Thứ Năm, 2 tháng 8, 2018

Waching daily Aug 2 2018

Hey everybody!

It's Wes from Printful!

This week's question in our Q&A series is "Can I connect my custom-built website to

Printful?"

The answer is - yes, you can.

You can connect your custom website to Printful's API.

All the information you need for that is at printful.com/API.

It does take a lot of web development skills.

So if you start digging around and you decide it's too much trouble, just check out some

of the integrations that we already have with ecommerce websites.

If you have any questions that you would like for us to answer, just leave them in the comments

below.

Hey, Wes from Printful here!

Hope you enjoyed that video.

Go check out other videos on our channel and don't forget to click subscribe to never

miss the latest content.

To get started with Printful today just click on the link in the description below.

For more infomation >> Connecting custom website to Printful - Q&A weekly - Duration: 0:48.

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Themba - Monitor #03 - Johannesburg - Duration: 5:42.

The sound of Johannesburg is extremely eclectic.

We love to sing and we love to dance,

because it's the one way to get ourselves away from the memories,

and the issues that we've got in our country.

So, Johannesburg is the most eclectic city in South Africa.

If you know the background of South Africa,

you know there's all sorts of different races, and different nationalities,

that all live in the same city.

I definitely feel like I represent Johannesburg.

Particularly in my music, because my music is 'African-inspired techno'.

And also, to make it in Johannesburg is a really big deal,

because Johannesburg is like the New York, it's like the London…

Not only of South Africa, but of Africa. So to make it in Johannesburg is a really big deal.

The music basically over the last 20 years, it started off with big DJs like Oskido,

and the whole Kalawa Jazmee crew, would take big house records,

slow them down and rap over them.

That's how Kwaito started.

As time moved on, we sped up the music to a point now where

we'd be playing between 120 BPM and 125 BPM.

South Africans love to sing and dance, and it doesn't really matter what it is,

as long as it sounds good.

Jozi is basically the economic hub of South Africa, it's called the 'City of Gold'.

It basically means that everyone that is here in one way or another

is hunting or digging for gold so the energy and the hustle of the city,

you can't compare it to anything else on the African continent.

It definitely translates to the music, because all of your friends

and your peers all come from different environments.

You'll be at work and your friends will be playing pop;

at home your family will be playing local jazz and soul music from Motown and stuff;

and then when you're with your friends they'll be playing kwaito or hip hop.

They obviously influence your musical taste, and within that you fuse what you like

with what they like, and with what you've heard from other people.

It's just one of those cities where, if you're lazy and just wanna chill,

it's not the place for you.

Because everyone else around you has an agenda.

So, if you want to think where the history of South African music comes from,

this area here is very iconic.

Some of the biggest jazz artists and biggest jazz musicians either played here,

or came from this area of Johannesburg,

Jazz music initially was dance music, because it's what our parents

and their parents used to go out and dance to.

90 percent of us, the first introduction that we have to any music genre is jazz.

South African local jazz.

The history of South Africa, and the history of Johannesburg is so painful

that it can only be rich, the music that comes out of the country.

It's the escapism, you can sing and you can dance, to forget about your worries and your woes.

That's what music is, that's why music is so important

and that's why music is so big in Johannesburg.

Electronic music grew with the growth of the DJ.

The more popular the DJs became, the more popular the genre became.

Any kid that grows up here, you ask them what they want to do,

90 percent of them will tell you that DJing is in their top 5 list of things that they want to do.

I just look at what it's done for me and my personal life.

What I do has inspired other kids to go into the studio and to produce.

And what we're doing with Bridges For Music, it's giving the skills back

to people who wouldn't ordinarily have them, or have access to these skills.

How does one get out of a situation like this?

You find the thing you're most passionate about, you literally zero in on it and focus on it,

and you use it to inspire yourself and inspire others and to get yourself out of your present situation.

This place is relevant, because this is where the youth hangs out.

Anything that is going to happen in South Africa will basically start off in Braamfontein as a sneeze,

and then the whole country will catch a cold.

So the music scene in Johannesburg at the moment is currently very very exciting,

there is a lot of different producers and DJs coming up

with different sounds, and yeah, it's all globally appealing yet locally relevant material.

I was also very confused. We're so Western influenced here.

I took a flight and went overseas to Europe

to figure out what it is that a South African needs to do.

And, it's very simple - I left what the rest of the world was looking for back home.

As South Africans we've got that vibe. Especially, if you're living in Johannesburg,

you are arguably in the best place to be able to nurture your sound,

and carve your sound, and then export it to the rest of the world.

Because the rest of the world is looking for something different, something unique.

In South Africa, and Africa, we've got it.

For more infomation >> Themba - Monitor #03 - Johannesburg - Duration: 5:42.

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Guild Wars 2 - PvP Beginner's Guide 2018 | GEAR, BUILDS, GAMEMODES AND WHERE TO START - Duration: 10:21.

Heya there guys,

I've been receiving quite a lot comments on my videos about PvP.

That is the Player versus Player mode in Guild Wars 2.

Usually, I don't explicitly mention the PvP aspect of the topics I cover in my videos.

So, let me make it up to you guys with this video.

In this video I will explain the basics of PvP in Guild Wars 2.

So, I will talk about how the gamemodes work, how to get there, ranked- and unranked gamemodes

and how gear works in PvP.

There's actually a pretty good video about the basics of PvP made by the user "Jawgeous".

I hope I pronounced that right.

His video goes a little deeper into the details of PvP.

So, if you're into that, check out his video in the description.

He actually has quite a big following on Twitch so make sure to check him out!

I'm going to try and cover other topics than he did so we don't have exactly the same video

haha.

You guys know the drill by now.

If you haven't subscribed yet, don't forget to press the subscribe button for more Guild

Wars 2 content.

And if this video helped you, don't forget to give it a like and share it with your guildies.

If you want to skip ahead to a certain topic of this video, please check out the timestamps

I've provided in the description.

So, let's start with the PvP menu.

This menu is obviously the place you want to start if you are looking for some PvP.

There is no default keybind for this.

So, you'll have to click it manually.

You can find the menu on the top left corner of your screen by clicking the two crossed

swords.

If all goes right, this menu should pop up.

As you can see, it has some statistics about my previous matches in PvP.

It also shows my win/lose rate on various professions and two buttons that bring you

straight into PvP.

From here, you can access the Heart of the Mists.

If you are new to PvP, you want to go there first.

Here you can select the armor, weapons and trinkets for PvP.

The weapons and skills you are going to use in PvP are normalized.

Meaning that your weapons have a fixed set of attributes.

This gives you and your opponents no advantage over each other.

Your PvE and PvP armor and weapons are seperated in this game mode so it is best that you select

your prefered armor, trinkets and weapons in the lobby first.

Right now, there are some runes that you still have to unlock if you are going to play PvP.

So, you might have to spend a small amount of gold if you want to run a very specific

build.

But before we're going to talk about builds, let's talk about the current gamemodes.

Right now, we have 2 gamemodes in structured PvP.

These are the Conquest gamemode and the Stronghold Gamemode.

In the Conquest gamemode you and your party of 5 fight against another party of 5.

And you are placed in either the red team or the blue team.

The Conquest gamemode revolves around the concept of capturing and holding certain objectives.

There are a ton of different maps for this gamemode.

Each of them having a map-specific mechanic tied to it.

For example, the Battle of Khylo has catapults that you can use to damage foes from a large

distance.

And, the Temple of the Silent storm has special meditations.

Channel these meditations before the other team and you will receive extra points.

Winning in this gamemode requires some communication with your team.

You'll have to divide your team across the map to effectively capture the capture points.

Most maps have three capture points divided over the map.

Each captured location on the map adds one point to your score, every two seconds.

So, having three points will give you 3 points every 2 seconds.

Defeating your opponents in battle will add 5 extra points to your score.

And there are some map-specific objectives you can capture to gain even more points

The main goal of this gamemode is reaching 500 points before the enemy team.

You can find this score in top of your screen.

The Stronghold gamemode is about defeating the enemy lord before the enemy team does.

This gamemode has some PvE elements mixed into it.

You'll have to summon doorbreakers and archers to actually get to the boss.

In this gamemode you can also summon a champion at a specific time.

This champion has some special abilities and can make it a bit easier to get to the enemy

lord.

This gamemode is actually quite similar to Moba's like DoTA 2, League of Legends and

Heroes of the Storm.

It's basically the same concept with a little mix added in to it.

If I remember correctly, Guild Wars 1 also experimented with this playstyle back in the

day.

It had something to do with wintersday if I recall correctly.

Let me know in the comments if you remember the event!

So, how do you play these two gamemodes?

Go to the PvP menu I've talked about and press the unranked play or ranked play buttons.

The Unranked play mode matchmakes you with 5 other people and allows you to play Conquest

and Stronghold gamemodes.

The ranked play mode matchmakes you with 5 other people and currently only allows you

to play conquest maps.

This brings me to ranked PvP.

Also known as the PvP league.

As stated before, the only maps you can currently play in ranked PvP are the Conquest maps.

For me, the exact reason for this is unknown.

Although, it makes sense that there is a fixed set of maps with the same concept that will

determine your rank.

Anyway, before you start you'll have to do 10 placement games.

These placement games determine an approriate rank that matches your playstyle and experience

in Guild Wars 2 PvP.

From there on, you can gain or lose rank by winning or losing.

Currently the ranked divisions are divided into Bronze, Silver, Gold, Platium and Legendary.

Each of these divisions is also divided into tiers.

As you can see, I'm tier 1 gold right now.

Which is ok I guess.

I'll let you be the judge of that.

If you want to participate in the PvP league, your time is limited.

The system works with several seasons and usually these seasons last for about 2 months.

Okay, but why should you play ranked PvP The rewards from playing Ranked PvP are actually

quite nice.

The more you play, the chests you'll acquire.

Winning a game grants you more progress towards one of these chests.

These chests grant some gold, transmutation charges and some PvP League tickets that allow

you to get special PvP cosmetics.

Moving on!

Let's talk about skill builds you can use in Guild Wars 2 PvP.

So, I get quite a lot of questions about the builds you can either use in PvP or PvE.

Here is what I usually do.

If you're new, try to see what profession you are already comfortable with.

Professions you've been playing in PvE and you know the skills of.

Go back to the PvP lobby, the Heart of the mists, and select skills that you like.

After that, click the helment you see in the top of your screen and select the traits that

fit your playstyle and your skills.

After that you can set your armor, weapons and trinkets in the same menu.

Does this seem overwhelming?

Well, it sure does to me sometimes.

Another thing you can do is select a pre-set build made by the game's developers.

Click on the helmet to open your PvP build menu.

In the bottom right you'll find a small drop down button with a fixed set of builds.

Some require the expansions but this is explicitly mentioned.

But, what I usually do to create my PvP build is go to Metabattle.

You can find a link to this website in the description.

On this website you'll find a lot of PvP builds with a rating tied to it.

From my own experience, these builds are usually very effective.

The website shows the exact sigils, runes, skills and armor you'll need to play the build.

There are even some good builds out there for people that do not own any of the expansions.

*Please don't bring up the Pay to Win arguement.

It's false*

There has been some critism on the use of these websites.

For example, it would lack build diversity and limit you to one specific playstyle.

And I guess that I can see where this is coming from.

If you want to get used to PvP or try out a different profession, I would have a look

at Metabattle.

But if you really want to get good, see what's out there and create your own build!

I have some small other notes to finish up this video.

Don't forget to select a Reward Track.

You can also find this in the PvP menu.

This helps you to unlock some extra skins and armor for your character.

In most cases, these skins are also acquirable through PvE.

Playing PvP will also grant you some reward track potions.

These can speed up the process for getting that special skin!

If you're into creating your own PvP game you can check out the custom game browser.

Here you can join your friends, guildies or others to play PvP in a specific way.

If you want to host your own game, you'll need a special token which will cost 200 gold

in Heart of the mists.

These custom games also allow you to access special Deathmatch maps like the Courtyard

and the Hall of the Mists.

Deathmatch maps used to be in the unranked rotation if I'm correct but are now only accessable

via a custom game.

I think this all wraps up the basics for PvP in Guild Wars 2.

This video might be in a strange order since I didn't quite know where to start.

So, I hope all is clear.

If not, or if you have any other questions.

Please refer to the comment section.

If you think this video was helpful, give it a like and share it with your guildies

and subscribe for more Guild Wars 2 content :)

I hope you all enjoyed this video.

See you in the next one!

PEACE!

Oh, and if you're interested, here are the builds that I've used in the video.

I'll show you the skills, armor and traits on screen!

Once again, thank you for watching! :)

For more infomation >> Guild Wars 2 - PvP Beginner's Guide 2018 | GEAR, BUILDS, GAMEMODES AND WHERE TO START - Duration: 10:21.

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Lubbock Power Outage: What You Need to Know | Heavy.com - Duration: 4:01.

Lubbock Power Outage: What You Need to Know | Heavy.com

More than two thousand homes in Lubbock, Texas have been impacted by a massive power outage that hit central Lubbock on Wednesday.

A spokesman for Lubbock Power and Light said that the company still did not know what had caused the power outage.

On Wednesday afternoon, repair crews were still working to fix the problem.

Here's what you need to know:.

The Outage Impacted 2,159 LP&L Customers and Shut Down Traffic Lights in Central Lubbock.

A statement from Lubbock Power and Light said that the outage had impacted more than two thousand people in the area from 19th Street to 50th Street, and from Indiana Avenue to University Avenue.

Traffic lights were out, and police officers were sent to direct traffic at 19th and Boston, 19th and Flint, and 50th and Boston.

There was no word about when the traffic lights will be back on.

Lubbock Power and Lights has said it's working to fix the power outage, but said it didn't know when power would be fully restored.

The Outage Was Caused By A Damaged Section of Underground Pipe –There's No Word On When It Will Be Repaired.

At first, LP&L seemed to be in the dark about what had caused the power outage.

But finally, the company tweeted that a damaged section of underground line had caused the power cut.

The company said that crews are working to fix the situation — but they didn't give any word on when the lights and power would be back on.

The company said, "We understand this is a major inconvenience and are working to bring customers back up as quickly as possible.".

An earlier statement from the company read as follows:.

OUTAGE ALERT: 2,159 customers in Central Lubbock are currently experiencing an interruption of service.

Crews have been dispatched to the substation that serves that portion of the service territory in order to locate the cause and safely restore power to affected customers.

We will provide an update as to the cause and estimated time of full restoration as soon as we can.

We understand the importance of a quick restoration of power this time of year.

Thank you for your patience as crews complete their work.

Repair Crews Got to Work This Afternoon, But Outages Are Still Being Reported.

LP&L announced this afternoon that they had sent out repair crews to fix the problem.

But two hours after that announcement, outages were still being reported in parts of Lubbock.

The company had also not sent out any updates.

For more infomation >> Lubbock Power Outage: What You Need to Know | Heavy.com - Duration: 4:01.

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Medii, Dreweybear - More of Us (Lyrics) feat. Lenii - Duration: 3:23.

And less of you

cause There are more of us now

It's what we do

We'll stand together

And less of you

There are more of us now

And let you through

we won't lie down

in the world and you're living here too

Cause there's so much more To be worried about

Even if you bled blue

But I'd still be your friend

Like humans do

Cause we both bleed red

Will you be mine too

I'll be your friend

And less of you

cause There are more of us now

It's what we do

We'll stand together

And less of you

There are more of us now

And let you through

That we won't lie down

And realize

I hope they see us

With spirits high

I hope they see us

Expecting us to die

They're drinking poison and

Who don't know what love's like

I'm sorry for those

Them to love one another

It's easier for

Hating each other

Kids are not born

For more infomation >> Medii, Dreweybear - More of Us (Lyrics) feat. Lenii - Duration: 3:23.

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Let The Property Brothers Redo Your Home... on the High Seas // Omaze - Duration: 0:58.

Hey, we're Drew and Jonathan Scott

from Property Brothers.

Put down those plans!

We wanna make over your home on the high seas.

We better explain that.

We're supporting a great cause

by teaming up with Omaze

to give one lucky winner and a friend

the chance to go sailing with the Scotts in the Bahamas.

We'll fly you and a friend down to Miami.

You'll get VIP access

to a whole bunch of activities on shore.

And of course you'll get a personal design consultation

and virtual makeover.

You have to pay for that.

We're also gonna give you some beautiful

Scott Living furniture

to turn that virtual dream home into a reality.

So what are you waiting for?

Click on the link below,

or go to omaze.com/brothers to enter.

The best part is every donation supports WE

and their mission to make it easy for people to do good

and create a difference in this world.

Did I mention that you get to see

how ridiculous Drew looks in his European swimwear?

You're just jealous.

Of what?

That I make this look good.

Wow.

Okay, I'd rather switch him with you.

Let's hang out.

Bring me a Mai Tai!

For more infomation >> Let The Property Brothers Redo Your Home... on the High Seas // Omaze - Duration: 0:58.

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Jerry O'Connell Talks About His Upcoming Bravo Show, 'Carter' | TODAY - Duration: 3:57.

For more infomation >> Jerry O'Connell Talks About His Upcoming Bravo Show, 'Carter' | TODAY - Duration: 3:57.

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GO TO SLEEP!!! or THE MOON EYED PEOPLE will get you... - Duration: 10:02.

welcome back and in today's video we could be going on an adventure a

perilous journey with real danger very soon there's an urban legend that's very

close to me and if this video gets 300 bucks

then we're probably gonna take a camera and we're gonna we're gonna go see if

the moon hide people exist moon-eyed people are a race of people from

Cherokee tradition who are said to have lived in the Appalachia until Cherokee

expelled them expelled means forcefully removed they are mentioned in a 1797

book by Benjamin Smith Barton who explains they are called moon odd

because they saw poorly during the day later variants add additional details

claiming the people had white skin that they created the area's pre-columbian

ruins and that they went west after their defeat barton cited as his source

of conversation with colonial Leonard Marbury 1749 1796 an early settler of

Georgia now I know that this is shocking that here in Georgia where I'm from too

many people you didn't realize that your your town was full of such mystery but

I'm here to tell you that Georgia is one of the most interesting places into the

world so this is a an actual plaque from the Fort Mountain State Park it talks

about the moon-eyed people that that is the coolest thing that have ever seen it

says while some legends equate the moon eyed people with the descendants of

Prince Madog Cherokee legends tell of the moon on people that inhabited the

southern highlands before they arrived these people are said to have been

unable to see during certain phases of the Moon Wow

that's a little bit more detailed it makes me wonder one or two things were

these early settlers were they aliens from an

planet is rip Zilla and ancestor of these aliens or were they actually white

people that were here living before Columbus ever hit ground a lot of you

know by now that Columbus was probably not the first person to actually

discover America as there's so many different accounts of other people

heating this land before him other variations of the Cherokee legend tell

about people with fair skin blonde hair and blue eyes that occupied the mountain

areas until Cherokee invaders finally dispersed them some tales said the moon

eyed people could see in the dark but we're nearly blonde in daylight other

legends describe them as albinos now it's like it's very interesting because

I too have fair skin a natural hair color of blonde and my eyes are blue it

does make me wonder were these just like early set was white people already in

America or before all of this started and that's an interesting concept

Delaware Indian legend tells of their immigration eastward from the Far West

and meeting a race of very tall robust light-skinned people they called the

allegewi along the Mississippi and Ohio rivers

the Delaware were stopped in their advancement by the allegory until they

prevailed with the support of Iroquois Iroquois who were also moving eastward

some surviving in lagoon went to Cherokee territory and stayed with them

for a time and are remembered as moon eye people who were tall fair skinned

with light hair and gray eyes and carried strange weapons and tools now

this is another thing well hello there I just released a new merch line called

the black sheep by RevZilla it's of course it's in the merch store which is

in the description below but it's it's basically just how we are a flock we are

the black sheep of our families and society we just stand out you can get

the hoodies you can get the stick you get the mug I

specifically this sweater coming because oh my god I'm gonna wear it during

Thanksgiving dinner and Christmas dinner because you know why I'm the black sheep

strange weapons and tools lead me to believe that they are probably from

outer space another theory that just pops in my head but what if they were

time travelers mm-hmm let that sink in Barton suggested the

moon out people were actually ancestors of the obamas that lana wafer

encountered among the Kuna people of Panama who were also called moon eyed

people and if you don't know who lion-o wafer is he was a welsh explorer

Buccaneer and privateer from 1642 1705 a chip surgeon wafer made several voyages

to the South Seas and visited maritime Southeast Asia in not in 1676 and 1679

he sailed again as a sergeant soon after settling in Jamaica to practice his

profession there are actually lots of strange that like this is a remnant of a

prehistoric wall there's actually statues and many other things that were

built by these moon on people and they are very close to fort Melton State Park

near Chatsworth Georgia one of the more popular theories is that Cherokee

tradition may have actually been influenced by contemporary European

American legends of the Welsh Indians these legends attributed ancient ruins

to a Welsh pre-columbian voyage pre-columbian means before Columbus was

there some versions specifically connect the voyage to a prince named modoch

who's that guy modock also spelled Maddog and I'm not even gonna try to

pronounce that was according to folklore a Welsh prince who sailed to America in

1170 that's right Greg 1170 that is before Columbus was there over 300 years

before Christopher Columbus's voyage in 1492 according to the story it was the

son of Owain Gwynedd and took to the sea to flee some violence at home

so in an 1810 letter former Tennessee Governor John severe wrote the Cherokee

leader okano stotra and told him in 1783 the

local mounds had been built by white people who were pushed from the area by

ascendant Cherokees according to severe econo Stata confirmed that these were

Welsh from across the ocean now I think that's very interesting because if

Christopher Columbus wasn't the first to settle here there were actually other

Welsh white people here before the Cherokees and the Cherokees actually

pushed them from it it's very interesting

could it be aliens could it be time travelers could it be albano people from

Panama it's very interesting here's a picture of the fort mountain in Georgia

and if you've watched some of my live streams I've actually showed you this

mountain and what's very interesting when I was 15 years old me and one of my

friends actually trekked up this left side of this mountain I see these rocks

right here I almost actually died on those rocks as I almost fell off the

mountain but was actually caught by my friend he saved me and we trekked it

took us three days to trek from the left and the right you cannot make this stuff

up but there's an ancient 885 foot long zigzagging rock wall that was built from

stone and that's that's one of the things that I want to do if we do get

300 likes on this video then I am going to take my camera we're going to go to

that wall and we're gonna check this out and we're gonna look around for there's

also there's actually also a cave up there that I'll have been in before now

this is stuff from my teenage years and to know now that that these things that

I saw before could actually be like pieces to this legend is very exciting

it's it's something that I really like to do there's several other theories I'm

gonna put this in the description below and as interesting as this is always so

those for interest to me that's right you guessed it our know what you think

about this so Irish garden is your creative under interesting responses to

the comment box be like there's always brothers and sisters I will see you in

the next video man like this is why I live for adventure adventure and

drinking out of the the official rep squad mug which you can also get in the

description below but yeah guys this sounds very fun and I think that's

something that we should do because I know that you're repping if you're not

ripping your dragna how do you become a member the rest go to all you get is

subscribers notification I'll be in the comment section to every single video

cuz I'm gonna be there Greg the cat's gonna be there and the rest of the reps

call community is going to be there and I expect to see you there as well

because this channel loves you great we're going on an adventure

For more infomation >> GO TO SLEEP!!! or THE MOON EYED PEOPLE will get you... - Duration: 10:02.

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Science Speed Dating - Learn About Scientific Fields in Under 5 Minutes - Duration: 38:25.

- Hello and welcome to Science Speed Dating.

I'm your host Eric Heisserer, screenwriter of Arrival

and writer of the comic book Secret Weapons.

If you have opinions about either of those

and want to see me face-to-face,

I am currently up for auction at charitybuzz.com

so go over there and bid.

If you win then I'll take us to lunch

and you can criticize my moderation of this event

for an hour if you like.

So let's talk about Science Speed Dating.

This is a made possible by Science & Entertainment Exchange,

which is a program for the National Academy of Sciences.

I would not try to say that fast

and the way this goes is

each of these six geniuses here with me

have exactly four minutes to blow your mind with science

and then after that we will open up to general questions

and then we'll we'll be off to the races

and there may be Mario Kart races.

So let's start this with our first speaker,

Clifford V. Johnson, Professor of Astronomy and Physics,

was it?

- Physics, USC.

- USC, all right.

Your four minutes start now Clifford.

- Well hi, I thought it'd be fun to give you 10 things

that you should know about black holes.

So you should maybe take that to the pub

and impress your friends in conversations.

So you hear about black holes a lot,

but what are they and you know when do they come about?

First of all, they weren't invented by Stephen Hawking

as people often say, they actually were invented

or discovered, the idea came a lot earlier.

Actually in the 19th century a teacher called Michell,

John Michell had the idea.

He was thinking about the fact that,

as it has been recently discovered,

light travels at a finite speed

and he thought what if the escape velocity,

how fast you need to get a rocket off a planet or something,

what if that escape velocity was the speed of light?

Then it wouldn't be able to escape

and you would have what he thought of

as what he called a black or dark star.

The term black hole came later.

So that's the context.

It's an old idea,

but then it actually made a lot of sense

much later on by about 1915

when Einstein had helped us figure out

what gravity really was

and it was fabric of space and time itself.

It's this sort of flexible thing that can change and stretch

and all those ideas you've heard about warp drive

and what-have-you are inspired by that sort of idea.

The shape of space and time changing.

It turns out that within a few months of

Einstein writing down his final equations,

which are really, really difficult equations to solve,

in the trenches in World War I in his spare time

a young guy called Karl Schwarzschild

actually figured out the first

non-trivial solution of Einstein's equations.

Turns out that that, the Schwarzschild solution,

is the thing that eventually we recognized

as also describing a black hole.

So that was 1916.

So then you go a little bit further and what's going on?

Well people are going well yeah,

is it just some crazy solution that isn't real?

Is this really physics?

It's so extreme, it's so crazy, this object,

that people took a long time to actually appreciate

whether it really existed.

Turns out nature really makes them.

We now know that.

People realized actually that stars like our Sun

or actually a little bit bigger than our Sun

and anything much bigger than that,

eventually they run out of the fuel

that they burn in order to stay

actually these big bright objects that we that we know,

they run out of that fuel

and then there's a lot of stuff left over

that then collapses under gravity

and becomes so compressed that the escape velocity

is the speed of light and a black hole forms.

It turns out black holes

are showing up everywhere in the universe now

where we're understanding astrophysics.

The center of nearly every galaxy

has a supermassive black hole,

hundreds of millions of times the mass of our Sun.

Those may be not just decoration,

they may be crucial to how galaxies form, how they evolve.

So we're learning so much about the fate of our universe

and everything in it is governed

by the influence of black holes in interesting ways.

Most recently you may have heard in the news

about colliding black holes.

There's an experiment called LIGO

where you receive gravitational waves,

which are ripple in that flexible space in time

that Einstein discovered.

Ripples coming out from the explosion

created by two black holes colliding.

So that's another amazing place we're beginning to see that

black holes are everywhere we look

in various interesting ways

crucial to how astrophysics works.

And finally, actually as Hawking discovered

black holes actually aren't black.

When you start mixing them with quantum physics,

we're learning so much about how much changes

when you add that.

It turns out the black holes leak out radiation

due to quantum effects in a very interesting way

and the whole field of quantum gravity,

which is what I work on, uses that

and many more things to explore how black holes really work.

- Wow Clifford, you're right there under the wire.

(laughing)

I don't think you could be that more accurate

if you were in a black hole.

(laughing)

Next up is a Director for analytical development

at a pharmaceutical company, it's Jaime Marach.

- Hi everybody, a pleasure to be here today.

I'm going to talk to you about the medical field

and we have an image on the screen with me today I think

for my topic, for your enjoyment.

What I really want to start with is

I hope they get all the cancer out.

And this is really what every patient says

when they finish their surgery to remove their cancer

and so I'm going to talk about this cancer detecting pen

and it's called the MasSpec Pen

and it was invented by a group

at the University of Texas at Austin

and I'm really excited about it.

This is the future of healthcare to me

and this cancer detecting pen

can help with tumor removal

while the patient is on the operating table.

And it can help the surgeon make decisions in seconds

in real time during the surgery.

And so thinking of how common cancer is,

this pen has the ability to

affect millions of people's lives.

And so it's been in the news, maybe you guys have seen it,

but what's the current problem that this pen

is trying to solve?

It's that cancer patients, like we said,

they undergo a surgical treatment to remove their tumors,

the surgeon will attempt to remove

all of the cancerous tissue

while leaving as much of the healthy tissue behind.

You remove not enough tissue,

the patient is back for surgery again.

It's more anesthesia, cost, time, pain, recovery.

If you remove too much you may end up with more

disfiguring aesthetics with what's remaining behind

so this is just a really important area.

And so to assess currently how much tumor to remove

by the surgeon they take tissue slices.

They remove slices from the body or pieces of tissue

and they send them off to a separate lab frozen

and they analyze them there.

Meanwhile the patient is left on the operating table

for 30 minutes or more open while these samples are analyzed

and decisions are made and a lot of times the result is

not all of the tumor is removed.

So this is why this is just really exciting.

So the solution to this problem, this MasSpec Pen,

it works like a barcode reader for cancer.

So they will take this pen and actually touch it

to the open patient in the operating room.

It's non-destructive, you just hold the tip

up to the tumor and it will actually read

the sort of biomarker unique profile of that tumor

and the software will read out

cancer, you should take more out,

or healthy cells, you can stop here and move on

and test the the next area.

So it really helps with looking at the margins of the tumors

and in the image that you guys are sharing with me,

you're seeing a tumor that is removed from the body

in the lab.

It can be used for that traditional laboratory use as well,

but the really exciting discovery is

to use it in real time in surgery.

So how does this pen work?

As you can see it's a handheld device.

It has a disposable biocompatible tip

and when you hold it to the tumor

it releases a water droplet onto that tumor.

The water droplet sits there for three seconds

and it's able to actually extract some of those proteins

and fats and things on the surface of the tumor

and then it carries that water molecule through the tube

and to this very sophisticated mass spectrometer

that will give you this unique readout.

So that gives that immediate cancer/no cancer readout.

It's really super cool.

So at the end of the day the result is

hopefully the patient can finish their surgery

and say I'm cancer-free!

And just have a really good outcome.

So this pen is currently being used

in human clinical trials this year

so keep a watch out for it.

We all hope it gets approved

and really helps make our lives better.

So thank you very much.

- Wow, all right.

We've gone from black holes to cancer sniffing pens

and next up we will be speaking with

a Software Engineer at Google.

Let's meet Anthony Mays.

- Hey there, how's it going?

My name is Anthony D. Mays, Software Engineer

on the data visualization team at Google.

I've been working there for four years

and I've loved every minute of it.

I work in a group called

the data infrastructure and analysis team

and one of the things that we're responsible for

is building software systems

that manage petabytes of information.

And one of the great things about thinking about that

is sort of hard to conceptualize what a petabyte is

until you realize that a terabyte is

a thousand gigabytes roughly, like 1024 gigabytes.

And an exabyte is one thousand terabytes.

So that's a lot of information going back and forth

and I love how at Google I get to work with these systems

that are moving data all over the world

with data centers all over the place

and just doing amazing things.

And one of the things that I get to do is

I get to help organize the world's information

and make it universally accessible and useful

by building data visualizations.

I specifically work on web front-ends in JavaScript

and a number of other languages and I've worked with

about 30 different programming languages

in my very short lifetime.

And so I've really enjoyed the process of

just problem solving and like fixing bugs

and adding new features.

Some of the work that I've had the opportunity to work on

has appeared and a lot of popular Google products

like Google Analytics for instance or Google AdWords.

So the stuff that helps you understand,

like if you're running a website,

what kind of traffic are you getting?

What kind of people are you seeing?

How can you add features to your website to make it better?

So I get to help add visualizations

that help our internal stakeholders

really tell the story about what's happening with data

and make decisions off of that.

One of the interesting things about myself

and my story and getting to Google is that

I never thought that I could actually work

at a place like Google.

I never thought that I could become a software engineer

and that's because I grew up in a place called Compton,

which some of you out there may know.

I'm straight out of Compton.

I moved there when I was four years old in 1988

or 1997 I should say.

And the very next year a kindergarten teacher found

that I had been physically abused

and so I ended up getting into foster care in Compton

and it was a really rough time growing up,

but one of the things that I learned

when I was 8 years old is how to program

and I taught myself how to code

using the basic programming language when I was 8.

And that was a pretty amazing thing

because for me I wanted to just build my own bat computer.

I was a huge Batman fan

and I'm not just saying that 'cause I'm at Comic Con,

but I've always loved Batman

and I wanted to have my own bat computer

so I taught myself how to program

and build my own bat computer.

Let's be clear it was crappy, but it still mines.

And one of the great promises of working

in computer sciences is that in computer science is that

you can build things with your own hands.

You can conceptualize something and then in many respects

bring that to reality using code

and that's one of the things that I hope to share with

the next generation of technologists.

You know when I go back to Compton now

there's this robust STEM program and tons of kids

that are learning Python and learning languages

that I hadn't had the opportunity to learn

when I was growing up.

And being able to see all of the diversity of people,

people that come from diverse backgrounds

from all over the world

and getting the chance to work with them is

just an amazing thing.

And it's not something that you need a lot of money

to get involved in either.

Many people have multiple computers at home,

have multiple phones, and you can learn how to code today

and start building things today

and putting that stuff out into the whole world.

And so I love being a Software Engineer.

I love being able to work at Google

and helping to further their mission of

organizing the world's information.

Just a cool job and so if it's something

that you're ever thinking about

I'm sure that there are some of my panelists here today

that know how to code

and it's just one of those cool things that

I think that if you're into it, you should try it out.

It's great problem-solving.

- All right, that's halfway through our list of geniuses.

Next up is Astronomer Phil Plait.

- For all of human history up until 1781,

you could count all the known planets

in the entire universe on two hands.

Mercury, Venus, Earth, Mars, Jupiter, and Saturn.

Then we discovered Uranus

and in 1846 Neptune was discovered,

but even then up until the 1990s

you could still count all the known planets

in the entire universe on two hands.

Eight, nine?

Say eight.

(laughing)

This wasn't for lack of looking.

Astronomers had looked for other planets

and we tried to look for planets around other stars.

That's really hard because planets are faint

and stars are really bright,

but that all changed in 1992.

We found two planets orbiting a pulsar.

Now given that a pulsar is the compressed remains

of a star that exploded in a supernova,

this came as a bit of a surprise.

And it turns out that there have been a lot of

false starts, a lot of claims of planets

that have been made for a long time.

They'd always turned out to be wrong,

but these planets were real

and once we knew we were out there,

we started coming up with a lot of

clever techniques to find them.

Talking about the reflex method, the transit method,

direct imaging, gravitational lensing,

and I can't go into details about that

because this is science speed dating,

not science a long term relationship

and I don't have that kind of time.

But gravitational lensing is really cool,

but no, I'm not going to talk about that.

A first date should leave some mystery,

but now we have whole observatories

dedicated to looking for these planets.

Orbiting observatories

and all they do is look at other stars

and trying to find these other planets and they work.

We have 3,000 known confirmed exoplanets,

planets orbiting alien stars.

This is enough to start categorizing them,

to understand how they behave.

Even how they form.

And the goal and and don't let astronomers lie to you,

there are a lot of different goals,

but this is the goal, is to find another Earth.

Now we know that there are other worlds in our solar system

that might be able to support life.

There are these icy moons orbiting Jupiter and Saturn

and underneath them they have liquid water oceans

and the conditions there are okay for life.

We don't know if they have life, but maybe.

And there's Saturn's moon Titan

and this is really cold place.

It is so cold that water is frozen

harder than granite there,

but there's liquid methane on the surface

and that, it turns out,

might be able to support life as well.

But these are alien worlds.

They don't remind us of Earth

and so we're looking for another Earth.

These other worlds don't look like home.

There's something about a warm watery blue-green planet

that just calls to us

and we're very, very close to finding that.

That's why I love this field of exoplanetary astronomy.

We've spent all this time on Earth,

all of humanity trying to answer a question is are we alone?

And exoplanetary science is

a big step in answering that question.

- All right Phil, with a minute to spare.

- Wow, I've never come in under deadline.

That's amazing.

(laughing)

- Can I have that minute?

(laughs)

- We're gonna switch over now from astronomy to economics

and joining us here is Alison Sanchez.

- Hi everyone, my name is Alison and I'm an Economist.

I have to admit I was a little nervous today

when I was asked to come on the panel

and talk about economics because for a lot of people

it's not a very glamorous field,

I don't get to cure cancer on a daily basis,

I don't get to find new planets,

but what I do get to do is answer asked questions

about the world around me.

And that's really what economics is about.

Asking questions about humanity itself.

So as economics has grown as a field,

we've gone from concepts like supply and demand

and production costs and interest rates

to really neat questions like

does artificial intelligence have the capacity

to make us happier as workers, as human beings?

So as the economy evolves as humanity evolves

so does the field of economics.

So some of the new questions being asked in economics

revolve around things like rapid technological change.

So I mentioned artificial intelligence.

This is a new field for science,

but it's also a new field for economists.

Economists are very interested in seeing how

artificial intelligence not only affects the workforce,

but it affects things like people's happiness.

Are you happier because you have a smartphone?

Are you happier because you can

have something tell you to turn your lights on and off

to save you energy in your home?

It's things like that, those are really neat questions

that I think five, 10 years ago

economists didn't get to ask

because the technology hadn't evolved to that point.

So we rely on other scientists to innovate

and do things and then we go

and kind of study what they've done.

Innovation is a new field for economics

because as we evolved as human beings,

as we evolved as scientists,

technology is evolving incredibly rapidly.

So we like to study how people innovate.

Why is it that some countries

are more innovative than others?

Why does some inventions take off

while others you never hear about again?

So those are questions economists ask.

Other questions regarding humanity.

Things like altruism.

I myself am sent somebody who studies altruism,

which was newer for the field of economics

because economists like to believe

or had believed for a long time

that people were basically selfish

so when we find that people are altruistic

we try to find out why people are altruistic.

So what makes somebody a nice?

how does somebody switch from being selfish

to making an altruistic decision

and how can we get people to be nicer to one another

and make more of those altruistic decisions?

So that's something that I personally study

and it's a growing field within economics.

Another thing that we're studying is inequality.

Inequality is increasing over the years.

It was on the decline and now it has increased

according to some of the metrics.

So we want to find out what are the sources of inequality?

Why is it that there is a growing population of

have-nots in the world?

And figure out how we can get more balance.

Another thing talking about technology,

has technology and the rapid increase in technology

has that contributed to inequality

in any meaningful way and how can we get people

to be more of a level playing field?

So those are some of the really interesting questions.

Economics is not a glamour field.

We're at Comic-Con

and I don't think there's going to be an economist

in the next Marvel film,

although I'd love to see a Econo-Girl

or maybe a Wonder Economist out there.

So Marvel if you're listening, show econ some love.

(laughs)

- Fantastic.

All right, last on our list here,

the genius right next to me here is Bobby Williams,

Senior Research Manager at Corteva

to tell us about agriculture.

- All right, well thank you for having me

and this is a lot of fun.

I'm really actually enjoying the panel as a viewer.

(laughing)

So yes so I'm a Plant Scientist at Corteva Agriscience

which is one of the major agricultural companies

in the US and worldwide.

And I'm gonna talk a bit today about CRISPR and its uses

and applications in agriculture.

And so CRISPR you probably heard of before.

It stands, here's my technical bit,

Clustered Regularly Interspaced

Short Palindromic Repeats, CRISPR.

And what CRISPR is it's a method,

it's molecular method where

you can go into the nucleus of a cell,

you can scan the genome of all the sequences,

all the DNA sequences,

you can find specific sequences

and then you can go in and edit them.

It's almost like little scissors, go in cut,

and then you can insert or delete,

basically you can change genes

that already exist within an organism.

So what does CRISPR allow us to do?

Well I want to explain it by putting in context

by doing a little compare and contrast

with traditional breeding.

So in the 10 thousand years of agriculture

prior to the discovery of CRISPR,

crops were domesticated and improved by selective breeding.

and so that was basically, it's a random process

where if you're a breeder you go and you find a plant

that has the characteristic that you like.

It's bigger, yields more, what-have-you,

and you go okay I want to identify that plant

then you find another one

and that has other traits that you like

and then you cross 'em

and then you sort through the offspring

looking for those that have hopefully both traits.

Now this becomes a huge numbers game really quickly

because plants have tens of thousands of genes

and each of those genes can exist

in multiple different states.

So in order to shuffle that deck,

if you can think of it as shuffling a deck,

you have millions of permutations you can generate

and you have to sort through all those

to find those that are better,

at least a shuffled deck that gives you a hand

that's better than what you had before.

Now I will put this in to context.

Here's my prop.

Breeding has been though extremely successful

so here's just a couple things that are broccoli,

cauliflower, kale, what else we got?

Cabbage and I know, I'm hungry now.

(laughing)

And these were all actually,

these are actually derived from the same species.

It's Brassica and so this was the result of breeders

going out and selectively breeding

for these different traits, these different forms,

and as a result now from agriculture

we have a variety of plants that have different tastes,

different nutritional content,

better environmental adaptations.

Okay, so what does CRISPR do?

Well it essentially allows us to do in a sense

what breeders have been doing, but much, much faster.

And so can think about it as if breeding,

as I said that random process,

CRISPR allows you to turn that process

into essentially a non-random sort of

focused directional process.

Meaning rather than shuffling the deck

and having to look for a hand that's better,

you can actually design the hand that you think is better

or at least better than the one that you currently have.

So how is this being used?

Well, you can improve plants in many ways,

you know you can make a more hardy to the environment,

climate change, better utilizers of nutrients,

but one example I can give you.

One example is close to my heart, my vegetarian heart,

which is you can think about

increasing the protein content of plants.

As we know as populations grow,

as people become more middle-class,

the demand for protein is getting increasingly high.

Meat, of course, is the main source of protein,

but meat is also land intensive.

You have to grow the crops to feed the livestock as well

as have the livestock itself.

S you can think of examples where maybe we have crops

that make better quality and quantity

of plant source proteins

and so that would both make me happier, as a vegetarian.

Protein would certainly make my

pork chop loving wife happier.

She can get her pork better and more efficiently

and less environmental footprint.

So I'm gonna wrap it up there by saying thank you

and then maybe on your next speed first date,

you'll go to dinner and you'll have a salad

that's got a higher protein content because of CRISPR.

Thank you.

- Amazing.

All right, I have lots of questions for all of you

and we have very little time.

So let's see if I can go down the list.

Clifford you very briefly talked about

that black holes aren't actually black,

that there is actually color in them.

So I want to follow up on that,

like what color are they?

Are they all the same color

or is it bespoke to each black hole

and do we get a visual model this at some point?

- Well what you actually see

and this was Hawking's amazing discovery,

which in the early 70s,

which is that when you put together

what we know about quantum physics

with this sort of one-way door,

which is this point of no-return,

the classical physics tells you

they don't play together well.

And quantum physics wins.

And it says actually, it's gonna look

as though the black hole is radiating stuff

and it actually looks like it's a warm body

that has a temperature associated with it.

So the answer to your question is that

different black holes have different temperatures

depending upon how massive they are

and the temperature is tied to how much stuff made them up.

And so you get a range of different temperatures

of different black holes.

I should say that the actual temperature

for the black holes that we see in ordinary astrophysics

is really, really, really tiny.

It's so much lower temperature than the actual temperature

that is of the whole universe itself.

That it's not actually...

from the point of view,

you're not gonna warm your home

using a black hole anytime soon.

(laughs)

- No, no, it's not going to replace solar radiation?

- No.

- All right, okay.

That's sad, I'll have to cancel that order.

(laughing)

Jamie, like I think the number one question

for people who see this pen especially if they know someone

are dealing with cancer themselves is like

what's the process that has to go through

in order to get out in the market?

Like how soon can we see people, our own doctors using this?

- Yeah, great question.

So right now there's a paper published

on the studies they've done on this pen so far

and in that paper they were able to do a live operation

on a mouse and they were able to do a lot of human samples

like you see in our image.

And so in 2018 they're doing the human clinical trials

and so then there's a process of

doing a series of clinical trials

with FDA review of course keeps us all happy and healthy,

that's our oversight here in the US.

So I would say probably a couple of years

is about how far off it could be,

which is not far away.

- That's not that bad, that's not bad.

And is this something that other, as a follow-up question,

do you think there are other fields or,

outside of cancer I know there's a number of other ailments

that require exploratory surgery,

that require people to be opened up to more than once,

do you think that this kind of technology

will provide inspiration for for other options?

- Yeah, I could definitely see this being applied

to other things because it's really about

being able to tell the difference between more than one

sort of biomarker profile.

So as long as there's a way to tell apart

whatever it is that they're looking for in surgery,

you could absolutely write another software program.

We'll call up Anthony.

(laughs)

- Call me, call me, I'll do it.

- Nice, nice.

All right well Anthony I gotta say like

data visualization is like one of my favorite things.

Especially like the interactivity of data visualization

because I sort of got blown away by this little app

called Foldit which was essentially just that.

An inner active data visualization tool

that they put out free that was actually by a research group

that was trying desperately to find a cure

for a specific type of AIDS

and they knew that because they had to interact

with this data, this massive amount of data,

it would take them around five to seven years to find a cure

and so they thought we'll crowdsource this

and let everybody try and participate, make it as a game.

And a team of people online solved it in two weeks.

So what is your most interesting example

of data visualization that you've done at Google?

- Oh wow, that's a really tough one.

I wish I would have been able to (laughs)

- [Kevin] Put you on the spot.

- Yeah well, me personally,

I'm sort of partial to sunburst charts.

Personally like if you ask me

what's my favorite kind of chart.

I like sunburst charts.

Well actually no, let me let me back it up

even more than that.

I am the table expert at Google.

So I work on table charts

and table charts don't always get a good rap, right?

They present a lot of very detailed information,

but you can do so much with it

in terms of flipping things around.

So there's tables, but then I also love sunburst charts too

because you can sort of play around with the rings

and figure out like the percentage of

composition of things as you're exploring it.

So I think I've seen some very interesting sunburst

and they just look really cool.

Especially when you get the color scale there

and it's just a really exciting visualization

and one that I find I like to play with the most

out of all the kinds I get to develop.

- Wow, all right.

Tables.

(laughing)

- Aye, tables are, they're the stuff man.

I'm telling you.

(laughing)

- So I can figure that out.

Real quick alright Phil, I can't look at you,

but I know you're there.

You'd mention to me that you're now able to see

atmospheres of exoplanets or planets

through various telescopic means.

Tell me how that's possible.

- I was gonna save that for the second date.

(laughing)

Keep that callback going, but in fact, yeah.

One of the methods we have for determining

that other planets exist is

they pass between their host star and us

and they block a little bit of that star light.

That's what I'd mentioned before called the transit method.

Well it turns out that not only can you learn about

things like the planets size, its orbit,

and all kinds of things that way,

if the planet has an atmosphere, the star's light

has to pass through that atmosphere to get to us.

Now if that atmosphere has hydrogen, oxygen, methane,

nitrogen, whatever in it,

those molecules pluck out individual colors of light

and we can see that.

We can look at the star when the planets not in front of it,

then look at the star when the planet is in front of it.

Look at the differences and say oh,

there's a little bit less light coming

at this particular color that means

that planet's atmosphere has nitrogen in it.

And so this is incredible to me that you have a planet

that could be hundreds or thousands of trillions

of kilometers away and yet we can see

what's in its atmosphere simply by looking at

what's not in the light that we find.

- Wow, dang, okay.

Let's see, I have just a few more minutes here.

So let's get to the last two people.

Alison?

- Yes?

- I'm having trouble sleeping.

Please tell me you have some ideas on how to fix this.

- Well you could listen to an economist give a talk.

(laughing)

It's the major cure for insomnia that I know about.

(laughs)

- All right.

But beyond that do you think that like,

you're seeing economic trends that are mainly generational

when you talk about the difference between

like more self-centered economic ideas versus altruism?

- I don't think you could say it's generational.

I think there's a lot of heterogeneity,

meaning there's a lot of variety in humans.

So I think you see certain other trends

that are generational about how they define reciprocity

or when you should be reciprocal to someone else

or when someone is deserving of help.

So the social norms change over time,

but the basic tendency to be altruistic is really static

across the generations in my humble opinion.

- All right, all right.

So that's not something we can blame the old people for.

- Or the Millennials.

- Or the Millennials, right.

I hate that.

All right then Bobby tell me,

please God tell me that we can save our planet

somehow through CRISPR,

like the climate change won't kill us.

- Right.

No, very good question.

Yes, yes absolutely.

It's going to, I don't know if it's going to be

the single cure but it absolutely will be

a part of the solution.

So so climate change for example,

so we know that there is increasing carbon dioxide levels

in the atmosphere.

And for example and then carbon dioxide is actually

one of the sources of food for plants.

Their leaves actually use light and absorb carbon dioxide,

turn into sugars.

And for example, we do not know exactly

what the effects of that increased carbon dioxide levels

are going to be on plants.

There are there academic labs that are studying

and they're doing a really cool experiments

for actually growing plants

where they're mimicking the conditions

that our atmosphere will be.

And 50 or 100 years out, what are the temperature changes,

what are the carbon dioxide changes,

and then trying to understand what effect

does that have on the plants, how do they respond?

So that's definitely one way

and once we know how plants respond

and then what negative effects we need to mitigate

then CRISPR could absolutely be a way to go in

and make those changes.

Conversely as the environment changes,

we're also going to have a slight change

in maybe the where certain plants are grown.

As it gets warmer and drier,

plants are maybe a little bit more adapted

for those warmer drier climates, like say down in Texas,

those we might get grown a little bit further north

or conversely, as I said in the first half,

or we take the crops that are already grown

in certain locations

and based on our understanding of plants

that grow in these harsher conditions,

can we modify the ones so that they can adapt

to a changing environment?

So absolutely part of the problem

or part of the solution.

(laughing)

Right.

- Excellent, all right, all right.

I think we have just a little bit more time here

and so I'm gonna have a final round of speed questions

for our speed daters here

and that would be you give something

that you're most looking forward to

as your next big thing, your next big whale to conquer.

It could be an acronym, it can be a code word,

it can be a new kind of black hole.

We'll start Bobby because we're gonna go backwards.

- We're gonna go backwards, okay no pressure.

I think CRISPR is such a new technology,

it's only been around for about the last five or six years

so the big question is I don't think we yet fully understand

what are the opportunities and what are the application.

So simply put and it's not a dodge,

but I don't think we yet can fully grasp the potential

and what we will be able to do with CRISPR

in the coming years.

- So your answer's I don't know.

- I don't, it was a very sophisticated technical

I don't know.

- Of course, of course.

Alison?

- I think I'm most looking forward to finding out

how to make people nicer to one another.

How do you make someone go from

making a really selfish decision

to being kind to somebody else?

I think that's really the forefront of,

if economics could solve anything

or do anything for humanity

I think that's one contribution that I think we could make,

is how to get people to be nice.

- You're hired.

- Thanks. (laughs)

- Phil?

- I think it's actually what I was talking about earlier.

It's that I think it's finding another Earth.

We find this amazing variety of planets.

Hot, cold, big, small,

different things in our atmosphere,

orbiting binary stars and all kinds of different stars.

But we haven't found an Earth-sized planet

with about the same mass as Earth orbiting another star

with about the same temperatures as Earth.

We found some close ones

and we've even found some things

that kind of look like that,

but do they have oxygen in their atmosphere?

Can they support life?

And I think that's the kind of thing,

when we find that next Earth that's gonna be a big deal.

- Anthony?

- So I want to use machine learning to teach a computer

how to tell me what's interesting on a chart.

So instead of having a crowdsource that out,

I want the computer to tell me hey,

you should pay attention to this bar, this point,

or this line or whatever and figure it out for me.

- All righty, Jamie?

- So what's dating without talking about

hooking up and babies?

(laughing)

So to build on Bobby's comment,

he sort of alluded to the wide variety of things

you can use CRISPR for.

So I'm gonna throw out designer babies to be controversial.

So certainly you can use CRISPR for human gene editing,

to fix genetic diseases or genetic tumors.

For example, some cancers are genetic mutations.

We had a nice chat about that at lunch.

So I'm gonna go with designer babies.

- I'm writing the sci-fi film about this now.

Clifford, top us off.

- So you might wonder what all this stuff

about black holes is good for, it's kind of cool,

but you know who cares?

But at the end of the day,

especially this quantum stuff combined with black holes

is the key to understanding

how our universe itself came to be.

Just all of that beginning at that very earliest moment,

13.8 billion years ago.

That's gravity tied up with the quantum in ways

we're trying to understand.

So black holes and understanding them is helping us

learn how to answer those questions,

the origin of time, space, and all of us

and everything in the universe.

So that's where it's pointing.

- Well and on the start of the universe is where we end up.

Thanks all, this is a Science Speed Dating.

(audience applauding)

(laser zapping)

For more infomation >> Science Speed Dating - Learn About Scientific Fields in Under 5 Minutes - Duration: 38:25.

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HOW TO DRAW HITMONLEE | Pokémon Drawing and Coloring for Kids | Blabla Art - Duration: 10:16.

How to draw Hitmonlee, Pokémon

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Choir With Knut - a cappella arranging | Channel Trailer - Duration: 0:52.

Hi! I'm Knut,

and welcome to the "Choir with Knut" YouTube channel!

If you're looking for a fun and interesting way

to learn about choral and a cappella music arranging,

you've come to the right place!

I've been one of the main arrangers for

London Contemporary Voices for a few years now,

and I noticed that there

weren't a lot of free online resources

on a cappella arranging.

So, that's where "Choir With Knut" comes in!

Whether you're a beginner

or more advanced,

there will be something here for you.

So, have a look around,

and, if you like the videos,

be sure to subscribe,

and you'll be notified when I upload new episodes.

you

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7 Things you should know before going out with a girl who worries too much - Duration: 2:17.

For more infomation >> 7 Things you should know before going out with a girl who worries too much - Duration: 2:17.

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How To Survive A K-POP RANDOM DANCE CHALLENGE (10 Helpful Tips!) - Duration: 15:12.

[Wild West Music] Nathan: So I heard... You wanna survive a random dance challenge...

Kuzco: YEeEeEessss *sniff*

You wanna know what it takes to SHINE ON THE DANCE FLOOR

Skrillex Kid: YES, OH MY GOD.

YOU WANNA HEAR THE THUNDEROUS APPLAUSE AND SCREAMS OF ALL THE FANS AROUND YOU

CalebCity: Oh- YOU RITE. YOU RITE. Yea, lemme-lemme get some 'dat bro!

Well my friend, you came to the right place

Because here today, we're gonna be covering just that!

Hello there everybody! My name is Nathan

And you guys may know me as the "Red T-Shirt Boi"

From ECLIPSE'S and caekai's random dance challenges

So, it's summer vacation, it's convention season

And KCON LA is JUST around the corner!

And I know you guys wanna be prepared to take on the random dance games with confidence and FINESSE (by Bruno Mars)

Y'all wanna know not only how to truly shine and show your stuff while dancing to your favorite Kpop songs

But also how to ENHANCE your random dance play experience and have as much fun as you possibly can!

So here today, I'm gonna be bringing you guys 10 tips

On how to make YOUR random dance challenge THE HIGHLIGHT of your convention-going experience!

Now, I participated in my fair share of random dance parties

So I'm quite the seasoned veteran of these events

So trust Uncle Nat, take a sit! Take a load off!

BUT WITHOUT FURTHER ADO EVERYBODY...

Let's get started shall we?

WOO! So first tip, number ten

Is, well, obviously, know K-pop dances!

But really, learn Kpop dances throughout the year

Both new AND old!

Kpop has been around for a very long time

And is not going away anytime soon!

Which means, depending on who's managing the event,

Songs throughout the ages CAN and WILL be played!

Whether if it's a premade track by the host, or a KPOP DJ making the mix live

Songs as new and as recent from: BTS, EXO, Wanna One, TWICE, LOONA

Those could be played!

But also, ol', staple classics like: Gee by SNSD, Fantastic Baby by BIGBANG, and Nobody by Wonder Girls

Have equal likelihood of being played too!

So in short, learn dances ahead of time and don't just stick to one generation!

And no, I'm not saying to learn EVERY SINGLE DANCE IN K-POP

That's IMPOSSIBLE!

But what I AM saying though, is to be versatile, be on top of things, and to be appreciative of Kpop's roots!

Because trust me,

Nothing sucks more than hearing an ol' staple classic song come on

And nobody going up to the front

PLEASE, don't forget your Wonder Girls, your TVXQ, your Super Junior...

It's tragic, it's depressing...

End generation ignorance today

But in all actuality everyone, just learn as many dances as you possibly can

And to save time, you don't actually have to learn the full dance if you don't want to!

Because most random dance games you'll be in will be only limited to the chorus!

So you won't need to know the ENTIRE THING

But hey! Learning new dances is FUN!

So if that's your jazz, MORE POWER TO YA!

The more dances you know, the better!

And be versatile too!

Don't JUST learn guy dances,

But girl dances and solos too!

Now tip number nine!

Watch some random dance games on YouTube!

Now I know that some of you guys may say:

Sassy, Unnamed Persona: BUT NAT, SOME OF THESE VIDEOS ARE LIKE, 30 MINUTES TO AN HOUR LONG?!?

TRUST ME MA'AMSIR, it's worth it!

The reason for this is to get a feel of what songs will be playing at your average kpop dance games!

Because believe it or not, some songs from certain artists may be played more over than others

You can COUNT ON IT that songs from: BTS, TWICE, BLACKPINK, EXO, RED VELVET will be played!

I have NEVER SEEN a random dance game that DIDN'T include songs from those artists

And also, depending on WHERE your random dance game is

Could also dictate what artists will be played

For example, if you to be in a random dance game in, let's say, ANIME EXPO or FANIMECON

You could expect a WIDE ARRAY OF ARTISTS

BUT if you're at KCON!

You could expect songs from the performing artists be played more!

So taking the upcoming KCONLA lineup:

Songs from: fromis_9, Dreamcatcher, Wanna One, TWICE, and Seventeen have a higher likelihood of being played

But also, dances that are FUN, EASY-TO-DO, AND MEMEWORTHY will be played too!

This is your PENTAGON Shine's, your Momoland BboomBboom, your Orange Caramel Catallena

You'll know the types!

Now number 8, wear something vibrant and BRIGHT! :D

Or something memorable!

Now I know some of y'all maybe wondering:

Overly Entitled Hipster: uhhhh, wear something bright? Fam, I wear clothes as dark as my SOUL. lol.

But this tip is OPTIONAL!

So you don't have to do this if you don't wanna

Or have the respective wardrobe

So I put this as a tip for all of those who want to be noticed on YouTube videos!

This tip is PURELY FOR AESTHETIC AND FOR CATCHING PEOPLE'S EYES.

When you're wearing bright and vibrant colors,

Visually, you'll show off a lot more, it'll pop off a lot more on camera

Opposed to your, idk, your ALL-BLACK

For example...

*strips off-camera*

*pops back* HAH, THIS IS BETTER THAN-

This.

You show off more on camera and people can see you better!

So if you wear like, bright red or cyan blue,

People in the comments section will be like:

Impressed Fan: YOO WHO'S THAT DUDE IN THE RED SHIRT DOE?!?

Impressed Fan 2: BRO, THAT DUDE IN THE BLUE KILLED IT!!!

Put it this way: the more you're able to be seen on camera, the more recognition you will gain!

Now recognition isn't EVERYTHING in a random dance game!

You still gotta be good and know Kpop dances!

You don't wanna be drawing the WRONG kind of attention to yourself!

Now tip number 7

If you have friends to go with, or a dance team even...

GO WITH THEM!

Things are so much more fun if you have a friend to dance with or have someone there to cheer you on!

For example, back at Fanime2018 in May,

I went with my dance team, PARANG

And I tell you, it was A LOT more fun and memorable going with my team

Compared to going alone like I did back in 2016

Trust me, going with people you know and love is A LOT more fulfilling than going alone

Even for the most wallflower or wallflowers

Because going with friends or a team

You have people that will already be cheering for you if you go up and dance!

Or people that will dance alongside you!

Like the support that you could get for your friends along with the other dancers in the room

Could be overwhelming and deafening to a point

And trust me, nothing feels better than being cheered on by your friends and loved ones!

Point being, if you could go with friends, go with friends!

You'll dance more, you'll cheer more, you'll smile more

The more company = more highlighted experience

Now number six!

Now something that you SHOULDN'T DO

Is purposely block someone or go to the front if you don't know the dance and STAY THERE.

OK, I CAN HEAR THE COMMENTS SETTING ABLAZE RIGHT NOW, but hear me out for a second!

Now, I'm all for having fun at Random Dance Game Parties

That's why I'm making a video about it in the first place!

Everyone should have fun!

And you're at a party in the first place!

You came there to dance and to have fun!

However, think of your dance parties layout like, a freeway

You have your fast lanes and the slower lanes right?

If you're not gonna go fast, you would turn to the slower lanes

Cuz if you don't go at the speed limit, or UNDER the speed limit, you risk crashing, yea?

Well it's a similar concept here

Except with no automobiles or no road rage

Professor Nat Mode Activated: Think of the venue like a horizontal free way!

There's invisible, but designated segments of the venue to dance around in!

Consider the very front and center as your fast lanes

This is where the most confident, most powerful, and devoted dancers usually go to to showcase their skills

If you know a dance down to a TEE,

This is where you should aim for

Consider the middle section as where,

Yes, you DO know the dance, but you're not confident in EVERY SINGLE DETAIL just yet

But you still know the dance nonetheless!

Towards the back is where

Yea, you have a gist of what the dance looks like

But not enough to make a dance cover per se

This is more of the slower lanes

Now, the back lanes are NOT AT ALL BY MEANS for lesser dancers, I go there all the time!

But rather, it's a safer space for people who aren't as confident in the dance as others!

Now hear me out,

Imagine BTS' "Fake Love" plays

The ENTIRE POPULATION comes rushing in towards the center and front!

And you're in front doing your own thing

But then, there's this one person in dancing in front of you, and they don't even know the dance!

They're just standing there, not even attempting it!

Or doing anything relatively like it!

They're not even smiling or enjoying themselves!

Wouldn't you be the slightest bit annoyed?...

Not only that, but by doing that you could really get hurt!

Like I said earlier, the ENTIRE POPULATION of the venue could come

Converging together towards the middle

And crashing together like the two parts of the Red Sea after the Israelites crossed it! #CmonBibleReferences

Being caught in the MIDDLE of that and NOT doing the dance?...

I don't say it's worth the potential injuries...

Now number 5, this is a very important tip

So make sure you guys take note of it

Is to WEAR DEODORANT AND BRING A TOWEL

For God's sake, wear deodorant PLEASE!!!

But really, you're at a dance party, You're gonna SWEAT.

"THAT" Dancer: But Nat, I'm not even gonna go all out, I should be fi-

TRIGGERED: NO, NO, NO!!!

*aggessively picks you up* YOU ARE NOT GOING TO BE FINE, Y'KNOW WHY?!?

BECAUSE YOU'RE STILL GOING TO SWEAT

AND PROBABLY SMELL LIKE GARBAGE!!!

MyChonny's Dad: GaARbAgEmAN StArT wITh dUh "G!!!"

The room would already be stuffy from everyone's perspiration

PLEASE DON'T MAKE IT WORSE BY CHOOSING NOT TO WEAR DEODORANT AND SWEATING BEADS

*gets down on knees* SO PLEASE, FOR THE LOVE OF ALL THINGS GOOD

AND TWICE AND BTS, I BEG YOU

WEAR DEODORANT AND BRING A TOWEL!!!

*sharp exhale* but now that that salt is out of my system

I say it's a good idea to bring a towel too!

Like I said, you're gonna be sweating no matter HOW HELD BACK YOU ARE!

"THAT" Dancer: bUt nAT, I dON'T EvEN swEAt~

TRIGGERED: SHUSH! YES YOU DO! BRING A TOWEL!!! *throws towel at your face*

For your cleanliness and everyone's sanity

Now next up, tip number 4!

These tips from now on are mainly for AT the event!

But tip number 4 is to mind your space while your dancing

Depending on the size of the venue and the popularity of the song

The spacing between you and the next dancer could be a couple of feet to just shoulder length apart

So please, keep in mind the amount of space that you have, especially in smaller rooms

If you don't wanna hit anyone!

And please, DON'T HIT ANYONE!!!

Especially with dances like Boombayah, Boy In Luv, or Hard Carry

Where there's A LOT of aggressive moves that require A LOT of space!

*Example of little space there is when BLACKPINK plays

But all kidding aside everyone, please be careful with your spacing at your Random Dance Game

Because believe me, once that BTS or TWICE song plays

And the room CRASHES together like the Red Sea post-Exodus

You are NOT gonna have a lot of space

So please, don't KILL anyone, don't PUNCH anyone, don't SMACK anyone...

JUST BE SAFE

So tip number 3 is to be supportive of the dancers around you!

Kpop brings people together!

Dancing also brings people together!

So why should a random dance play, an event that combines BOTH of them, be any different?

Like I said in Tip 7 earlier,

If you have friends or teammates with you, they'll cheer you on!

But yes, if someone knows a dance that you don't, go ahead and cheer for them!

Or if one brave soul among the many knows a dance that NO ONE KNOWS

CHEER. EVEN. LOUDER.

GET CRAZY, GET LOUD, BUT MOST IMPORTANTLY,

Be supportive!

Cheering on for each other FEEDS everybody confidence, courage, love, and respect!

Who wouldn't want that?

It only makes the atmosphere 10x more positive!

*Examples of cheering people on!*

So cheer on each other for knowing dances

Or even having the confidence of coming out on the dance floor!

Speaking of confidence

Tip number 2, we're coming very close to the end here

Is to BE CONFIDENT!

If you know a dance, even just a few 8-counts of it

GET ON THE DANCE FLOOR *record stop*

O-okay, well, yes, you NEED to know at least a little bit of the dance

But don't be discouraged!

A bit more on the shy side?

Don't worry about it!

Only know a single move from the dance?

DON'T WORRY ABOUT IT!

Going out on the dance floor when nobody else will

Gets A LOT of applause and respect

But in addition, knowing a dance down to the TEE

And being THE ONLY ONE TO GO OUT?!?

OOH, the praise is THUNDEROUS

Confidence is KING if you don't know the whole thing

Heck, you could FREESTYLE or lipsync a portion if you want to!

Now, don't let this be your go-to-method

This is more of a last-resort type of thing

Now from personal experience,

There was a time when Nu'est's "Overcome" played

However, it didn't click to me that is was Overcome, let alone that I only knew a single part of it!

But I figured, "I might as well go up, I followed Minhyun's part anyway"

And uh, this was the result!

*Me joining Caelin/Caekai for "Overcome"*

Combining freestyle, confidence, and what little I knew of the dance

Garnered THAT much praise

Imagine what it could do for YOU!

And lastly, tip number one is TO-

Joshua: DRINK WATER!!! :D

Nathan: okay, that's important too Joshua,

But Tip number one is to HAVE FUN!

And yes, having confidence, lipsync skills, and basic Kpop choreography knowledge is cool and all

But ALL OF THAT means nothing if you're not fun while you're there!

Yea, yea, it sounds cheesy, but it's true!

What's the point of going to a random dance party if you're not gonna have fun?

Remember, it's not a competition

Every person there is there to have fun and dance to their favorite songs!

So dance your heart out!

Cheer everyone on!

Smile bright!

Make new friends!

But don't forget to make new memories and have fun!

*Example of HAVING GENUINE FUN*

So enjoy the event, have a good time, and good luck!

In words of my friend Matt from KDC:

"Listen and dance to K-pop, it feels good!"

But yes everybody, these were my 10 Tips on How to Survive a Random Dance Game!

I sincerely hope that you guys found these tips helpful

And that you could use them in your next random dance game

Whether it be from Fanime to KCON!

But of course, these aren't ALL the tips on how to survive a random dance challenge!

This is where YOU guys come in!

What are some ways that you guys make your random dance play experience all-the-more enjoyable?

How do you survive a random dance party?

Let me know and more in the Comments Section down below!

But yes everybody, that's my time!

My name is Nathan, SYJOfficial and until then

See you guys next time! Bye! ;)

Outro: Summer 127 - NCT127

For more infomation >> How To Survive A K-POP RANDOM DANCE CHALLENGE (10 Helpful Tips!) - Duration: 15:12.

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Should We Fear the Robots? | #BCTECH Summit 2018 - Duration: 18:38.

so I wonder if maybe a hundred years ago during like the horse and buggy era

they're asking questions should we fear automobiles and they maybe 2025 years

ago the people the telegram companies they were asking should we fear the

Internet and I wonder if now if we look at what automation is doing and say AI

those same questions are coming up should we fear it or should we be

looking at how maybe these are changing things so what's your position on this

Ajung right well I think the question is more like you know should we always fear

technology should all technology be feared or is there something specific

about robotics and AI that we should in particular at pay attention to these do

you think it's kind of a visceral response from people just that's I guess

that intelligence even the word artificial intelligence what do you

think is maybe kind of the anxiety that it produces within something some people

what what do you think that's coming from well in terms of public perception

I think there is a healthy dose of different media coverages about

technology that's in that how technology is impacting our society sometimes good

but more often than not we see these scary stories of how things have gone

wrong I think our our concerns are fed by these types of media cockroaches but

you know there is rationale behind that which is that you know AI is the type of

technology that is very unique in that it actually interfaces with how we make

decisions it has the power to influence our decisions for example same thing for

robotics so I think there's a healthy reason to think that yeah maybe we

should be fearing what not quite fearing but be more concerned or thoughtful

about how we go ahead with this particular type of technology you

brought up media coverage so maybe I'm a journalist but I'm thinking about a

story that came out last week where Google they're displaying their new

duplex feature for the assist-mi did anybody guys out there follow this story

with it yeah I see some hands up and for those who don't know it's this feature

on the Google assistant where imitates you know human speech so well

it inserts the ums and the odds that you wouldn't necessarily know if you're on

the phone with this assistant that you're actually speaking to a robot or

to AI and so that brought up a lot of questions about ethics about how you

know people should be informed about what they're dealing with this what was

your reaction to I guess the media coverage or just the core issue because

Google did come out and eventually after many many days saying oh no people will

be informed that they are speaking to AI or robots or what have you

what's your position on something like this ah John my first reaction as

somebody who does AI X assessments for a living

but I wanted to do in AI thinks assessment on this so but I think there

is there is definitely a layer of issues around the notion of transparency not

only not only have a seen a lot of public pushback because of the fact that

the technology seems to work so well that there is this uncanny valley of oh

I can't tell the difference between whether this is a human speaking or

whether this is AI speaking there are all these different questions about

should be AI identify itself when it calls a particular restaurant to make an

appointment on behalf of a human so I think there are there are transparency

issues that really needs to be figured out and I would be a proponent of

actually looking at what layers of different transparency should be there

in terms of you know what's the ultimate objective of these types of technology

in the first place and does it defeat the purpose if an AI like that were to

declare yourself and say I'm calling on behalf of agile as a digital assistant

and I would like to make an appointment in which case maybe maybe the person on

the other side of the phone may say well I don't want to talk to an AI but I

don't want to lose my business either do I have a say in this

yeah well in your touching on something I think is very important here which is

you know transparency as well as the whole fairness of what's going on here

as well is just tell me a little bit about what you're doing a generation are

consulting your CEO there and you're doing these you know ethical assessments

tell me is there ever gonna be such thing as a one-size-fits-all solution

what's going on with a lot of these things right so generation R is a brand

new type of consultancy that we started about a year ago as a spin-off from open

robotics Institute which has been around for for much longer and we started the

company because we've realized that there isn't really a good

one-size-fits-all solution to the ethical and societal issues that we're

facing with AI and robotics technologies and one of the reasons for that is

because not only is it incredibly hard to find these top three principles if

you will that is able to apply to all the technologies in all application

domains that actually makes sense there is actually a lot of different things

you can learn about a specific piece of technology and its impact when you delve

really deeply into into the use case of the technology itself so at generation

are we we are a team of three with entering a background expertise in

design theory as well as ethics to take a look at ok you company a are trying to

build an AI system for your your business can we come in and provide you

with our expertise to be able to foresee what could possibly go wrong what are

some of the key ethical insights you should have moving forward so that it's

not that you create an AI system to be the most efficient company in the world

but actually you have clear objectives and clear ideas of what type of values

are being played placed into that that system so that the designers can make

decisions that are informative and aligned with human values that maybe the

users values and that of the organization business leaders are able

to actually communicate about how their decisions may be affecting AI system in

that company so I mean one of the interesting things that you guys have

been able to do is partner with an organization like technical safety BC

could you maybe talk a little bit about that example there and maybe

inform us whether that may be a typical or an atypical example of what you guys

would be doing sure it's atypical in the in the sense that there hasn't been a

company in the world that has a comprehensive ethics assessment of their

AI program out in the open like taking safety b/c actually does so it's the

first company in the world that I know of that does that technical safety BC is

a local company that provides safety safety oversight to make sure that

elevators don't fall down this guy in NBC for example they cover many

different technologies and with the leadership of Catherine room the CEO the

project they were they launched fairly recently is to take a look at different

types of data they were collecting as a Safety Authority in DC to see if they

can create machine learning system that is able to predict where they should be

sending their safety officers to prevent certain safety hazards for example so if

you take a look at the intention of that particular project you know keeping the

public safe in creating a better way to do that that sounds like a fairly good

purpose right and why would you need an ethics assessment to do that so

generation are actually worked with technical safety BC to create that

roadmap in part because we've realized that when you have an AI system

regardless of your intentions for that particular project you have things like

data bias you need to think about where is your data coming from how is that

interacting with people do you have enough policies in place to be able to

support that system in the first place and so on and so forth to be able to

look at even ideas about fairness you know is this particular AI system

serving a particular definition of fairness even those kind of questions

were really relevant so you know we were able to take a look at not only the

issues may be customized and very relevant to

that particular project but we were able to convert that into action items that

business can use today well tell me you know from your perspective as a Robo

ethicist you know with regards to the biases that can develop here why do we

need to be I don't want to say cracking down on it but why do we have to be very

observant and very careful about the devices that can develop as we look at

these technologies right one of the easiest place that I can point to is the

fact that when we talk about AI most of the times we are talking about machine

learning which is which is dependent on what what kind of patterns are we able

to find from data now we sometimes have this stereotype notion that data is this

objective thing that it's it's going to give us the most scientific facts about

the world when when you actually drill down into it often that data is provided

by humans and humans have our own biases and so if you are not careful about what

kind of human biases we actually have in that data then we will be we won't be

creating a future that we actually want in a predictive matter we will actually

actively be looking at the patterns of the past and recycling it or

regurgitating for the future and that can happen without us knowing about it

if we're not too careful so I think just recently let's look at the Cambridge

analytic a you know scandal that erupted and it brought up a lot of questions

about whether we should have regulations whether legislation should be passed in

order to just be watching what these giant tech companies are doing are you

getting a sense that this will eventually be the case when we look at

how automation is changing things when we look at how artificial intelligence

is influencing the workforce do you think that legislature legislators are

eventually going to get on board with pushing forward with legislation what's

your focus right now I think that's already happening I think regulars

regulators are incredibly interested how can you even regulate this types of

technologies in the first place and there are many discussions globally

where I am actually being engaged to talk about what are some of the

effective policies we should be talking about now things like GDP are some of

you may be aware of it's a it's a new privacy law in in the EU that is

specifically looking at data and our rights with respect to our data that's a

regulatory system and there are many data scientists that I know who are

supportive of having that kind of regulate regulation in Canada as well so

I think there is a trend for for a regulation there but I think something

to note about regulation is that we can't capture all the things that can go

wrong with AI in robotic systems by just following regulation I think due

diligence has a lot more to cover on top of that well do you think that there

needs to be flexibility if and when legislation passes because you know I

find government and maybe legislation can often be slow to react to things

whereas you look at the pace at which technology is moving it's very Swift

does there need to be a certain level of flexibility in order for any legislation

any regulations to be effective here yes I don't let you into that answer well

actually yeah yeah but I think of the the kind of work that we do as

generation are to be an enabler for companies so that you can self-regulate

I think that's that's a way for us to be innovative without being over regulated

by a more abstract governing bodies if you're able to look at what is the right

direction for a particular project and be able to monitor your own projects

that I think that that yourself will allow regulate regulatory bodies to stay

at a specific level without interrupting or hindering the innovation process

so when you say self regulator are we thinking the industry self regulating

itself for individual companies individual firms self regulating

a little bit of both I would say you know individual companies are probably

the most flexible and lean ways to it but I can also envision different

sectors arranging themselves as coalition's of industries to develop a

standard for themselves because there may be needs too so what happens then

you if you get that one bad apple that one Cambridge analytic that kind of

blows everything up then mm-hmm that's a tricky question I think when those

things happen there's always that inclination to have more regulation so

that those things will never happen but I I like to think of it as a balance of

risk right Cambridge analytic ah is a huge huge deal because the kind of risk

that we we were facing is is huge but it's not going to be the case for every

single application domain that we can talk about so perhaps certain things

should be regulated so that we make sure that we don't run certain risks that we

as a society decide it's it's simply too much so not too long ago last year your

will to speak to send a committee here in Canada and you had you know senators

they were picking your brain they wanted to know what your thoughts were how

responsive do you find Canadian politicians how on the ball are they

aware are they of what's going on here and what do you envision you kind of

alluded to this earlier but what do you envision maybe on a global scale with

regards to kind of the future of regulation and legislation perhaps I was

I was pleasantly surprised last year by how many times I actually flew to Ottawa

to talk to the senate it improved because that was an indication of how

how much effort is there from the Canadian government to actually look at

AI and robotics as something that they should be focusing on especially from

the ethics portion of it but I do think we're quite behind in

terms of their discussion portion of it in part because previously we've we have

really benefited from the the United States and their efforts in leading

this type of discussions I think there there really has to be a lot more

efforts from the Canadian side to show leadership in how can we actually

regulate these technologies better and also being able to demonstrate what are

some of the Canadian values we can incorporate into our policies that we

can actually set as an example internationally is there a jurisdiction

in the world that is kind of leading the way right now who would you point to as

maybe somebody that Canada could take some lessons from at this moment I have

mentioned gdpr from European Union that's an easy one to point at just

because their regulatory system is quite different and they can cross borders

much much easier than you know Canadian government and having any kind of

synergies with with our neighbors but I think there's privacy is definitely one

of those items that we care deeply about because we're much more aware of the

implications of it but in terms of different aspects of the data driven

technologies we can talk about in terms of bias that we talked about fairness

transparency issues I think those are the things that Canadian government I'm

hoping will be able to lead a little bit more so let's bring it right back around

to the start of this jungle should we fear the robots yes and no what are

those tricky tricky answers I think yes we should fear robots that are not

necessarily designed with thoughtful design decisions yes we should fear

robotics and AI systems that that from the design perspective aren't supported

in terms of what are some of the human values that should be in play when you

make decisions that impact everybody because you know tell you what something

that is really interesting about AI is one designer can make a decision and

that'll become quite an quote policy or the role for everybody all of the users

are the engineers or data scientists actually trained to be policy makers not

really not often anyway it's not that I know

so in that sense I think we should definitely have healthy dose of concern

in terms of how are we supporting our engineers and designers to make the

right decisions going forward but no in the sense that I don't think we will

have Terminator robots that'll just be I would about in you know our streets in

Vancouver to to kill everybody but yeah I think there is a healthy violence and

I think we're really ting the way forward with with this discussion okay

but if those Terminator robot scum I'm giving you a phone call and I am

complaining that you did not give me a fair warning put you on my contact list

Ajung thank you so much for taking the time here thank you

For more infomation >> Should We Fear the Robots? | #BCTECH Summit 2018 - Duration: 18:38.

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Auto electrical in Huntington Beach - Duration: 2:02.

[Francisco] Hi. Francisco, Francisco's Automotive. If you're watching this video it's because

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[End of Closed Captioning]

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