Robots Run Faster Than Humans Now-桂子山人

Robots Run Faster Than Humans Now

歌手:桂子山人

时间:2025-11-19

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Uh so what happens when a perfectly flaw as digital system just completely collides with a perfectly normal human

Oh Well

Usually it's a total mess yeah

Exactly

And it results in five minutes of absolute gear creratic chaos yeah

The car rolup right the parking lot

Story from today's nah so the story from more the editors and our sources

Today ah just completely captures this uh this modern friction we all deal with so for years they had this unspoken very human arrangement right the security guards at their compound right a tiny social contract basically

Exactly they pull up to the parking lot

The guard would recognize them manually buthe the gate open and just wave the daily fee easy

But then a news start parking system gets installed

And those systems they demand absolute sequence no excepmptions

None

So the car rols up the moderor demands the fee and the guard hands over a printed qr code

The editor scans it but uh theyell phphone connection just drops

Oh

Worth timing right so the payment hangs this weird digital limbo yeah

But the gate somehow lifts anyway

Because the human guard assumed the payment went through

And just manually triggered the barrier yeah

But they're both trapped in a total nightmare

The system regsters no car

But the the arden shift ledger is going to be short thirty rmb at the end of the day

And they can't just recan the cocoright

No

Because the softwtwststubborly ly sisist is is conding trtransaction

It's totally locked up um so to solve it

The driver literally has to throw the car in reverse back all the way out of the compound and approach

The gate a seconstime just a trigger the opticle sensor again

So they can pay that is amazing

It really reminds me of that vintage petch p comic strip included in the stack

Today all the one of the dogs

Yeah

So a guy is being kept awake by a howling puppy

He goes to the petshop p as a fulground dog to keep a pup in line

And that night every single dog in the room is just howling at the moon

It's the perfect analogy

We introduced these llposely elegant technological solutions

And they just multiply the chaos right

Because they assume a friction tioncoreality

I mean look at the math section of our sources

You see these wonderfully simple rigid of which at the aldebra ones exactly nine a plus five b equals eighty two or uh why times y plus y equals two hundred and ten

Which ddicates that why absolutely must be fourteen right mathematical certainty is absolutely

It does not care if you have bad sell reception exactly a machine looks at a parking lot and sees that exact a tytype equation

It anticiciates inputs in exacts a human life

I mean it operates on favors judgment calls and drop signals

Variables that just completely destroy the formula precisely and attention is exactly what we were exploring in this deep dive

Today we're taking you through a really fascinating stack of newsletter ter lippings cocoing everything from artificial intelligence startups and escape wolf in the champions league a very wide range today very wide

But 是的

对的

Our mission today the thing we really want you to think about is the massive theme hiding in all these pages

It's the tension between cold flower systems and massive beautiful human predicicability and honestly they

Where is that collision producing more heat

Right now then in the global ai arms race okay

Let's unpact this because the envidia and deep sek news is everywhere right take the epseek the chinese ai start out

They completely shock the techworld last year

Which is awone model

It was highly seeable

Incredibly low cost

Yeah

You probably seen their little whale logo popping bond phones

Everywhere lately exactly and the crazy thing is they built that model internally bankrolled entirely by their parent hedchfund high flgher

They actually turned down

Outside investor

Which is unheard of in ai right now totally unheard of

But now suddenly they are outraising money targeting three hundred million dollars at a ten billion dollar valuation well perfection turns out to be incredibly expensive to make matain tain i methey suffered a massive seven hour crash last month a lifetime in the tech world yeah

And to fix the bottle next

They need colossal amounts of cash for bigger data centors and more chips

Yeah

But most importantly they need to pay their engineers enough to stop them from jumping ship to competitors right

The human talent required to build the unfeeling machine commands and absolute premium exactly and acquiring the hardware for those machines

Well that's currently bound up in some very complex geopolitical dynamic

You have a us trying to chip situation right and strictly looking at the context provided in our sources in video

Ceo jhnson huang recently did a podcast interview where he argued

And this is strictly from a business perspective

That the us should allow his company to sell ai ships to china

Which obviously sparked a massive online firrestorm

Yeah

But his technical retionale was simply

That export restrictions don't actually halt ai development

They just divert companies like deep seek to domstistial turn does like quawaz assand nine fifty dpr chip right it's like telling someone they can't buy your sports car

So they just figred how to build their own engine instead

It's a great way to put it

And neutrally reporting the facts year huang led it a horrible outcome for in video

That which make sense

When you look at their balance sheet

They took a four point five billion dollar hit this year from those us export restrictions four point five billion

Wow

The innovation just roots around the road block exactly and this massive global desperation for computing power has triggered a financial hiysteria

That h honestly so bizarre

Oh

You mean companies with absolutely nothing to do with technology trying to catch it

The

The gp u gold rush

Yes look at all bird get this blulue mind

Yes

The ego friendly shoe rutions right the one's famous for the white neitt sneakers with the red laces that's so on

Yeah

Value at four billion dollars just a few years ago

Now they are officially quitting the footweare business entirely right entireenentirely they are selling off their sneaker brand for a mmere thirty nine million dollars and the rebranding as newbird ai you cannot make this up

You really can't

They're raising fifty million bucks to buy data center gp s and the absurity of the current tech market is it

Wall street loved it

The stock jumped it over five hundred percent in a single day over five hundred percent

We played so much blind faith in the concept of digital perfection

That just slapping the letters a and i onto a failing shoe company generates half a billion dollars in perceived dollars just atathin air

But the thing is those perfect digital systems are actually

Incredibly

Vulnerable

Specifically

Because they lack human intuition right which brings us to the deficcypto hhiest

Yeah

The helped dao situation so a hacker manipulated the protocol and handing over two hundred and ninety two million dollars with aa token collgers a hate a staggering a manuphment right

And then they took those stolen tokens over to off

Which is the largest lending protocol and crypto

It just use them as collateral to borrow gh two and thirty six million dollars in real a theorium it's while and to understand how this works you have to look at the mechanism of adaoa decentralized autonommous organization

It is essentially a banrun n intirely by smart contracts so no human executives at all

None

The smart contract of the the marpfeed for rf saw

It was valuable and verifiy the token standard so h did not not

Could not do the enverify the intrinsic market reality of how those tokens were actually acquired a ssource put it

It's forforing a fake gold bar ar king into a poronshops

Slamming it on the counter and walking out with real cah exactly and the terrifying paris

The ponshop doesn't even blink

Because it's digital scale confirms the way is correct

It completely ignores what the metal broacer

So thethere's no human pond broker right no one to look at the customers nervous sweating or feel feel the strange texture of the bar and rely on twenty years

The toesmarts to say uh sometimes off

If exactly the code trusted the input flaloussly

And that flalest execution triggered a massive panic

Where users yanked five point four billion dollars out of ov in a matter of hours

Here's where it get really kilomeal um

Because it's one thing when code messes up in the digital though because when machines get fiysal it gets unnerving

Oh

The beijing human oid robot half marathon

Yes over a hundred robots lined up for a twenty one kilometre race so winwinner was this bright robot named lightning next builat the smarmarphphone maker honor and across the finfinshed in fifty minutes in twenty six seconds

Which beats the current human world record of fifty seven minutes in twenty seconds by a lot and just last year

The winning robot took over two hours and forty minutes

And spent half the race just falling over

So it changed well the leap and capability is entirely down to overcoming mechanical le bottnext x biological muscles

You know they break down glekagen and create lactic acid when pushed well fundamentally forces a human body to fatigue and slowdown

But a robot doesn't have lactic acid right

A robots only enemy is thermal overload so honored just bypass that limitation they integrated smart phone liquid cooling of the vabor chamber directly into the robobo's ints

They removed the biological constraint

They replaced lacctic acid with a cooling loop

So the machine gets infinite stamel

As long as the battery holds what's fascinating

Here is the brutal contrast with a limits of the human body that we see in the sports section of our sources

The human machine inevitably breaks it does look at saff curry yeah thirty eight years old shooting four of sixteen for a mere seventeen points in a plane game missing the playofs entirely

It really signalled the end of the goldon state warars dynasty

A dynasty he built by fundamentally changing the geometry basketball with with three pointer

But biological aging cannot be liquid cooled

No

It can't

Victor excecising is dealing with the exacacin reality is deadment

Right

He's retiring adjust thirty two due to chronic back injuries

And this is the guy who dominated the sport a six hundred

Four four wing spspspent one hundred and eighty three weeks at world number one

He even learned fluent mandarin just to bridge the cultural gap with his fans and rivals in china

But eventually the human body fail

The humans also have grit the evable that no vabor chamber can replicate here desperation

Yeah look at she

Uki

He's currently china's world number two in badminton

There is this photo of him and the sources

He's meteer eyes completely locked on the shuttle cock

It is intense

He just crushed his opponenment in forty one minutes to win the asian championship

Right

He's chasing that supergrand slam of all nine major titles

Pushing his physical frame in the absolute limit for the abstract concept of legacy

You see that same exact friction seeking behavior in the paris surbay cycling race too well

They call that

When the hill of the north race do a cycless rattle over fifty five calbetres of jagared coblestones at an average speed of almost forty nine kilometers an hour

It's brutal and the equipment fails constantly the source is mentioned both the winner woovanart and the runner up to desh bgatchar suffered tire punctures the mechanics breakdown

But huhumans just keep peddling varart actually chased this victory for eight years

And his immediate reaction upon winning was to dedicate to a timate who died during the twenty eighteen race

It's also emotional even in slower sports

The mental friction is immense look a cyymacco roy

Oh

The masters

He blew a massive six shot lead

Completely collapsed unders own psychology during the third round

But then somehow he found the forditde to come back on sundundand went back

When the masters by single stroke it is incredible

And the masters by the way is a great example of this analyg resistance

They stubborly refused to allow cell phones on the course

And they still sell excel sandwiches for a dollar

Fifty they protect their traditions

Fiercely

It really forces you as a listener to consider your own career in life

Like would you rather watch a robots flawloussly executed task

Like would you human overcome immense physical and mental hurdles to achieve greatness

Well as the digital world becomes more automated humans are clearly ctomving those raw physical experiences

Even if they are dangerous or flawed right

Which brings us to the new ultra trail mogan race

It's a hundred mile ultratrail race

Through the bambie force of the morgan shown mound

It takes thirty two hours to finish

People are paying to ensure profound physical suffering 对不对

But it's deeply tied to myth in culture

The course runs past the ancient soortcasting coons of ganjyangg and moyay the legendary couple who forged china's greatest source

And over five hundred years ago

We want tangibility

We want a bleed and sweat

Where the legends suffered exactly and that same craving for physicality drives sonrain the that y new year festival

The massive street waterfight

Yeah

It's essentially the world's largest most chaotic water fight

But as the expert notes in the sources

There is a dark side to this human desire for reckless fund

There is during the festival seven dangerous days

There were two hundred and forty

Two deaths and over twelve hundred road accidents mostly do a speeding in drunk driving motorcycles

Right right

It's the ultimate contrast to a safe deterministic parking lots system

Human nature is just reckless

But you see this cultural push back against the digital everywhere right now

But chchstopopher nolin shooting his movie version of the autisy entirely on massive heavy imax's film suameras

Right

He's not using green screens

Yeah

There is this crazy image in the stack today of men physically dragging a giant wooltrorogen horse across a real beach

He is actively choosing the immense logistical nightmare of physical wheght over effortlist digital rendering monarchal magazine is doing something similar in the publishing world opening that physical pop up shop

Yeah

A shop cacapint shanghai

They champion

Thke glasy print media

They filled the space with tacktile usm and steyler works furniture and their hosting live gatherings like entrepreneurs

Lilife proving that scrolling a screen just doesn't bill community the way physical present does even modern pop music owes its emotional landscape to physical machinery

Look at to paschmode right formed in nineteen

Ninety eighty

But shoped the sound of modern emotional pop from the weekend to billy islish

And they did it using massive early sympasizzers

Where you had to physically patch cables to find a sound

But i mean human behavior within culture can also be incredibly bizarwe we had talk k

Justin biber

Accochochla

Oh wow

Yeah

Getting paid ten million dollars to walk out in front of one hundred and twenty five topeople sit at at laptop type baby into youtube and just watches own twenty ten music video on the giant screen

It's ilarious katty period was was in the crowd joking

She was thankfully at youtube premiums

So they dihave to watch ads

It's just wild

I mean to me is this a clever statement on internet

Nostolgia or sheer human laziness that an ai would never get in ness that an ai hlucinates that mpzthy with unplugged that's true

But the sheer unpredictability

Huhuman reality is something called math completely fails to capture take that track nobody done by the xkii sluuter the brazilian funk and fok match up

It's barely ninety seconds long right and a slow down version of it exploded globally racking up eighty

Four million spottify streams purely

Because it became the soundtrack to a very specific techtock dance challenge

Extrtually it realize entirely on human empathy and shared emotional connection

And you really see the power of that empathy with a hunchchrian an anders in a work winners

Oh

But contrast the cold mah from the beginning of the show with kaggw she's a seventy nine year old chinese artists

Who one the illustration price

Her work for the story of the peach bossom spring is just breath taking a blend of classical chinese inkpainting and impressionism

And the writing award went to michael rosen and eighyear old british author

He wrote michael rosen sad book

Which is this profoundly vulnerable exploration of the crushing grief

He experienced is the sudden death of his teenage sun

It's a master class in articulating painto children

And yet simultaneously he is universally recognize by teenagers across the internet as the noise mean guy right based on a totally unrelated poetry video from twenty thirteen

Where he just smacks his libsson says

Nice

If we connect this to the bigger picture

No ai could ever replicate that specture of human experience

You can't symphsize ze the le crrushing grief of losing a child

After the nosurd morality of becoming a global internet mean

So what does this all mean

How do we synthesize all of this

I think the final source perfectly captures it

April nineteen

Nineteen nineteen nineteen

Eighty five

The recording of we are the world

The ultimate flawed beauty of collaboration exactly beat the picture force

Well you had forty six of the most massive fragile eags in american music all crammed into a single room in less angeles to raise sixty million dollars for family relief

And it wasn't perfect at all i mean prprincomplepletely refused to sing right ofoffered play ay gutarcelo instead leaving huge lewis to step in of the last minute to take a vocal part

It was messy

It was a friction filled human process with people arguing over phrasing and stepping on each other toes 你好

But it resulted it an an absolute masterpiece

It did if you asked in an adanced ed i to write in recorded charity single today it would generated in five seconds

There would be zero arguments

But it wouldn't an anything than anyone just like that parking like guard at the beginning

Sometimes we need the friction

We absolutely need the mistakes in the human judgment

We covered so much ground today

Somededeseek aai startus

And we wled dao cyptoal highst to liquid cooled robobomarathones

And we didn't even fully get into the escaped wolf

Oh Right

The two year old wolf who burwed out of a south korean zoo

The human response was pure chaos

Three hundred police and soldiers playing recordings of wolf houles

And they lost him on thermal cameras

Because they had dn't stop in swap a drone battery

是的 对对

The police even released a fake ai generated photo of him

And someone launched a cypdal meme coin

Before he was safely darted pure unscriphuhuman obsurdity exactly so what's our final take away

Here well we are racing to build machines

That run faster than us soft math

Instantly and perfectly police are parking lots

But as we engineer the friction out of our lives

Are we also engineering out the very struggles that create our greatest art are most thrilling sports and our deepest connections

The next time you are stuck battling a broken automated system ask yourself is the chaos actually a point

That is a brilliant thought to end on

Thank you for joining us on this deep dive

Keep questioning the perfect system

Stay curious and embrace the messiness of this human experience catch you next time

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