she announced she was in love with the robot and wanted to marry it.

My wife and I set up a mock wedding and filmed it. It was all good fun until my wife asked how I’d feel if my daughter wanted to do this as an adult with a robot she loved.

Kids do lots of crazy things with their imaginative minds that have little bearing on the future. Playing make-believe has been a cornerstone of childhood for millions of kids for generations.

But no generation can claim their kids were adept at using YouTube before they reached 12 months of age, as both my kids were.

Trying to see the world through someone else’s eyes is a great way to build empathy and understanding between people. Turns out, this approach — when taken literally — also works with robots. Researchers from the University of Bourgogne, University of Trento, and their colleagues used a head-mounted display to put people “inside” a robot and then studied their “likeability and closeness towards the robot.”

“We have demonstrated that by ‘beaming’ a participant into a robot we can change his or her attitude towards the robot,” says University of Trento psychologist Francesco Pavani.

“By ‘beaming’, we mean that we gave the participants the illusion that they were looking through the robot’s eyes, moving its head as if it were their head, look in the mirror and see themselves as a robot.”

OpenAI, the artificial intelligence firm originally founded by Elon Musk and Y Combinator’s Sam Altman, just landed a $1 billion investment from Microsoft.

Though originally founded to be a non-profit, ethical alternative to the massive companies developing AI tech, OpenAI became a sort of hybrid non-profit and for-profit back in March. The two companies have been collaborating on projects for years, but now with this new investment, Business Insider reports that OpenAI will be developing AI tech specifically for Microsoft’s cloud services.

This innovation drive, including increasing use of automation on farms like Dijkstra’s, has helped propel a country with a land mass smaller than the state of West Virginia to become the world’s second-biggest food exporter after the U.S., with agri-food exports worth more than $100 billion.

And it’s dairy, and fruit and vegetables ― where technologies like milking and harvesting robots are becoming commonplace in the Netherlands ― that account for the biggest share of that export revenue.

“Automation has been part of that success story,” said Erik Nicholson of the United Farm Workers of America. The Netherlands “is seen as a world leader because of the innovation going on there and the output it manages despite its comparatively small size.”