WEBVTT

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Imagine for a second that you are an astronaut.

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Right. And you are about to be strapped into

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this tiny metal cylinder sitting on top of thousands

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of pounds of highly explosive rocket fuel. Sounds

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terrifying. Oh, totally. And you are trusting

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your life. and really the future of your entire

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country's space program, to the very first generation

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of electronic computers. Yeah, these massive

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machines that fill entire rooms. Exactly. They're

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cutting edge, but they are completely untested

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in this kind of life or death scenario. So you

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look at the mission directors, the people who

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have spent millions of dollars on these digital

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brains, and you tell them, absolutely not. You

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just refuse. Right. You refuse to launch until

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one specific human being double checks the machine's

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math. It's honestly one of the most stunning

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visuals in modern history. I mean, when you really

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think about it, you have the absolute peak of

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human technological advancement, like the literal

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dawn of the digital age. paused, stuck on the

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launch pad. Yeah. And the entire apparatus is

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waiting for a single person with the pencil and

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a mechanical calculating machine to give the

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green light. Well, today's deep dive is all about

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that exact person. We are pulling from a comprehensive,

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historical and biographical source, chronicling

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the incredible 101 year life of Crayola Catherine

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Johnson. It is such an amazing story. It really

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is. And our mission today is to figure out exactly

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how a brilliant mathematician from West Virginia

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bypassed pretty much insurmountable barriers

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of race and gender to become the ultimate human

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safety net for America's journey to the stars.

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Okay, let's unpack this. We have to start at

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the beginning, I think, because her early life

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really establishes the sheer velocity of her

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intellect. Oh, absolutely. So she was born in

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1918 in White Sulphur Springs, West Virginia.

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Her mother was a teacher, and her father was

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this true polymath of his era. I mean, he was

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a lumber man, a farmer, a handyman, and he worked

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at the Greenbrier Hotel. Wow. So he was doing

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a bit of everything. Yeah, exactly. And from

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a very early age, she demonstrated this intense,

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almost a gravitational pull toward mathematics.

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She counted everything. Like what? Like the steps

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of the road, the steps to church, the number

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of dishes she washed. If it could be counted,

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she counted it. That's wild. But her intellect

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immediately collided with this massive systemic

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wall. Right, the segregation laws. Yeah. In her

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county, public schooling for black students simply

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stopped after the eighth grade. The local government

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had basically decided that was the absolute limit

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of the educational infrastructure they were going

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to provide. If she wanted to keep learning, she

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was completely on her own. But her family just

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refused to accept that dead end. They essentially

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engineered a dual life for themselves. How so?

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Well, during the school year, her parents would

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move the family 120 miles away to Institute West

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Virginia. That's a huge commitment. It really

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was. And they did this specifically so Katherine

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could attend a high school situated right on

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the campus of West Virginia State College. And

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she was only 10 years old at the time. 10 years

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old? Yeah. 10 years old and just walking around

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a college campus to take high school classes.

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I mean, think about the kids you know today at

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10 years old. Right. They're navigating, what,

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fifth grade? Yeah, maybe fifth grade. And imagine

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them packing up their lives to tackle an advanced

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high school curriculum. It's like she was speed

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running a video game on the hardest possible

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difficulty setting. She wasn't just excelling.

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She was forcing the world around her. to warp

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to her abilities. That's a great way to put it.

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Because she graduates high school at 14, she

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graduates college at 18, summa cum laude, no

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less, with degrees in both mathematics and French.

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And her progression there highlights something

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really crucial about the nature of genius, I

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think, which is that talent is universal, but

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opportunity is not. Right. She needed the right

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environment to flourish. And she found it in

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mentors like chemist Angie Turner King and WWC

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Flynn Clader. And Clader is a huge figure in

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this story. Oh, absolutely. He was only the third

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African -American to ever receive a doctorate

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in mathematics. And when Catherine just blew

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through the existing college curriculum, Clader

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literally invented new math courses just for

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her. I want to pause on that for a second, because

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what does it actually mean to invent new math

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courses? I mean, we aren't talking about giving

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your extra homework sheets. No, no, not at all.

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We are talking about moving way past standards.

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textbook calculations and into advanced theoretical

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problem solving. Clader was teaching her analytic

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geometry. Which is what, exactly? It's essentially

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the synthesis of algebraic equations and geometric

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shapes. So instead of just drawing a curve on

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a page, you are using complex equations to define

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every single microscopic point on that curve.

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Oh, wow. Yeah, he was training her brain to map

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physical space using raw numbers. He recognized

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very early on that she had the specific cognitive

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architecture required to be a high -level research

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mathematician. And that cognitive architecture

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puts her right in the crosshairs of history.

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Because after she spent some time teaching, she

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is selected to integrate the graduate mathematics

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program at West Virginia University in Morgantown.

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Right, this is in 1939. Yeah, and this happens

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right in the wake of the 1938 Supreme Court ruling

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Missouri XREL, Gaines v. Canada. What's fascinating

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here is how that Supreme Court ruling acted as

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a catalyst, right? But it was Johnson's undeniable

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brilliance that made her the prime candidate

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to actually break that specific ceiling. Because

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the ruling didn't just automatically fix things.

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Exactly. The ruling basically mandated that states

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either provide separate, equal higher education

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for Black students, or admit them to white universities.

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So her college president handpicked her to be

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one of only three African -American students

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and the only woman to integrate WVU's graduate

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math program. Which places just a staggering

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amount of cultural and political pressure on

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a young woman who, at the end of the day, really

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just wants to solve equations. Yeah, the weight

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of that must have been immense. Ultimately, she

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pauses that graduate program after the first

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session to start a family with her first husband,

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James Goble, and she goes back to teaching. But,

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you know, you read through the sources and you

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get the distinct feeling that a mind operating

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at her level just couldn't stay hidden in a classroom

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forever. No, definitely not. The world was about

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to demand her specific set of skills. Because

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the entire geopolitical landscape was shifting

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drastically. The Cold War escalated, and the

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sudden explosion of aerospace research created

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this insatiable demand for sheer brain power.

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Right. They just needed people who could do the

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math. Exactly. The walls of institutional segregation

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began to crack, honestly, simply out of mathematical

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necessity. They needed the brain power, and they

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needed it immediately. And that brings us to

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1952. A relative mentions that the National Advisory

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Committee for Aeronautics, which is NACA, the

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precursor to NASA, is hiring for its West Area

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computing section in Hampton, Virginia. Yeah.

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So by the summer of 1953, she takes the job,

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she moves her family to Newport News, and she

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walks into a pool of women famously referred

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to as computers who wore skirts. And it is so

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important for us to remember that at this time,

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computer was a job title. It wasn't machine.

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Right. It was a person doing the computing. Yeah.

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Imagine trying to design an airplane wing today.

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You would just use software, right? But in 1953,

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a test plane would fly, and instruments inside

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a black box would record data on photographic

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film. The human computers had to read that film,

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frame by frame. And then they'd use slide rules

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and mechanical desk calculators to plot the exact

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aerodynamic forces acting on the plane. That

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sounds incredibly tedious. It was grueling. It

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was hyper -precise manual mathematics. And Katherine

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Johnson was incre - I mean, so good, in fact,

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that she and a colleague were temporarily assigned

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to an all -male flight research team. Because

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of that analytic geometry background. Exactly.

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Her deep understanding of that geometry made

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her indispensable. She later joked that they,

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quote, forgot to return me to the pool. Which

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is pretty funny. It is. But while the math was

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elegant, the environment she was working in was

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incredibly harsh. This is Virginia in the 1950s.

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She's required to work, eat, and use the restrooms

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in segregated facilities. Her office literally

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had a sign on the door that read colored computers.

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Yeah. The juxtaposition between the cutting edge

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science they were doing and the archaic social

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structure of the time is just glaring. It really

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is. And yet she later said something about this

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that I really want your take on. When asked about

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the segregation, she said, I didn't feel any

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segregation. I knew it was there, but I didn't

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feel it. She talked about how everyone was intensely

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focused on the research and they played bridge

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together at lunch. And it just didn't impact

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her. How does a person walk past a colored computer

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sign every morning and claim they didn't feel

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it? Well, I think it speaks to a profound psychological

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defense mechanism, but also to the great equalizer

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of mathematics itself. What do you mean by that?

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Think about it. When you are calculating the

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physics of flight, the math is entirely objective.

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The numbers do not care about your race, your

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gender, or the Jim Crow laws of 1950s Virginia.

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Right, 2 plus 2 is 4 no matter what room you're

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in. Exactly. By pouring her entire consciousness

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into the undeniable truth of the equations, she

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carved out the psychological sanctuary for herself.

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She operated in a realm where her intellect was

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the only variable that mattered. Engaging with

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the indignity of those signs wasn't going to

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solve the aerodynamic problem sitting on her

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desk. She simply refused to let their prejudices

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distract her from her work. And that quiet confidence

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bred this incredible assertiveness in her. I

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mean, she started asking to attend the editorial

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meetings where the engineers discussed the research.

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And up until then, no woman had ever been allowed

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in those rooms. But she didn't ask for permission.

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She asked for logical consistency. I love that.

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She basically told them, look, I have done the

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calculations. I understand the data better than

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anyone. And therefore, my presence in this room

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is scientifically necessary. And what could they

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even say to that? Nothing. The engineers, confronted

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with that undeniable logic, eventually just let

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her in. Which sets up one of my absolute favorite

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moments in this entire source material. The Skopinski

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Report. Oh, this is a great story. At this time,

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women were categorically barred from putting

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their names on research reports. Their labor

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was just meant to be invisible. But Johnson was

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doing the heavy lifting on this highly complex

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report regarding azimuth angles for placing satellites

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over specific Earth positions. Let's clarify

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what an azimuth angle is real quick because it

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really highlights the complexity of her work

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here. Yeah, please do. So if you want to put

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a satellite in orbit so it passes over a specific

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city at a specific exact time, you can't just

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shoot the rocket straight up. Because the Earth

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is spinning. Exactly. The Earth is a spinning

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sphere and the satellite will be orbiting in

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three dimensions. The azimuth angle is the exact

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compass direction you need to launch the rocket

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so its trajectory perfectly aligns with the spinning

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planet down below. And she is doing this mind

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-bending spherical geometry by hand. By hand,

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yes. So she's working with a male engineer, Ted

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Skopinski, and their supervisor, Henry Pearson,

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who the source dryly notes was not a fan of women.

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He is pushing to get this report finished so

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Skopinski can transfer out to Houston. But Skopinski

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knows the reality of the situation, so he pushes

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back against the supervisor. He says, Catherine

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should finish the report. She's done most of

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the work anyway. It's like the ultimate mic drop.

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It's like being a ghostwriter who finally forces

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the publisher to put your name on the cover of

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the bestseller. That's exactly what it is. The

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supervisor had no counter -argument. Pearson

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was forced to let her finish it, and Katherine

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Johnson became the first woman in her division

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to have her name printed on a research report.

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And this is a massive structural victory. By

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forcing her name onto the permanent historical

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record, she destroyed the illusion that women

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were merely human calculators. She proved they

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were authors of the aerospace research itself.

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And getting her name on that report was merely

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the prologue. Because soon, NACI transitions

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into NASA and the stakes just skyrocket. We move

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from testing airplane gusts to launching human

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beings into the vacuum of space. And here's where

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it gets really interesting. Because the mathematics

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go from being theoretical aerodynamic research

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to being the only thread keeping an astronaut

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alive. Right. We enter the Mercury program. In

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1961, Alan Shepard becomes the first American

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in space. And Katherine Johnson was the one who

00:12:27.360 --> 00:12:29.580
calculated his trajectory and his exact launch

00:12:29.580 --> 00:12:31.500
window. And to put that in perspective for you

00:12:31.500 --> 00:12:34.200
listening, calculating a launch window isn't

00:12:34.200 --> 00:12:36.580
like looking at a train schedule. You are trying

00:12:36.580 --> 00:12:39.559
to hit a moving target from a spinning planet

00:12:39.559 --> 00:12:42.340
through a varying atmosphere using a vehicle

00:12:42.340 --> 00:12:44.940
that is essentially a controlled explosion. It's

00:12:44.940 --> 00:12:47.820
unfathomably complicated. If you launch three

00:12:47.820 --> 00:12:50.519
minutes late, The planet has rotated, the orbital

00:12:50.519 --> 00:12:53.039
mechanics have shifted, and the astronaut misses

00:12:53.039 --> 00:12:56.179
the target area entirely. Exactly, but her calculations

00:12:56.179 --> 00:12:59.080
were so flawless that Shepard's Freedom 7 capsule

00:12:59.080 --> 00:13:01.639
was found immediately after splashdown. Wow.

00:13:01.940 --> 00:13:03.960
But her contribution wasn't just the primary

00:13:03.960 --> 00:13:07.519
path. She also plotted detailed backup navigation

00:13:07.519 --> 00:13:10.100
charts for the astronauts just in case of a sudden

00:13:10.100 --> 00:13:12.799
electronic failure. She was always planning for

00:13:12.799 --> 00:13:15.620
the worst case scenario. Which brings us to 1962

00:13:15.620 --> 00:13:19.259
and the legendary John Glenn story. NASA has

00:13:19.259 --> 00:13:22.320
finally installed these massive, room -sized

00:13:22.320 --> 00:13:25.519
IBM electronic digital computers. They can process

00:13:25.519 --> 00:13:27.919
calculations at speeds humans just can't even

00:13:27.919 --> 00:13:29.840
comprehend. Right, the cutting edge of tech.

00:13:30.240 --> 00:13:32.860
Yeah, and they're supposed to calculate the orbital

00:13:32.860 --> 00:13:35.240
equations that will allow John Glenn to circle

00:13:35.240 --> 00:13:38.679
the Earth. But Glenn looks at the machines and

00:13:38.679 --> 00:13:41.860
balks. He tells the engineers to get the girl.

00:13:42.039 --> 00:13:45.259
He completely refuses to fly unless Katherine

00:13:45.259 --> 00:13:48.100
Johnson personally rechecks the machine's numbers.

00:13:48.639 --> 00:13:50.879
And this raises a really important question about

00:13:50.879 --> 00:13:53.980
the nature of trust in engineering. If you just

00:13:53.980 --> 00:13:56.720
spent millions of dollars on the most advanced

00:13:56.720 --> 00:13:59.580
calculating machine in human history, why do

00:13:59.580 --> 00:14:01.820
you trust a human brain more? Right. I mean,

00:14:01.820 --> 00:14:03.919
it seems completely counterintuitive to us today

00:14:03.919 --> 00:14:06.720
when we trust our smartphones to navigate us

00:14:06.720 --> 00:14:08.519
literally everywhere without a second thought.

00:14:08.600 --> 00:14:10.320
You really have to look at it from John Glenn's

00:14:10.320 --> 00:14:13.029
perspective. The electronic computer was a black

00:14:13.029 --> 00:14:16.389
box. It was prone to hiccups, power fluctuations,

00:14:16.629 --> 00:14:18.970
random glitches. It could spit out an answer,

00:14:18.970 --> 00:14:20.730
but it couldn't explain how it got there. It

00:14:20.730 --> 00:14:23.789
didn't show its work. Exactly. Katherine Johnson,

00:14:23.929 --> 00:14:26.649
however, was totally transparent. Glenn knew

00:14:26.649 --> 00:14:28.629
that she understood the fundamental architecture

00:14:28.629 --> 00:14:31.590
of the mathematics. If she arrived at the exact

00:14:31.590 --> 00:14:34.370
same numbers as the computer, it meant the computer's

00:14:34.370 --> 00:14:37.070
process was sound. She wasn't just checking the

00:14:37.070 --> 00:14:39.809
math, really. She was verifying the machine's

00:14:39.809 --> 00:14:43.440
sanity. The irony there is beautiful. Her sheer

00:14:43.440 --> 00:14:46.000
human brilliance was used to legitimize the very

00:14:46.000 --> 00:14:48.460
digital technology that would eventually render

00:14:48.460 --> 00:14:51.519
human computers obsolete. She was basically the

00:14:51.519 --> 00:14:54.000
bridge between the analog and the digital ages.

00:14:54.350 --> 00:14:57.009
And her reputation for absolute accuracy became

00:14:57.009 --> 00:14:59.789
the gold standard at NASA. She went on to help

00:14:59.789 --> 00:15:02.690
calculate the projectory for the 1969 Apollo

00:15:02.690 --> 00:15:04.990
11 flight to the moon. That's incredible. Yeah,

00:15:05.070 --> 00:15:07.070
while Neil Armstrong was taking those first steps,

00:15:07.450 --> 00:15:09.090
she was at a meeting in the Pocono Mountains

00:15:09.090 --> 00:15:11.889
crowded around this tiny television screen watching

00:15:11.889 --> 00:15:14.110
the combination of her life's work. But the moment

00:15:14.110 --> 00:15:16.509
that truly defines her value to the space program

00:15:16.509 --> 00:15:19.049
I think happens a year later during Apollo 13

00:15:19.049 --> 00:15:22.429
in 1970. The mission famously aborts after an

00:15:22.429 --> 00:15:25.169
oxygen tank explodes. The crew is stranded halfway

00:15:25.169 --> 00:15:27.250
to the moon. It's a total disaster. They are

00:15:27.250 --> 00:15:30.250
losing power, systems are failing, and their

00:15:30.250 --> 00:15:33.049
electronic navigation is dead. They have to navigate

00:15:33.049 --> 00:15:35.870
back to Earth manually. And what saves them?

00:15:36.269 --> 00:15:39.129
Katherine Johnson's backup procedures. Specifically,

00:15:39.409 --> 00:15:41.809
her work on the one -star observation system.

00:15:42.009 --> 00:15:44.389
The one -star observation system is just a stroke

00:15:44.389 --> 00:15:47.929
of absolute genius. When a spacecraft loses power,

00:15:48.289 --> 00:15:51.049
it loses its digital horizon. Meaning they don't

00:15:51.049 --> 00:15:53.889
know up from down? Exactly. The astronauts have

00:15:53.889 --> 00:15:57.029
no idea which way is up, down, or toward Earth.

00:15:57.549 --> 00:15:59.429
But Johnson had helped design a system where

00:15:59.429 --> 00:16:01.950
an astronaut could look through the window, find

00:16:01.950 --> 00:16:05.409
one specific known star, and use it as a fixed

00:16:05.409 --> 00:16:08.679
anchor point. Just one star. Just one star. By

00:16:08.679 --> 00:16:10.679
measuring the angle of that single star at a

00:16:10.679 --> 00:16:13.299
specific time, they could use spherical trigonometry

00:16:13.299 --> 00:16:16.240
to calculate the exact orientation of the spacecraft

00:16:16.240 --> 00:16:19.240
in three -dimensional space. It is a celestial

00:16:19.240 --> 00:16:21.840
compass. It is breathtaking to think about. In

00:16:21.840 --> 00:16:23.639
a later interview, she said something so poignant

00:16:23.639 --> 00:16:26.000
about that time. She said, everybody was concerned

00:16:26.000 --> 00:16:28.000
about them getting there. We were concerned about

00:16:28.000 --> 00:16:30.519
them getting back. That encapsulates her entire

00:16:30.519 --> 00:16:33.360
philosophy. The engineers were focused on the

00:16:33.360 --> 00:16:35.860
glory of the launch, but she was focused on the

00:16:35.860 --> 00:16:38.480
absolute certainty of the return. When disaster

00:16:38.480 --> 00:16:41.220
strikes, it's not the flashy cutting edge technology

00:16:41.220 --> 00:16:44.559
that saves the day. It's the quiet foundational,

00:16:44.820 --> 00:16:48.500
tedious preparation, the backup charts, the analog

00:16:48.500 --> 00:16:51.179
contingencies that actually brings people home

00:16:51.179 --> 00:16:53.759
alive. And yet... Despite being the architect

00:16:53.759 --> 00:16:56.679
of these life -saving systems, society took decades

00:16:56.679 --> 00:16:59.120
to truly recognize her. It really did. She stayed

00:16:59.120 --> 00:17:01.899
at NASA for a long, quiet career, eventually

00:17:01.899 --> 00:17:05.000
retiring in 1986. She worked on the space shuttle

00:17:05.000 --> 00:17:07.940
program, the Earth resources satellite. She even

00:17:07.940 --> 00:17:10.220
drafted early mathematical models for a human

00:17:10.220 --> 00:17:12.950
mission to Mars. Wow. Over her career, she co

00:17:12.950 --> 00:17:15.410
-authored 26 scientific papers. She also lived

00:17:15.410 --> 00:17:17.450
a remarkably full personal life. She was married

00:17:17.450 --> 00:17:19.730
to his second husband, Jim Johnson, who was an

00:17:19.730 --> 00:17:21.970
army officer and a Korean War veteran for 60

00:17:21.970 --> 00:17:25.029
years. 60 years. Yeah. She was three daughters,

00:17:25.250 --> 00:17:27.529
had six grandchildren and 11 great grandchildren.

00:17:27.829 --> 00:17:30.869
She lived to be 101 years old, passing away in

00:17:30.869 --> 00:17:33.849
2020. And she spent her later years endlessly

00:17:33.849 --> 00:17:36.349
encouraging young students to enter STEM fields.

00:17:36.990 --> 00:17:40.390
But the massive public recognition. The awards,

00:17:40.769 --> 00:17:42.529
they didn't really start pouring in until she

00:17:42.529 --> 00:17:45.349
was almost 100 years old. It was this massive

00:17:45.349 --> 00:17:48.730
avalanche of delayed recognition. In 2015, President

00:17:48.730 --> 00:17:51.049
Barack Obama awarded her the Presidential Medal

00:17:51.049 --> 00:17:53.650
of Freedom, and he specifically pointed out that

00:17:53.650 --> 00:17:56.509
she refused to be limited by society's expectations

00:17:56.509 --> 00:17:59.430
of her gender and race. Then you get the 2016

00:17:59.430 --> 00:18:02.180
film. Hidden Figures, where she's portrayed by

00:18:02.180 --> 00:18:04.579
Toraji P. Henson. She goes to the Oscars in a

00:18:04.579 --> 00:18:06.500
wheelchair and receives this massive standing

00:18:06.500 --> 00:18:09.059
ovation from the entire world. Suddenly, NASA

00:18:09.059 --> 00:18:11.759
opens a 40 ,000 square foot Katherine G. Johnson

00:18:11.759 --> 00:18:15.059
computational research facility at Langley. Northrop

00:18:15.059 --> 00:18:17.900
Grumman names a spacecraft the SS Katherine Johnson.

00:18:18.299 --> 00:18:20.920
There is a GPS satellite bearing her name. Elementary

00:18:20.920 --> 00:18:22.740
and middle schools are renamed in her honor.

00:18:23.140 --> 00:18:24.980
Mattel even makes a Barbie doll in her likeness.

00:18:25.039 --> 00:18:26.900
It's wild how fast it all happened at the end.

00:18:27.140 --> 00:18:29.960
It is. So what does this all mean? I mean, why

00:18:29.960 --> 00:18:32.339
did it take half a century for the world to realize

00:18:32.339 --> 00:18:34.700
who built the math that took us to the moon?

00:18:35.400 --> 00:18:38.319
It's almost as if society found a winning lottery

00:18:38.319 --> 00:18:41.140
ticket in the couch cushions 50 years after the

00:18:41.140 --> 00:18:43.900
drawing and finally decided to cash it in. Well,

00:18:43.900 --> 00:18:46.099
if we connect this to the bigger picture, these

00:18:46.099 --> 00:18:48.039
late in life awards aren't just about honoring

00:18:48.039 --> 00:18:51.480
one woman. They are a massive societal effort

00:18:51.480 --> 00:18:54.740
to correct a deeply flawed historical record.

00:18:54.819 --> 00:18:57.839
How so? Margot Lee Shetterly, the author of the

00:18:57.839 --> 00:19:00.339
book Hidden Figures, which was a primary source

00:19:00.339 --> 00:19:02.619
for much of her biographical data points, had

00:19:02.619 --> 00:19:06.119
a crucial bias in how we value labor. For decades,

00:19:06.299 --> 00:19:09.000
computing was viewed as women's work. And because

00:19:09.000 --> 00:19:11.500
it was done by women, the male -dominated engineering

00:19:11.500 --> 00:19:13.839
establishment viewed it as secretarial. Hostiting

00:19:13.839 --> 00:19:16.500
numbers. Exactly. They believed the hardware

00:19:16.500 --> 00:19:19.140
design was the real work, and the math was just

00:19:19.140 --> 00:19:21.259
data entry. Even though the hardware literally

00:19:21.259 --> 00:19:23.440
cannot fly without the math telling it where

00:19:23.440 --> 00:19:26.359
to go. Precisely. It took the distance of history

00:19:26.359 --> 00:19:28.539
to give us the perspective to see how absolutely

00:19:28.539 --> 00:19:31.700
foundational her labor truly was. Katherine Johnson

00:19:31.700 --> 00:19:33.779
wasn't just doing the math for the engineers.

00:19:34.099 --> 00:19:36.019
She was the architect of the reality they were

00:19:36.019 --> 00:19:38.619
trying to build. Without her mapping the geometry

00:19:38.619 --> 00:19:41.259
of space, the rockets are just very expensive

00:19:41.259 --> 00:19:43.500
fireworks. It fundamentally changes the way you

00:19:43.500 --> 00:19:45.660
look at major achievements. When we zoom out

00:19:45.660 --> 00:19:48.299
and look at her whole journey, it is just staggering.

00:19:48.619 --> 00:19:51.700
You have a 10 -year -old girl forced by the absolute

00:19:51.700 --> 00:19:54.220
worst of systemic barriers to travel across the

00:19:54.190 --> 00:19:58.009
just to attend high school. Yeah. And she grows

00:19:58.009 --> 00:20:01.029
up to map the path to the moon. And she does

00:20:01.029 --> 00:20:04.150
it not through loud theatrical rebellion but

00:20:04.150 --> 00:20:07.369
through relentless undeniable competence by simply

00:20:07.369 --> 00:20:09.910
insisting day after day that she belonged in

00:20:09.910 --> 00:20:12.000
the room where the math was being done. Her legacy

00:20:12.000 --> 00:20:14.779
proves that the most critical work in any massive

00:20:14.779 --> 00:20:17.700
human endeavor is almost always being done quietly.

00:20:18.220 --> 00:20:20.440
It's the backup charts. It's the triple checked

00:20:20.440 --> 00:20:22.900
math. It's the labor done without the expectation

00:20:22.900 --> 00:20:25.920
of initial glory. She established the absolute

00:20:25.920 --> 00:20:28.240
standard for human verification. Which brings

00:20:28.240 --> 00:20:31.059
us right back to where we started. That astronaut,

00:20:31.400 --> 00:20:34.180
John Glenn, sitting in the capsule, refusing

00:20:34.180 --> 00:20:36.779
to trust the machine until Katherine Johnson

00:20:36.779 --> 00:20:39.299
checked the math. And I think this raises an

00:20:39.299 --> 00:20:41.319
important question and leaves us with a critical

00:20:41.319 --> 00:20:44.180
thought for today. What's that? Well, Katherine

00:20:44.180 --> 00:20:47.319
Johnson was the human verifier for the very first

00:20:47.319 --> 00:20:50.000
generation of artificial intelligence and digital

00:20:50.000 --> 00:20:52.839
computers. Right. Today, you and I are rushing

00:20:52.839 --> 00:20:56.079
headlong into an era where we hand over our driving,

00:20:56.259 --> 00:20:58.799
our medical diagnoses, our financial systems,

00:20:59.000 --> 00:21:02.539
and our major societal decisions to complex algorithms

00:21:02.539 --> 00:21:05.339
and AI black boxes. Yeah, we just trust them

00:21:05.339 --> 00:21:07.640
blindly. We do. We don't really know how the

00:21:07.640 --> 00:21:09.680
machines are getting their answers anymore. So

00:21:09.680 --> 00:21:11.710
as you look around at our modern world, have

00:21:11.710 --> 00:21:14.630
to ask yourself, who are the invisible Katherine

00:21:14.630 --> 00:21:17.490
Johnsons of our current era? Who is doing the

00:21:17.490 --> 00:21:19.450
math in the background, insisting on seeing the

00:21:19.450 --> 00:21:21.710
data, and ensuring that the machines don't lead

00:21:21.710 --> 00:21:23.970
us into the dark? Because right now, society

00:21:23.970 --> 00:21:26.750
is strapping itself into the rocket, and someone

00:21:26.750 --> 00:21:27.890
needs to be checking the math.
