YT for next: Youtube daily Jul 8 2017

For Complex News, I'm Hanuman Welch.

Migos were kicked off a Delta flight Friday night on a flight scheduled from Atlanta to

Des Moines.

According to TMZ, Migos were involved in an incident with Delta Airlines, who reportedly

kicked off Takeoff—and in succession Quavo, Offset, and their road manager—for a safety

issue.

Their manager tells TMZ that Takeoff's bag was on the floor, and not in the overhead

or under the front seat as instructed.

Migos were exhausted and fell asleep in their first class seating, seemingly unaware what

was going on when the flight attendant was trying to inform them to tuck Takeoff's

bag away.

His manager explains the plane continued to taxi to the runaway, but the pilot decided

to remove them after finding out their bag was still on the floor.

TMZ obtained video of their manager talking with a Delta agent trying to understand what

happened followed by threatening to sue Delta for missing their show and claims the incident

was an act of racial profiling.

A Delta spokesman told TMZ:

"The flight returned to the gate because Migos repeatedly refused to follow crew member instructions

to buckle seatbelts and stow carry-on in overhead bins.

Delta says it rebooked Migos on an alternate flight, which is in the air, and scheduled

to land shortly after 9 PM Central time."

Earlier this year, Offset made news headlines for reportedly getting kicked off an American

Airlines flight for using his cellphone.

He took the issue on Instagram in an angrily recorded video claiming to fly private next

time, which has now been deleted.

Which is actually a solid point.

Why would you ever fly commercial ever again if you were Migos?

Fly private and get the promoter or the venue to cover the cost if you don't wanna pay out

of pocket, you're fucking Migos.

That's all for now, we'll keep you updated if Migos actually presses charges.

For everything else, subscribe to Complex on YouTube, for Complex News, I'm Hanuman

Welch.

For more infomation >> Migos Removed From Delta Flight, Manager Alleges Racial Profiling - Duration: 2:34.

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How to create a REAL Artificial Intelligence? - Duration: 4:37.

What's up guys, my name is Selim Chehimi and today

we're going to discuss how the neuroscientist inspired AI company Deep Mind is going to solve Artificial Intelligence.

Demis Hassabis is the co-founder and CEO of Deep Mind which has been acquired by Google in

2014. Deep Mind is often described as a kind of Apollo program for AI because it gathers the best

scientists and engineers to make quick progress in this domain. Let's look at how they are planning to solve intelligence.

One of the major events in AI was when IBM's supercomputer Deep Blue beats the world chess champion Gary Kasparov in

1997.

But Deep Blue is a Narrow AI which means it can do only one specific task

so in this case playing chess. It can't do anything else and from an AI point of view, this is very

frustrating because you wonder where is the intelligence. Most AI Systems today are Narrow AI. Deep Mind wants to create an Artificial

Intelligence that carries out most human professions at least as well as a human. The progress being made by the company are really incredible.

For example, they have created

AlphaGo, the first computer program to defeat the Go world champion Lee Sedol four games to one. In the game of Go, there are more possible moves

than atoms in the entire universe. In other words, there is no way of calculating all possible moves

so Alpha Go needs some sort of human intuition. As you can imagine, AlphaGo's success has shocked the Go Community

and is considered to be the most significant in AI due to the complexity of Go.

But, again, AlphaGo is a Narrow AI: all it can do is playing Go.

Deep Mind wants to go beyond that Narrow AI level so they came up with a new technique called Deep Reinforcement Learning.

It combines two AI techniques: Deep Learning and Reinforcement Learning.

Deep Learning is used to allow the AI to perceive the world around them through neural networks and

Reinforcement Learning consists of selecting the right action from the sets of available options that will best get the AI towards its goal.

Deep Mind is already using this technique in virtual environments – they use computer games for developing and testing out AI

algorithms. Virtual environments and computer games are much more efficient to test the capabilities of AI systems than robotics which are slower,

messier and more expensive.

With computer games, it's much easier because you can have a feedback of the progress of your AI systems with

information like the score etc. Here is a video showing this new technique in action:

Another important aspect of research at DeepMind is systems

neuroscience. The company gets their inspiration not only from mathematics and machine learning but also from how the brain works.

Again, their goal is to solve intelligence and to do that, they want to build a kind of Artificial Hippocampus

which is responsible for memory, imagination, attention, navigation and planning.

To Demis Hassabis, "This isn't about man competing with machines, but rather using them as tools to explore and discover new knowledge together"

Deep Mind is getting closer to solve Artificial Intelligence, once they succeed, they will use it to solve real-world problems like healthcare and climate change.

Thanks so much for watching guys. Don't forget to like this video and also to subscribe.

Follow me on social media and have a look at all my Articles about AI on my blog selimchehimi.com.

For more infomation >> How to create a REAL Artificial Intelligence? - Duration: 4:37.

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Force Overview: Ultimate Frisbee Defense - Duration: 4:42.

My name is Emily Cohen and this is Ultimate101 and in today's tutorial we'll be going

over force.

Alright so force is a pretty big deal in ultimate.

It's one of the biggest foundations and impacts every play in the game.

It determines where we stand defensively and where we want the thrower to throw to.

Today we will be going over force from a defensive perspective, but it also impacts offense as

well.

At the end of this video I have some blank examples where you set up everything yourself

so stay for that.

Ok so when a team uses force they will either call HOME or AWAY.

Home and away describe the side of the thrower to mark.

Home is when you are marking the side of the thrower where you are facing toward your stuff

on the sideline.

Away is when you are marking the side of the thrower that is facing away from your stuff

on the sideline.

So this right here, is a home force because you're facing toward your sideline.

Within every mark there is a force side and a break side.

The force side is the side you are trying to make the thrower throw to.

You are forcing them to throw in this direction.

The break side is the side you don't want them to throw to.

In order for them to get it to this side they have to break your mark, so it's the break

side.

This is an away force.

You're facing away from your sideline.

This is the force side.

This is the break side.

Anything that goes into the marking side is a break.

It can also look something like this.

While marking straight up may seem like the best position because it feels like you're

putting a lot of pressure on the thrower, it doesn't usually end up doing very well

because the thrower is able to throw in both directions and requires the defense to cover

this entire area.

The offender can run both to the left and to the right.

So if the defender is here all they have to do is cut to the right and they are extremely

wide open.

The defense just has no chance.

Where as when you mark on one side it forces you to throw in one direction and allows the

defense to set up to defend that.

Ok so where does the rest of your defense set up?

You position yourself on the opposite side of the mark to try to get the offender back

to the break side because that's where they can't get it.

So the correct placement for this mark will be like this.

They are all defending the open side, which is what you want.

As long as the mark does their job no matter how wide open they are here they will never

get the disc because they are on the break side.

In order for force to work everyone has to line up correctly.

If the mark is incorrect like this all of these people are going to be extremely wide

open, which is not what you want to do.

Or if even one or two defenders line up out of place it's just as bad.

This person is now super wide open and you're probably going to give up a whole bunch of

yards at best.

Ok so if you play against an H stack the concept is exactly the same.

So I want you to tell me where do the defenders line up here?

I'll give you a few seconds to think about it.

Ok here is the answer.

If you said like this you are correct.

Ok so now we're going to go through some examples and see how well you understand force.

So the force is HOME here, where do you mark?