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<v Speaker 1>Welcome to the Sentient Code, where intelligence is engineered, autonomy

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<v Speaker 1>is emerging, and a line between human and machine grows thinner.

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<v Speaker 1>Each episode, we decode the algorithms, explore the robotics, and

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<v Speaker 1>examine the ideas shaping the future of artificial minds.

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<v Speaker 2>I want to start this deep dive by asking you

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<v Speaker 2>to visualize something. It's an image that I think really

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<v Speaker 2>defines our generation's relationship with space, even if we don't

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<v Speaker 2>always realize it. You've definitely seen it.

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<v Speaker 3>I think I know the one you mean.

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<v Speaker 2>It's probably on your phone, you know, scrolling through a

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<v Speaker 2>news feed, a high definition photo from the surface of Mars.

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<v Speaker 3>The rust colored planes exactly.

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<v Speaker 2>You see this flat, dusty expands and it just stretches

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<v Speaker 2>out forever. And there are these like sharp, jagged rocks

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<v Speaker 2>scattered all over.

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<v Speaker 3>Yeah, and they look like they haven't moved in a

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<v Speaker 3>billion years, not an inch.

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<v Speaker 2>And the horizon it curves just a little too much.

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<v Speaker 2>It's kind of unsettling. It just it immediately reminds you

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<v Speaker 2>that you are not on Earth.

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<v Speaker 3>It creates a very specific feeling, doesn't it. It's it's beautiful,

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<v Speaker 3>but it's a haunting kind of beauty. It's profoundly empty.

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<v Speaker 2>It is. But when I was looking at the research

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<v Speaker 2>for today, I started thinking about the context of that photo. Yeah,

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<v Speaker 2>and it's just terrifyingly lonely. There's this profound silence to it.

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<v Speaker 2>And I don't just mean an acoustic silence, because you know,

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<v Speaker 2>obviously the atmosphere is thin, but I mean the silence of.

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<v Speaker 3>Distance, right, the time it takes for that image to

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<v Speaker 3>even get to us.

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<v Speaker 2>Yeah, I mean when you look at that picture, you

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<v Speaker 2>have to realize that the radio signal carrying and all

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<v Speaker 2>those pixels took well anywhere from three to twenty minutes

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<v Speaker 2>just to cross the vacuum to get to Earth.

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<v Speaker 3>Right. It's not a live feed.

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<v Speaker 2>Not even close.

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<v Speaker 3>Yeah.

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<v Speaker 2>By the time you see that rock on your screen,

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<v Speaker 2>the rover that took the picture has already moved on

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<v Speaker 2>or gone to sleep.

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<v Speaker 3>Or driven off a cliff hypothetically.

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<v Speaker 2>Well, let's hope not. But the thing that really hits me,

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<v Speaker 2>and this is the key, is that no human eye

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<v Speaker 2>has ever seen that scene, not directly. We are only

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<v Speaker 2>seeing it because a machine went first. We are seeing

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<v Speaker 2>it through the eyes of a robot.

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<v Speaker 3>And that is the fundamental truth of the entire space age.

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<v Speaker 2>Isn't it.

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<v Speaker 3>I mean, we have this very romanticized view of space explosion.

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<v Speaker 3>We think of Neil Armstrong, we think of the Martian

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<v Speaker 3>boots on the ground.

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<v Speaker 2>Sure, those are the big moments.

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<v Speaker 3>And rightfully so, those are the headlines. But if you

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<v Speaker 3>actually look at the history the real story, robots have

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<v Speaker 3>always been the advance guard. They are the scouts. They

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<v Speaker 3>mapped the Moon before Armstrong ever set foot on it.

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<v Speaker 2>They descended into the absolute hellscape of Venus.

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<v Speaker 3>So we didn't have to, right They melted, so we

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<v Speaker 3>didn't have to. They've orbited every single planet in our

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<v Speaker 3>Solar system.

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<v Speaker 2>They've been the busy ones. Okay, but here is the shift,

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<v Speaker 2>and this is really what we're digging into today. For

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<v Speaker 2>the last sixty seventy years, these robots have essentially been tourists,

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<v Speaker 2>very expensive, very smart toy riss with PhDs. Exactly, they went,

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<v Speaker 2>they looked, they measured, They've took some amazing selfies, and

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<v Speaker 2>they sent back all this data. They were passive observers, right.

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<v Speaker 2>But looking at the stack of sources for today, it

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<v Speaker 2>seems like that entire relationship is fundamentally changing.

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<v Speaker 3>It is we are in a transition era. Okay, how

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<v Speaker 3>so the paradigm is shifting from robots as scouts to

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<v Speaker 3>robots as builders. We aren't just sending them to look

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<v Speaker 3>at the frontier anymore. We're sending them to well to

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<v Speaker 3>construct the frontier.

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<v Speaker 2>They build the actual infrastructure that allows us to stay.

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<v Speaker 3>There, precisely because here's the hard reality. Space is dangerous,

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<v Speaker 3>it's incredibly distant, and it is obscenely expensive. Humans simply

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<v Speaker 3>cannot go, not for a long time, not sustainably, until

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<v Speaker 3>that infrastructure exists.

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<v Speaker 2>And since we can't be there to build.

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<v Speaker 3>It because there's no life support yet, right, the robots

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<v Speaker 3>have to do it for us.

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<v Speaker 2>So today we are doing a deep dive into the

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<v Speaker 2>robotic architects of the lunar Frontier. We're going to look

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<v Speaker 2>at the history of how we got here, which is

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<v Speaker 2>frankly wilder than I thought, the insane engineering challenges of

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<v Speaker 2>building on the moon, and what this robotic revolution actually

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<v Speaker 2>looks like.

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<v Speaker 3>And I can give you a spoiler alert go on.

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<v Speaker 3>The biggest enemy isn't aliens, it's dust.

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<v Speaker 2>The dust is absolutely the villain of this story. I

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<v Speaker 2>was floored by that.

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<v Speaker 3>It's the number one problem.

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<v Speaker 2>But before we get to the villain, let's talk about

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<v Speaker 2>the setting. We're talking about the Moon today. Okay, but

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<v Speaker 2>why I feel like Mars gets all the cultural hype.

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<v Speaker 2>Elon wants to go to Mars, NASA wants to go

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<v Speaker 2>to Mars. Why are we focusing back on the moon.

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<v Speaker 3>Mars is the dream, Sure, it's the horizon goal, but

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<v Speaker 3>the Moon is the test site. It is the necessary

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<v Speaker 3>testing ground for humanity's first off world construction efforts. So

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<v Speaker 3>if we can't make it work, if we can't make

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<v Speaker 3>the robots work there just three days away, we have

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<v Speaker 3>absolutely no chance of making them work on Mars, which

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<v Speaker 3>is a six month journey at best.

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<v Speaker 2>Okay, so it's the sandbox, it's the proving ground exactly.

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<v Speaker 2>Let's rewind a bit though. You mentioned this history of

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<v Speaker 2>robots as the advance guard. I think most people know

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<v Speaker 2>about the Mars rous spirit and opportunity and all that,

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<v Speaker 2>But looking at the history here, it seems like we've

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<v Speaker 2>forgotten about a whole era of robotic exploration that really

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<v Speaker 2>set the stage for all of this we have.

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<v Speaker 3>It goes back to the very beginning of the space race.

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<v Speaker 3>If we look at the lunar surface, the first things

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<v Speaker 3>to touch it weren't American boots. They were metal landing legs.

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<v Speaker 3>You had the Soviet lunar program in nineteen sixty six

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<v Speaker 3>and then the American Surveyor won that same year.

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<v Speaker 2>And reading about these early landers, they weren't exactly sophisticated,

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<v Speaker 2>were they. I mean, compared to what we have now,

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<v Speaker 2>they seem like, I don't know, ten cans.

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<v Speaker 3>They were primitive, but they were brave. They were static landers.

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<v Speaker 3>That's the key. They couldn't move, they could barely act.

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<v Speaker 3>Their entire mission was just to answer the most basic,

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<v Speaker 3>almost primal question imaginable, which was if we land something here,

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<v Speaker 3>will it sink?

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<v Speaker 2>I remember reading about that. There was a genuine scientific

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<v Speaker 2>fear that the moon dust the regolith was so deep

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<v Speaker 2>and so fluffy that a lander would just.

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<v Speaker 3>Be swallowed, like landing in quicksand exactly, and it was

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<v Speaker 3>a real theory. Some very respected astronomers thought the dust

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<v Speaker 3>could be meters thick. So these robots, Surveyor and Luna,

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<v Speaker 3>they were basically sacrificial lambs. Their only job was to land, survive,

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<v Speaker 3>and send back a signal saying hey, I'm still on.

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<v Speaker 2>The surface, And in doing that they proved the ground

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<v Speaker 2>was solid.

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<v Speaker 3>They prepared the ground literally for human footsteps.

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<v Speaker 2>So they were the confirmers step one. The floor is.

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<v Speaker 3>Real, exactly, but the real leap, the moment we moved

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<v Speaker 3>from just landing and surviving to actually exploring, came in

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<v Speaker 3>the early seventies, and this is a chapter of history

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<v Speaker 3>that often gets completely overshadowed by Apollo, the Lino CODs,

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<v Speaker 3>Luna CODs, the Soviet rovers.

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<v Speaker 2>I was looking at pictures of these things. They look steampunk,

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<v Speaker 2>is that the right word?

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<v Speaker 3>They are wonderfully Soviet in their design. The best way

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<v Speaker 3>to describe them is to imagine a bath tub on

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<v Speaker 3>eight wheels.

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<v Speaker 2>A bath tub.

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<v Speaker 3>Literally, it was a pressurized tub to keep the electronics

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<v Speaker 3>at a reasonable temperature, covered in a lid that would

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<v Speaker 3>open up like a clamshell during the day to expose solar.

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<v Speaker 2>Panels, and then close at night to stay warm.

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<v Speaker 3>Right, to keep the heat in during that two week

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<v Speaker 3>long night. A solar powered, remote controlled bathtub on wheels.

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<v Speaker 2>That's effectively what it was. But here's the kicker, and

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<v Speaker 2>this connects directly to the challenges we're facing today. These

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<v Speaker 2>things were driven by teams on Earth in almost real time.

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<v Speaker 3>Like a remote control car, a really expensive one, a

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<v Speaker 3>very slow incredibly high stakes remote control car. You had

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<v Speaker 3>a team of five controllers sitting in a command center

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<v Speaker 3>in the Soviet Union. You had a driver, a navigator,

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<v Speaker 3>and engineer, and they were looking at these grainy, black

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<v Speaker 3>and white television images that updated maybe every few seconds, so.

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<v Speaker 2>Not exactly a smooth video feed. What about the delay?

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<v Speaker 3>The round trip signal delay to the moon is about

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<v Speaker 3>two point six seconds.

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<v Speaker 2>Okay, so that's noticeable.

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<v Speaker 3>It's very noticeable. You push the joystick forward and for

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<v Speaker 3>almost three seconds absolutely nothing happens. Then you see the

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<v Speaker 3>image change.

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<v Speaker 2>Maybe that sounds incredibly stressful. You'd have to be so careful.

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<v Speaker 3>It was white knuckle driving, they said. If they saw

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<v Speaker 3>a crater in the image that was right in front

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<v Speaker 3>of them, it was already too late to stop. If

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<v Speaker 3>they were moving at any kind of speed. Oh, they

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<v Speaker 3>had to drive in these tiny short bursts. Drive stop, look,

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<v Speaker 3>wait for the new image. Drive again. And despite that,

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<v Speaker 3>I mean, despite that incredibly crude technology, they were remarkably successful.

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<v Speaker 2>How successful.

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<v Speaker 3>Lunicod too covered nearly forty kilometers in just four months.

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<v Speaker 2>Forty kilometers. Wait a minute, I checked the stats on

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<v Speaker 2>the modern Mars rovers opportunity, the famous one it took

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<v Speaker 2>years to cover a marathon distance, which is about forty

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<v Speaker 2>two kilometers it did, and Lunicod did almost that in

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<v Speaker 2>four months. Yeah, how is that possible?

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<v Speaker 3>Because it had a human brain in the loop. Even

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<v Speaker 3>if that brain was a quarter of a million miles away,

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<v Speaker 3>it was still a human making judgments. It could make

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<v Speaker 3>decisions slowly, but it could navigate complex terrain. It proved

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<v Speaker 3>for the first time that a robot could be a

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<v Speaker 3>useful exploring tool traversing unprepared ground under human direction.

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<v Speaker 2>So that was the high water mark for a while.

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<v Speaker 2>And then obviously we had Apollo.

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<v Speaker 3>We did, but there's a paradox with Apollo that we

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<v Speaker 3>need to unpack. We remember the humans, Armstrong, Aldrin Sernin,

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<v Speaker 3>we picture them, but Apollo was critically reliant on robotic precursors.

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<v Speaker 2>You mean to find the landing spots.

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<v Speaker 3>The Ranger program, the Surveyor program, the lunar orbiters, they

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<v Speaker 3>mapped the entire surface in minute detail. They were looking

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<v Speaker 3>for flat, safe, boring places to land. Without those robotic maps,

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<v Speaker 3>the lunar module pilots would have been flying completely blind.

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<v Speaker 2>So even in our greatest human achievement in space, the

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<v Speaker 2>robots paved the way always. But then after Apollo, humans

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<v Speaker 2>just stopped going. The funding dried up, the political will vanished.

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<v Speaker 3>Humans stopped going, but the robots didn't. In fact, that's

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<v Speaker 3>when we entered what you could call the golden age

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<v Speaker 3>of robotic science. The post Apollo era was almost entirely robotic, right.

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<v Speaker 2>That's when we sent Vulking to Mars to look for life.

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<v Speaker 3>We sent Voyager to the outer planets on its grand tour,

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<v Speaker 3>Galileo to Jupiter, Cassini to Saturn.

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<v Speaker 2>This was the era where robots became our primary eyes

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<v Speaker 2>and ears in the Solar System. We basically accepted that

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<v Speaker 2>for a while we weren't leaving low Worth orbit, so

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<v Speaker 2>we sent our machines as our proxies exactly.

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<v Speaker 3>And while all those orbiters were doing amazing work, the

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<v Speaker 3>surface technology was quietly evolving, specifically for Mars. And this

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<v Speaker 3>is crucial for understanding where we're going next with these

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<v Speaker 3>architects on the Moon. How so, the Mars rovers forced

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<v Speaker 3>us to solve a problem that Lunocod, with its backtob

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<v Speaker 3>on wheels didn't really have to deal.

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<v Speaker 2>With the distance, the time delay, the time delay.

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<v Speaker 3>This is the great driver of innovation in robotics. Remember

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<v Speaker 3>the lunar cuts two point six seconds. Annoying but manageable.

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<v Speaker 3>You can deal with a bad zoom call.

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<v Speaker 2>But Mars is what ten twenty minutes away?

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<v Speaker 3>It varies depending on where the planets are in their orbits.

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<v Speaker 3>A signal to Mars can take anywhere from three to

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<v Speaker 3>twenty two minutes, so a round trip could be almost

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<v Speaker 3>forty five minutes.

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<v Speaker 2>You can't joystick a Mars rover. It's physically impossible, completely impossible.

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<v Speaker 3>If you see a cliff approaching on your video feed

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<v Speaker 3>and you slam on the brakes, the rover actually fell

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<v Speaker 3>off that cliff twenty minutes ago.

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<v Speaker 2>That is a terrifying thought. Yes, you can't drive it.

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<v Speaker 2>You have to tell it where to go.

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<v Speaker 3>You have to give it goals. And this necessity forced

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<v Speaker 3>the development of autonomy. It started small with Sojourner in

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<v Speaker 3>nineteen ninety seven.

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<v Speaker 2>The little microwave sized one, the cute one.

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<v Speaker 3>The cute one. It couldn't do much, but it had

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<v Speaker 3>a basic refuse to die instinct. You know, if it's

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<v Speaker 3>tilt sensorfelt it was tipping too far, it would just stop.

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<v Speaker 3>It was a baby step, but.

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<v Speaker 2>A crucial one.

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<v Speaker 3>Then you had the huge leap with Spirit and Opportunity

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<v Speaker 3>in two thousand and four. They were true robot geologists,

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<v Speaker 3>and they completely transformed our understanding of Martian history and water.

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<v Speaker 3>And then the Big Ones Curiosity in twenty twelve and

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<v Speaker 3>Perseverance in twenty twenty.

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<v Speaker 2>One, and Perseverance even carried a helicopter Ingenuity, the first

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<v Speaker 2>powered controlled flight on another world, a true Right Brothers moment.

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<v Speaker 3>But the key takeaway here isn't just the amazing hardware.

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<v Speaker 3>It's the software. It's the brain, the otomy. Over these decades,

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<v Speaker 3>NASA and JPL developed incredibly sophisticated autonomous driving, things like

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<v Speaker 3>hazard avoidance, pathfinding, visual odometry, where the rover tracks its

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<v Speaker 3>position by watching the landscape move.

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<v Speaker 2>So the robots learned to think for themselves, at least

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<v Speaker 2>geographically speaking.

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<v Speaker 3>They learned to look at a field of rocks and say, okay,

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<v Speaker 3>I can't go that way. That's dangerous. I'll plot a

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<v Speaker 3>course around to the left without asking a human for permission.

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<v Speaker 2>First, because they had to. If they waited for permission

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<v Speaker 2>for every single meter of driving, they'd never get anywhere exactly.

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<v Speaker 3>And now this is the punchline. We are taking all

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<v Speaker 3>that hard won expertise, that autonomy that was born from

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<v Speaker 3>the isolation of Mars, and we are bringing it back home,

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<v Speaker 3>so to speak, back.

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<v Speaker 2>To the Moon, but for a totally different jobs.

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<v Speaker 3>We're a totally different job. We aren't just driving around

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<v Speaker 3>looking at rocks anymore. We're going there to build a base.

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<v Speaker 2>Okay, So that sets the stage perfectly. We've got the history,

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<v Speaker 2>We've got the tech evolution from a remote control bathtub

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<v Speaker 2>to a self driving, nuclear powered science lab. But I

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<v Speaker 2>want to circle back to the why you said the

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<v Speaker 2>Moon is the testing ground. But from a resources perspective, Honestly,

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<v Speaker 2>I look at the Moon and I see a dead,

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<v Speaker 2>dry rock. Why are we building infrastructure there? What is

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<v Speaker 2>there to mind that makes it all worthwhile?

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<v Speaker 3>This is the part that usually surprises people. We tend

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<v Speaker 3>to think of the Moon as just I don't know,

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<v Speaker 3>a source of rock for concrete or something. But the

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<v Speaker 3>real treasure, the strategic resource that changes the economics of

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<v Speaker 3>the entire Solar system is water.

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<v Speaker 2>Water on the Moon. I'm talking about ice, right, like

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<v Speaker 2>liquid oceans.

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<v Speaker 3>Right water ice specifically, it's trapped in the regolith, in

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<v Speaker 3>the soil inside permanently shadowed craters at the.

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<v Speaker 2>Poles permanently shadowed, so places the sun has never reached.

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<v Speaker 3>Exactly deep craters near the North and South Poles, where

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<v Speaker 3>the angle of sunlight is so low that the bottom

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<v Speaker 3>of the crater has been in total darkness and for

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<v Speaker 3>unimaginably cold for maybe billions of years.

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<v Speaker 2>And how do we know it's there? I mean we

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<v Speaker 2>actually like drilled and found it.

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<v Speaker 3>Not yet, but we have very strong evidence. Missions like

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<v Speaker 3>the Lunar Reconnaissance Orbiter and India's Chandra in one have

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<v Speaker 3>used instruments that detected hydrogen signatures. Where there's hydrogen in

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<v Speaker 3>that kind of concentration, it strongly suggests water.

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<v Speaker 2>Ice. Okay, so there's ice, but what's the what I mean,

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<v Speaker 2>is it just for astronauts to drink.

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<v Speaker 3>That's part of it, for sure, But the so what

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<v Speaker 3>here is massive? It's not about drinking water. Is H

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<v Speaker 3>two O hydrogen and.

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<v Speaker 2>Oxygen, which it's rocket fuel.

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<v Speaker 3>It is the most efficient chemical rocket propellant. We have

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<v Speaker 3>liquid hydrogen and liquid oxygen, the same stuff that powered

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<v Speaker 3>the Space Shuttle. If you can mine that ice, melt it,

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<v Speaker 3>purify it, and then split it with electrolysis, you have

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<v Speaker 3>a gas station in orbit.

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<v Speaker 2>Okay, let's unpack this because I feel like this is

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<v Speaker 2>a point that gets glossed over a lot, but it

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<v Speaker 2>sounds like it's the entire reason for this new push.

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<v Speaker 2>Why is a gas station on the Moon such a

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<v Speaker 2>big deal. We have plenty of water here. Can't we

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<v Speaker 2>just bring fuel from Earth?

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<v Speaker 3>We can, and we do, but you have to fight

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<v Speaker 3>Earth's gravity well to get it up there. This is

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<v Speaker 3>the single biggest problem in space travel.

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<v Speaker 2>Explain that the gravity, well.

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<v Speaker 3>Think of Earth's gravity like a really really deep pit.

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<v Speaker 3>To get anything out of that pit, a satellite, an astronaut,

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<v Speaker 3>a liter of water, you have to burn a colossal

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<v Speaker 3>amount of fuel just to lift it. It costs thousands

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<v Speaker 3>upon thousands of dollars per kilogram to launch anything to

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<v Speaker 3>the Moon.

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<v Speaker 2>So if you're launching a tank or full of fuel

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<v Speaker 2>to the Moon, a huge portion of the fuel in

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<v Speaker 2>the rocket blow it is just there to lift the

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<v Speaker 2>fuel above it.

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<v Speaker 3>Exactly. It's this vicious cycle called the tyranny of the

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<v Speaker 3>rocket equation. The more you want to carry, the more

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<v Speaker 3>fuel you need. But that fuel has mass, so you

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<v Speaker 3>need more fuel to lift that fuel and so on.

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<v Speaker 3>It's brutal.

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<v Speaker 2>But the Moon is different.

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<v Speaker 3>The Moon has a much much shallower gravity. Well, it's

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<v Speaker 3>about one six of the berths. It is vastly easier

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<v Speaker 3>energetically speaking, to lift a kilogram of fuel from the

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<v Speaker 3>lunar surface up to lunar orbit than it is to

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<v Speaker 3>lift it from Earth's surface.

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<v Speaker 2>So if you can refuel your spaceship at the Moon.

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<v Speaker 3>You don't have to carry all your fuel for the

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<v Speaker 3>return trip or for an onward journey to Mars all

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<v Speaker 3>the way from the bottom of Earth's deep gravity pit.

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<v Speaker 3>You can launch with just enough to get to the

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<v Speaker 3>Moon and they top off the.

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<v Speaker 2>Tanks, and that changes the math completely.

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<v Speaker 3>It transforms the entire logistics of space travel. It makes

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<v Speaker 3>the Moon a propellant depot, a stepping stone to the

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<v Speaker 3>rest of the Solar System.

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<v Speaker 2>So that's the why, that's the business case we need

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<v Speaker 2>a gas station. But now let's talk about the how,

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<v Speaker 2>because reading about the conditions on the Moon it sounds

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<v Speaker 2>like an absolute nightmare. You called it a hostile job site.

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<v Speaker 3>It is profoundly hostile. If you were a construction site

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<v Speaker 3>manager on Earth and you were presented with the Moon

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<v Speaker 3>as a job site, you would quit immediately. You'd cite

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<v Speaker 3>safety violations that haven't even been invented yet.

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<v Speaker 2>Okay, give me the list of grievances. What are these

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<v Speaker 2>poor robots up against.

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00:16:58.600 --> 00:17:01.360
<v Speaker 3>Where do you even start? Let's let's start with temperature.

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<v Speaker 3>The thermal extremes are just brutal. In the sunlight near

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<v Speaker 3>the lunar equator, the surface can hit one hundred and

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<v Speaker 3>twenty seven degrees celsius.

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<v Speaker 2>So well above boiling.

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<v Speaker 3>Yeah, water would boil off instantly, your equipment is becking.

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<v Speaker 3>But the moment you step into shadow, or when the

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<v Speaker 3>two week night falls, the temperature plummets to minus one

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<v Speaker 3>hundred and seventy three degrees celsius.

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<v Speaker 2>That is the three hundred degrees.

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<v Speaker 3>Swing, a massive swing. And remember it's not equipped change.

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<v Speaker 3>A lunar day is two weeks long, so you bake

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<v Speaker 3>for fourteen earth days and then you deep freeze for

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<v Speaker 3>fourteen earth days.

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<v Speaker 2>What does that do to the machines.

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<v Speaker 3>It's terrible for them. This thermal cycling just stresses materials

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<v Speaker 3>like crazy. Metal expands and contracts over and over. Solder

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00:17:43.640 --> 00:17:46.839
<v Speaker 3>joints on electronics can crack. Batteries hate it. And if

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<v Speaker 3>we're talking about the poles where the precious water is,

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<v Speaker 3>it's even trickier. Why because the sun when you see

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<v Speaker 3>it is always at a very low angle, just skimming

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<v Speaker 3>the horizon, so you have these long, long, stretching shadows.

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<v Speaker 3>You can go from sunlight to deep freeze just by

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<v Speaker 3>moving a few feet, which.

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00:18:03.079 --> 00:18:06.559
<v Speaker 2>Means solar power becomes incredibly unreliable just when you need

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00:18:06.599 --> 00:18:09.079
<v Speaker 2>it most to run your heaters to survive the cold.

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00:18:09.200 --> 00:18:13.440
<v Speaker 3>Exactly, your robots are constantly chasing the light. But honestly,

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00:18:13.920 --> 00:18:18.160
<v Speaker 3>the temperature is a known problem. We can engineer for it. It's manageable.

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00:18:18.200 --> 00:18:21.839
<v Speaker 3>Compared to the real enemy, the dust, the regolith, I

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<v Speaker 3>would argue, and most engineers in this field would agree.

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<v Speaker 3>This is the number one engineering challenge for sustainable lunar operations.

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<v Speaker 2>So explain this to me. Because on Earth dust is

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<v Speaker 2>an annoyance. You know, I have to dust my bookshelf.

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00:18:34.559 --> 00:18:37.160
<v Speaker 2>Why is lunar dust a mission killer?

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<v Speaker 3>Because it's not dust in the way we think of it.

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00:18:39.680 --> 00:18:42.119
<v Speaker 3>On Earth, we have weather, We have wind and water.

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<v Speaker 3>Over millions of years, sand grains get tumbled in rivers

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00:18:45.480 --> 00:18:47.759
<v Speaker 3>are blown around in the desert. They rub against each

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00:18:47.759 --> 00:18:50.000
<v Speaker 3>other and all their sharp edges get worn down. They

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<v Speaker 3>become rounded and.

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00:18:50.920 --> 00:18:52.240
<v Speaker 2>Smooth like sea glass.

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00:18:52.359 --> 00:18:55.319
<v Speaker 3>Perfect analogy It's like sea glass, but on the Moon

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00:18:55.599 --> 00:18:57.680
<v Speaker 3>there is no wind, there is no water, there is

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00:18:57.720 --> 00:19:01.480
<v Speaker 3>no erosion. The dust particles are created by micro meteorite

403
00:19:01.519 --> 00:19:03.880
<v Speaker 3>impacts constantly smashing rocks.

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00:19:03.599 --> 00:19:04.880
<v Speaker 2>Apart, so they're not rounded.

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00:19:05.000 --> 00:19:09.799
<v Speaker 3>They are jagged, angular, microscopic shards. They are essentially tiny

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00:19:09.839 --> 00:19:14.119
<v Speaker 3>bits of broken glass ouch and it gets worse because

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00:19:14.160 --> 00:19:16.680
<v Speaker 3>of the solar wind bombarding the surface and the lack

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00:19:16.759 --> 00:19:21.400
<v Speaker 3>of a protective atmosphere. These little glass like particles are

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00:19:21.599 --> 00:19:24.839
<v Speaker 3>electrostatically charged. They are incredibly sticky.

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00:19:24.640 --> 00:19:27.640
<v Speaker 2>So it's sticky abrasive microscopic broken glass.

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00:19:27.480 --> 00:19:29.559
<v Speaker 3>That's what it is. And it gets everywhere. It sticks

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00:19:29.559 --> 00:19:32.160
<v Speaker 3>to spacesuits, It sticks to solar panels, blocking the light

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00:19:32.240 --> 00:19:35.519
<v Speaker 3>and reducing their efficiency. It works its way into gears

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00:19:35.519 --> 00:19:36.839
<v Speaker 3>and bearings and destroys them.

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00:19:37.039 --> 00:19:39.759
<v Speaker 2>I read an anecdote about the Apollo astronauts I think

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00:19:39.839 --> 00:19:43.119
<v Speaker 2>is Gene Cernan, who said the dust actually wore through

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00:19:43.200 --> 00:19:45.200
<v Speaker 2>multiple layers of his boots in just a few days.

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00:19:45.359 --> 00:19:48.000
<v Speaker 3>It did in just three days of walking around. The

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00:19:48.079 --> 00:19:51.200
<v Speaker 3>tough kevlar like material on their boots was being visibly

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00:19:51.319 --> 00:19:54.079
<v Speaker 3>chewed up. The dust clogged the joints of their suits,

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00:19:54.119 --> 00:19:56.240
<v Speaker 3>so they got a hard time moving their arms and legs,

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00:19:56.440 --> 00:19:57.960
<v Speaker 3>it scratched their helmet visors.

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<v Speaker 2>So if that happens in three days to a human.

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00:20:00.200 --> 00:20:02.759
<v Speaker 3>Now imagine a robot that needs to operate for years,

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00:20:02.920 --> 00:20:06.119
<v Speaker 3>not days. If that dust gets into a rotary joint

426
00:20:06.200 --> 00:20:08.480
<v Speaker 3>like in a robot's shoulder or a wheel axle, it

427
00:20:08.480 --> 00:20:11.079
<v Speaker 3>acts like a grinding paste. It will literally destroy the

428
00:20:11.119 --> 00:20:12.359
<v Speaker 3>machine from the inside out.

429
00:20:12.559 --> 00:20:15.559
<v Speaker 2>So we have thermal shock, we have abrasive clinging dust.

430
00:20:16.240 --> 00:20:18.039
<v Speaker 2>And then there's the vacuum.

431
00:20:18.119 --> 00:20:20.920
<v Speaker 3>The vacuum creates its own whole suite of problems. The

432
00:20:20.960 --> 00:20:23.400
<v Speaker 3>big one for any moving machine is lubrication.

433
00:20:23.720 --> 00:20:25.200
<v Speaker 2>Right, you need oil or grease.

434
00:20:25.720 --> 00:20:28.039
<v Speaker 3>On Earth, we use grease or oil to keep parts

435
00:20:28.079 --> 00:20:32.279
<v Speaker 3>moving smoothly. But in a vacuum, standard liquids will outgas.

436
00:20:32.359 --> 00:20:35.480
<v Speaker 3>They literally boil away into space, or evaporate, or in

437
00:20:35.519 --> 00:20:38.319
<v Speaker 3>the shade they'll freeze solid. You can't just squirt wd

438
00:20:38.440 --> 00:20:39.480
<v Speaker 3>foty on a lunar rover.

439
00:20:39.680 --> 00:20:41.960
<v Speaker 2>So you have to invent entirely new ways to keep

440
00:20:42.000 --> 00:20:44.000
<v Speaker 2>moving parts moving without seizing up.

441
00:20:44.000 --> 00:20:48.880
<v Speaker 3>Solid lubricants, special metallic coatings, magnetic bearings. It's a massive

442
00:20:49.359 --> 00:20:52.559
<v Speaker 3>materials science nightmare. And there's one more thing about the

443
00:20:52.599 --> 00:20:55.720
<v Speaker 3>vacuum that people often forget about heat management.

444
00:20:56.200 --> 00:20:58.400
<v Speaker 2>You mentioned it gets hot, but in a vacuum, isn't

445
00:20:58.400 --> 00:20:59.839
<v Speaker 2>it also hard to get rid of heat?

446
00:21:00.079 --> 00:21:02.960
<v Speaker 3>That's it exactly On Earth, if your computer gets hot,

447
00:21:03.119 --> 00:21:05.920
<v Speaker 3>a fan blows air over the electronics, and the air

448
00:21:06.000 --> 00:21:09.279
<v Speaker 3>carries the heat away. That's called convection. On the Moon,

449
00:21:09.480 --> 00:21:10.799
<v Speaker 3>there's no air, there.

450
00:21:10.720 --> 00:21:12.720
<v Speaker 2>Is no conduction, so the heat has nowhere to go.

451
00:21:13.240 --> 00:21:16.240
<v Speaker 3>A robot's main computer can literally melt itself from the

452
00:21:16.240 --> 00:21:19.039
<v Speaker 3>inside out, even if the external temperature is minus one

453
00:21:19.119 --> 00:21:21.839
<v Speaker 3>hundred degrees because its own waste heat has no easy

454
00:21:21.839 --> 00:21:24.759
<v Speaker 3>way to escape. You have to rely on big physical

455
00:21:24.839 --> 00:21:27.759
<v Speaker 3>radiators to radiate the heat away as infrared light.

456
00:21:28.160 --> 00:21:31.359
<v Speaker 2>And I read something interesting about sound too, or the

457
00:21:31.440 --> 00:21:31.920
<v Speaker 2>lack of it.

458
00:21:32.119 --> 00:21:34.680
<v Speaker 3>Yes, this is a subtle one, but it's really important

459
00:21:34.680 --> 00:21:38.279
<v Speaker 3>for maintenance. Think about a mechanic listening to a car engine.

460
00:21:38.640 --> 00:21:40.799
<v Speaker 3>You can hear if a bearing is starting to grind.

461
00:21:41.160 --> 00:21:44.200
<v Speaker 3>You can hear if a belt is slipping. Audio is

462
00:21:44.240 --> 00:21:47.359
<v Speaker 3>a huge diagnostic tool for us, but on the Moon

463
00:21:47.599 --> 00:21:50.839
<v Speaker 3>there is no sound transmission through the air. A maintenance

464
00:21:50.960 --> 00:21:54.000
<v Speaker 3>robot or a remote operator on Earth loses all those

465
00:21:54.079 --> 00:21:56.920
<v Speaker 3>audio cues. You can't hear a motor failing, you have

466
00:21:56.960 --> 00:21:59.920
<v Speaker 3>to rely entirely on vibration sensors and data streams.

467
00:22:00.240 --> 00:22:02.400
<v Speaker 2>It really is a nightmare environment. And we haven't even

468
00:22:02.440 --> 00:22:04.680
<v Speaker 2>touched on the simple fact that everything you send there

469
00:22:05.079 --> 00:22:06.119
<v Speaker 2>has to be launched on a.

470
00:22:06.160 --> 00:22:10.880
<v Speaker 3>Rocket mass and power constraints. Every single kilogram costs a

471
00:22:10.920 --> 00:22:14.000
<v Speaker 3>fortune to launch. So your equipment has to be as

472
00:22:14.000 --> 00:22:16.480
<v Speaker 3>a lightweight as possible, which usually means it's more fragile,

473
00:22:16.839 --> 00:22:19.599
<v Speaker 3>but it also has to be rugged enough to survive

474
00:22:19.720 --> 00:22:21.720
<v Speaker 3>the dust and the cold and the radiation.

475
00:22:21.799 --> 00:22:22.960
<v Speaker 2>It's a total paradox.

476
00:22:23.279 --> 00:22:25.920
<v Speaker 3>You need a tank that weighs as much as a bicycle,

477
00:22:26.440 --> 00:22:30.359
<v Speaker 3>and it has to be fixable or even better manufacturable

478
00:22:30.480 --> 00:22:31.680
<v Speaker 3>from local materials.

479
00:22:31.839 --> 00:22:35.160
<v Speaker 2>So, knowing all that, knowing the job site is actively

480
00:22:35.200 --> 00:22:38.240
<v Speaker 2>trying to kill your machines, what is in the tool belt?

481
00:22:38.480 --> 00:22:40.920
<v Speaker 2>What kind of robots are we actually building to handle this?

482
00:22:41.200 --> 00:22:44.000
<v Speaker 2>Because if wheels get stuck and bearings get ground down,

483
00:22:44.759 --> 00:22:45.480
<v Speaker 2>what's the solution.

484
00:22:45.599 --> 00:22:48.480
<v Speaker 3>The robotics community is getting very, very creative. They are

485
00:22:48.519 --> 00:22:52.440
<v Speaker 3>developing entire new classes of systems specifically for these challenges.

486
00:22:52.839 --> 00:22:56.119
<v Speaker 3>We can break it down into three main categories. Mobility, manipulation,

487
00:22:56.359 --> 00:22:58.920
<v Speaker 3>and the really big one isru.

488
00:22:58.440 --> 00:23:02.920
<v Speaker 2>Okay, mobility, we've done wheels. Wheels work for the most part.

489
00:23:03.200 --> 00:23:06.519
<v Speaker 3>Wheels work great on the flat planes the seas where

490
00:23:06.559 --> 00:23:10.039
<v Speaker 3>the Apollo missions landed. But remember the water of the

491
00:23:10.039 --> 00:23:13.880
<v Speaker 3>most valuable resource is in the permanently shattered craters, and

492
00:23:13.920 --> 00:23:17.359
<v Speaker 3>those are steep. The soil is very loose, very.

493
00:23:17.160 --> 00:23:20.480
<v Speaker 2>Fluffy, terrible place for a wheeled vehicle. It's a trap.

494
00:23:20.680 --> 00:23:22.599
<v Speaker 3>If you get a rover stuck in a crater on

495
00:23:22.640 --> 00:23:24.960
<v Speaker 3>the Moon. There is no triple A, there is no

496
00:23:25.119 --> 00:23:28.039
<v Speaker 3>tow truck. The mission is over. So we're seeing a

497
00:23:28.119 --> 00:23:30.079
<v Speaker 3>divergence in mobility design.

498
00:23:29.960 --> 00:23:33.720
<v Speaker 2>The virgins meaning not wheels, legs, legs.

499
00:23:34.039 --> 00:23:37.319
<v Speaker 3>Several major research programs are looking at legged robots. You've

500
00:23:37.319 --> 00:23:39.680
<v Speaker 3>seen the Boston Dynamics robots on Earth, right.

501
00:23:39.599 --> 00:23:42.519
<v Speaker 2>The robot dogs, But yeah, they're kind of amazing and creepy.

502
00:23:42.599 --> 00:23:45.559
<v Speaker 3>Right, That kind of technology is being adapted for the Moon.

503
00:23:46.200 --> 00:23:49.000
<v Speaker 3>A legged robot can step over obstacles that wheels would

504
00:23:49.039 --> 00:23:51.680
<v Speaker 3>get hung up on. They can climb much steeper gradients.

505
00:23:51.759 --> 00:23:54.920
<v Speaker 3>They can potentially wade through deep soft dust where wheels

506
00:23:54.920 --> 00:23:55.559
<v Speaker 3>would just spin.

507
00:23:55.720 --> 00:23:57.519
<v Speaker 2>The wheels aren't totally dead, are they not?

508
00:23:57.640 --> 00:24:00.119
<v Speaker 3>At all? But they are evolving. A great example is

509
00:24:00.200 --> 00:24:03.200
<v Speaker 3>NASA's Viper rover. This isn't a real mission. It's being

510
00:24:03.240 --> 00:24:06.240
<v Speaker 3>built now specifically to go to the South Pole and

511
00:24:06.359 --> 00:24:07.440
<v Speaker 3>prospect for that ice.

512
00:24:07.599 --> 00:24:09.400
<v Speaker 2>What's special about it It uses.

513
00:24:09.160 --> 00:24:11.960
<v Speaker 3>A hybrid approach. It has four wheels, but it's not

514
00:24:12.000 --> 00:24:14.839
<v Speaker 3>a passive chassis like a car. It has an active

515
00:24:14.880 --> 00:24:17.599
<v Speaker 3>suspension that allows it to lift each of its four

516
00:24:17.640 --> 00:24:19.240
<v Speaker 3>wheels independently like.

517
00:24:19.279 --> 00:24:21.359
<v Speaker 2>Legs, so it can kind of tiptoe through the dust.

518
00:24:21.480 --> 00:24:24.559
<v Speaker 3>It can literally lift a wheel up out of soft soil.

519
00:24:24.599 --> 00:24:26.839
<v Speaker 3>If it starts to sink, it can swim its way

520
00:24:26.880 --> 00:24:29.200
<v Speaker 3>through loose regolith by moving its wheels in a sort

521
00:24:29.200 --> 00:24:34.200
<v Speaker 3>of paddling motion. The primary design requirement is to be unstuckable.

522
00:24:34.400 --> 00:24:37.400
<v Speaker 2>Unstuckable I like that. That should be on the brochure.

523
00:24:37.079 --> 00:24:40.200
<v Speaker 3>Because if Viper gets stuck, the billion dollar mission is over.

524
00:24:40.400 --> 00:24:42.519
<v Speaker 2>Okay, so that's moving around. But you said builders, not

525
00:24:42.640 --> 00:24:46.119
<v Speaker 2>just explorers. To build, they need hands manipulation.

526
00:24:46.359 --> 00:24:49.000
<v Speaker 3>This is the second critical requirement. A robot that can

527
00:24:49.079 --> 00:24:52.839
<v Speaker 3>only drive is just a tourist. To build, you need

528
00:24:52.920 --> 00:24:55.200
<v Speaker 3>to be able to pick, place and assemble things.

529
00:24:55.200 --> 00:24:57.240
<v Speaker 2>And I've got to imagine a robotic arm operating on

530
00:24:57.279 --> 00:24:59.359
<v Speaker 2>the Moon is a whole different ballgame than one in

531
00:24:59.400 --> 00:25:01.240
<v Speaker 2>a car, factor so much harder.

532
00:25:01.359 --> 00:25:05.440
<v Speaker 3>In a factory, the lighting is perfect, the temperature is controlled,

533
00:25:05.440 --> 00:25:07.200
<v Speaker 3>and the part it's picking up is always in the

534
00:25:07.200 --> 00:25:10.519
<v Speaker 3>exact same place. On the Moon, you have the blinding

535
00:25:10.559 --> 00:25:12.799
<v Speaker 3>glare of the sun next to the pitch black of

536
00:25:12.839 --> 00:25:13.319
<v Speaker 3>a shadow.

537
00:25:13.400 --> 00:25:16.720
<v Speaker 2>So the vision system has to handle extreme contrast.

538
00:25:16.319 --> 00:25:19.640
<v Speaker 3>Extreme dynamic range, and you have that abrace of dust

539
00:25:19.759 --> 00:25:23.160
<v Speaker 3>constantly trying to destroy your joints. So we're seeing new

540
00:25:23.240 --> 00:25:27.240
<v Speaker 3>designs for multi arm robots, systems that can brace themselves

541
00:25:27.319 --> 00:25:30.039
<v Speaker 3>with one arm against a rock while working with another arm.

542
00:25:30.480 --> 00:25:33.359
<v Speaker 3>They need to be able to handle construction materials, connect

543
00:25:33.440 --> 00:25:36.519
<v Speaker 3>power cables, maybe even repair other robots.

544
00:25:36.559 --> 00:25:40.640
<v Speaker 2>That's the real dream, isn't it self sustaining systems, robots

545
00:25:40.680 --> 00:25:41.519
<v Speaker 2>fixing robots.

546
00:25:41.599 --> 00:25:44.519
<v Speaker 3>That's the sustainability loop. When a robot breaks a wheel,

547
00:25:44.599 --> 00:25:47.240
<v Speaker 3>you don't send a new robot from Earth. Another robot

548
00:25:47.240 --> 00:25:49.680
<v Speaker 3>comes over and swaps out the wheel assembly. That's when

549
00:25:49.720 --> 00:25:51.720
<v Speaker 3>you know you have a real permanent presence.

550
00:25:51.839 --> 00:25:54.319
<v Speaker 2>But the real magic trick, and this is the term

551
00:25:54.359 --> 00:25:56.359
<v Speaker 2>I saw in the notes I really want to dig into,

552
00:25:56.880 --> 00:25:58.720
<v Speaker 2>is isru.

553
00:25:58.440 --> 00:26:00.400
<v Speaker 3>In situ resourceization.

554
00:26:00.759 --> 00:26:01.799
<v Speaker 2>This is the holy grail.

555
00:26:02.000 --> 00:26:05.000
<v Speaker 3>This is everything living off the lamb exactly. This is

556
00:26:05.039 --> 00:26:07.119
<v Speaker 3>the only way that long term space settlement works. From

557
00:26:07.119 --> 00:26:11.039
<v Speaker 3>an economic standpoint, we cannot ship concrete from Earth. We

558
00:26:11.079 --> 00:26:14.400
<v Speaker 3>cannot ship steel beams. It's just too heavy, too expensive.

559
00:26:14.839 --> 00:26:16.880
<v Speaker 3>We have to make our building materials out of what

560
00:26:17.000 --> 00:26:17.759
<v Speaker 3>is already there.

561
00:26:17.960 --> 00:26:21.160
<v Speaker 2>So how do you make building materials out of sharp, dusty,

562
00:26:21.480 --> 00:26:23.359
<v Speaker 2>electrostatically charged sand.

563
00:26:23.599 --> 00:26:27.480
<v Speaker 3>There are a few really fascinating ways being developed. One

564
00:26:27.519 --> 00:26:29.599
<v Speaker 3>of the most promising is called centering.

565
00:26:29.839 --> 00:26:33.160
<v Speaker 2>Centering. I've heard this word, but explain the physics of

566
00:26:33.200 --> 00:26:33.480
<v Speaker 2>it to me.

567
00:26:33.720 --> 00:26:37.559
<v Speaker 3>Basically, centering is heating a powdered material until the individual

568
00:26:37.559 --> 00:26:40.640
<v Speaker 3>particles stick together, but you're not quite melting it into

569
00:26:40.640 --> 00:26:41.200
<v Speaker 3>a liquid.

570
00:26:41.319 --> 00:26:42.680
<v Speaker 2>Okay, So how do you do that on the Moon?

571
00:26:43.039 --> 00:26:46.920
<v Speaker 3>You use focused energy microwaves or high powered lasers, all

572
00:26:47.000 --> 00:26:50.160
<v Speaker 3>running off solar panels. A robot could drive along, aiming

573
00:26:50.200 --> 00:26:51.519
<v Speaker 3>a laser at the ground in front.

574
00:26:51.400 --> 00:26:53.160
<v Speaker 2>Of it, like a giant laser pointer, a.

575
00:26:53.240 --> 00:26:55.799
<v Speaker 3>Very powerful one. It heats the regolith to over one

576
00:26:55.839 --> 00:26:59.359
<v Speaker 3>thousand degrees celsius. The sharp edges of those dust grains

577
00:26:59.359 --> 00:27:02.119
<v Speaker 3>start to get good and they fuse together. When it

578
00:27:02.200 --> 00:27:05.440
<v Speaker 3>cools a few seconds later, you have a solid ceramic

579
00:27:05.640 --> 00:27:06.279
<v Speaker 3>like block.

580
00:27:06.440 --> 00:27:08.359
<v Speaker 2>So you could just pave a road as you drive.

581
00:27:08.680 --> 00:27:11.200
<v Speaker 3>You could pave a road, you could build a landing pad.

582
00:27:11.640 --> 00:27:15.279
<v Speaker 3>And that landing pad is absolutely critical. Why because when

583
00:27:15.319 --> 00:27:18.640
<v Speaker 3>a rocket lands on the raw lunar surface, the exhaust

584
00:27:18.720 --> 00:27:23.079
<v Speaker 3>plume blasts that abrace of dust everywhere at hypersonic speeds.

585
00:27:23.200 --> 00:27:25.960
<v Speaker 3>It's like a sand blaster from Hell. It would shred

586
00:27:26.119 --> 00:27:29.480
<v Speaker 3>any nearby habitats or equipment. So the very first thing

587
00:27:29.480 --> 00:27:32.480
<v Speaker 3>the robots need to do is build a tough, cinered

588
00:27:32.559 --> 00:27:34.319
<v Speaker 3>landing pad to keep the dust down.

589
00:27:34.440 --> 00:27:37.279
<v Speaker 2>That is so cool. So the first robot lands and

590
00:27:37.359 --> 00:27:39.759
<v Speaker 2>its first job is to drive around pointing a laser

591
00:27:39.799 --> 00:27:42.640
<v Speaker 2>at the ground, and it literally bakes a floor into

592
00:27:42.759 --> 00:27:44.200
<v Speaker 2>existence for the next landers.

593
00:27:44.359 --> 00:27:47.279
<v Speaker 3>That's the plan. The European Space Agency is also doing

594
00:27:47.279 --> 00:27:49.920
<v Speaker 3>a lot of research into three D printing, using the

595
00:27:50.160 --> 00:27:51.079
<v Speaker 3>regolith as.

596
00:27:50.920 --> 00:27:52.839
<v Speaker 2>The ink giant three D printers on the Moon.

597
00:27:52.960 --> 00:27:55.119
<v Speaker 3>Exactly, you'd have a robot that scoops up the dust,

598
00:27:55.119 --> 00:27:57.279
<v Speaker 3>maybe mixes it with a small amount of a binding

599
00:27:57.319 --> 00:27:59.640
<v Speaker 3>agent you brought from Earth or when you synthesize there,

600
00:27:59.680 --> 00:28:01.720
<v Speaker 3>and you just print structure's layer by layer what kind

601
00:28:01.720 --> 00:28:05.480
<v Speaker 3>of structures. The big one is radiation shielding. Humans can't

602
00:28:05.519 --> 00:28:08.279
<v Speaker 3>survive long term on the surface without it. The Moon

603
00:28:08.359 --> 00:28:11.319
<v Speaker 3>has no atmosphere or magnetic field to protect from cosmic

604
00:28:11.400 --> 00:28:15.799
<v Speaker 3>rays and solar flares. So robots can print these thick walls,

605
00:28:16.079 --> 00:28:18.640
<v Speaker 3>maybe in a honeycomb structure that you then fill with

606
00:28:18.759 --> 00:28:22.200
<v Speaker 3>loose regolith to create a radiation proof habitat.

607
00:28:22.319 --> 00:28:24.240
<v Speaker 2>So they build the house before the people even move.

608
00:28:24.160 --> 00:28:26.799
<v Speaker 3>In, They build the shelter before the humans ever arrive.

609
00:28:27.039 --> 00:28:29.119
<v Speaker 2>And then there's the water extraction we talked about. That's

610
00:28:29.119 --> 00:28:31.039
<v Speaker 2>another huge form of ISRU that.

611
00:28:31.200 --> 00:28:35.559
<v Speaker 3>Is basically a mobile chemical processing plant. It's a whole chain.

612
00:28:35.960 --> 00:28:38.519
<v Speaker 3>You need a robot that acts as an excavator, digging

613
00:28:38.559 --> 00:28:41.799
<v Speaker 3>up the icy soil. Then a haller robot, maybe an

614
00:28:41.799 --> 00:28:45.160
<v Speaker 3>autonomous dump truck, takes it to a central processing unit.

615
00:28:45.240 --> 00:28:47.920
<v Speaker 3>In what happens there, the processor heats the soil in

616
00:28:47.960 --> 00:28:51.960
<v Speaker 3>a sealed chamber. The water ice turns to steam. You

617
00:28:52.000 --> 00:28:54.759
<v Speaker 3>capture the steam, condense it back to liquid, purify it,

618
00:28:55.119 --> 00:28:58.440
<v Speaker 3>and then you zap it with electricity electrolysis to split

619
00:28:58.480 --> 00:29:01.440
<v Speaker 3>it into pure hydrogen and your oxygen, which you then

620
00:29:01.559 --> 00:29:03.559
<v Speaker 3>cryogenically cool into liquid rocket fuel.

621
00:29:03.759 --> 00:29:05.680
<v Speaker 2>It seems like we're asking these robots to do an

622
00:29:05.720 --> 00:29:10.920
<v Speaker 2>awful lot. You've got excavators, pavers, three D printers, chemical refineries.

623
00:29:11.680 --> 00:29:13.240
<v Speaker 2>That's a lot of brain power.

624
00:29:13.000 --> 00:29:15.880
<v Speaker 3>Needed, and that brings us to the brain because none

625
00:29:15.880 --> 00:29:17.480
<v Speaker 3>of this works without advanced AI.

626
00:29:17.640 --> 00:29:19.440
<v Speaker 2>And I assume we're not talking about a robot that

627
00:29:19.519 --> 00:29:21.960
<v Speaker 2>just follows a simple script like on an assembly line.

628
00:29:22.039 --> 00:29:25.440
<v Speaker 3>No, not at all. Scripted automation. Move arm ten centimeters

629
00:29:25.519 --> 00:29:29.079
<v Speaker 3>right close gripper is fine for a factory where nothing

630
00:29:29.119 --> 00:29:32.279
<v Speaker 3>ever changes. But on the moon, every rock is different,

631
00:29:32.599 --> 00:29:36.079
<v Speaker 3>the lighting changes constantly as the sun moves, shadows creep

632
00:29:36.079 --> 00:29:41.200
<v Speaker 3>across the landscape. You need flexible adaptive intelligence, So machine learning.

633
00:29:41.480 --> 00:29:44.160
<v Speaker 3>Huge advances in machine learning are what's making this possible.

634
00:29:44.319 --> 00:29:47.960
<v Speaker 3>Specifically in computer vision and perception. A decade ago, computer

635
00:29:48.039 --> 00:29:51.240
<v Speaker 3>vision was still pretty iffy. A robot might mistake a

636
00:29:51.319 --> 00:29:54.039
<v Speaker 3>dark shadow for a hole and get stuck. Right now,

637
00:29:54.119 --> 00:29:57.880
<v Speaker 3>using deep learning, these robots can understand terrain in a

638
00:29:57.960 --> 00:30:01.319
<v Speaker 3>much more nuanced way. They can classify hazards. They can

639
00:30:01.359 --> 00:30:03.079
<v Speaker 3>look at a pile of rocks and not just see

640
00:30:03.079 --> 00:30:06.599
<v Speaker 3>an obstacle, but identify the safest and most efficient path through.

641
00:30:06.440 --> 00:30:08.680
<v Speaker 2>It all on their own, but we still have that

642
00:30:08.720 --> 00:30:11.319
<v Speaker 2>two point six second delay. So how much are we

643
00:30:11.359 --> 00:30:13.519
<v Speaker 2>controlling them and how much are they doing themselves.

644
00:30:13.759 --> 00:30:16.039
<v Speaker 3>We are hitting a real sweet spot in the middle,

645
00:30:16.160 --> 00:30:19.400
<v Speaker 3>and the term for it is shared autonomy. This is

646
00:30:19.480 --> 00:30:20.759
<v Speaker 3>human robot teeming.

647
00:30:20.920 --> 00:30:23.240
<v Speaker 2>Okay, how does that work in practice? What does that

648
00:30:23.279 --> 00:30:23.640
<v Speaker 2>look like?

649
00:30:24.039 --> 00:30:27.920
<v Speaker 3>Think of the robot as a smart intern, or maybe

650
00:30:28.079 --> 00:30:31.400
<v Speaker 3>a well trained sheep dog and a shepherd. The human

651
00:30:31.480 --> 00:30:35.119
<v Speaker 3>operator on Earth gives a high level command, not move

652
00:30:35.160 --> 00:30:38.359
<v Speaker 3>forward one meter, but go to that crater rim over

653
00:30:38.400 --> 00:30:40.559
<v Speaker 3>there and dig a trench two meters long.

654
00:30:40.720 --> 00:30:41.559
<v Speaker 2>Do you give it the goal?

655
00:30:41.640 --> 00:30:44.039
<v Speaker 3>You give it the goal. The robot then handles all

656
00:30:44.079 --> 00:30:47.599
<v Speaker 3>the routine tasks autonomously. It figures out the best way

657
00:30:47.599 --> 00:30:50.720
<v Speaker 3>to drive there. It avoids the rocks, It manages its power,

658
00:30:50.759 --> 00:30:53.119
<v Speaker 3>It digs the trench. But if it gets into a

659
00:30:53.119 --> 00:30:55.720
<v Speaker 3>situation it doesn't understand. If it gets stuck, or if

660
00:30:55.720 --> 00:30:58.519
<v Speaker 3>it sees a rock formation that looks geologically weird or

661
00:30:58.559 --> 00:31:01.279
<v Speaker 3>potentially dangerous, it stops.

662
00:31:01.079 --> 00:31:03.039
<v Speaker 2>It raises its hand and asks for help.

663
00:31:03.319 --> 00:31:06.200
<v Speaker 3>It calls home. It sends an alert to the human operator.

664
00:31:06.240 --> 00:31:08.720
<v Speaker 3>Hey boss, I'm stuck or I don't know what this

665
00:31:08.799 --> 00:31:11.720
<v Speaker 3>shiny thing is the human on Earth. Then steps in,

666
00:31:12.000 --> 00:31:14.160
<v Speaker 3>looks at all the high res data, makes the judgment

667
00:31:14.160 --> 00:31:16.119
<v Speaker 3>call okay, that's just a shadow. You can keep going

668
00:31:16.240 --> 00:31:18.759
<v Speaker 3>or no, backup carefully and go to the left, and

669
00:31:18.799 --> 00:31:21.680
<v Speaker 3>then hands control back to the robot's autonomous system.

670
00:31:22.200 --> 00:31:26.160
<v Speaker 2>That sounds incredibly efficient. It solves the boredom problem for

671
00:31:26.200 --> 00:31:29.160
<v Speaker 2>the human who doesn't have to micromanage, and the safety

672
00:31:29.200 --> 00:31:30.160
<v Speaker 2>problem for the robot.

673
00:31:30.359 --> 00:31:33.400
<v Speaker 3>It's perfect. It fits that two point six second communication

674
00:31:33.480 --> 00:31:37.519
<v Speaker 3>delay perfectly. You don't need the stress of real time joysticking.

675
00:31:37.759 --> 00:31:41.119
<v Speaker 3>But you still have human creativity and judgment on tap

676
00:31:41.200 --> 00:31:42.559
<v Speaker 3>for the tricky edge cases.

677
00:31:42.680 --> 00:31:45.720
<v Speaker 2>And are these robots working alone or are we talking

678
00:31:45.720 --> 00:31:46.599
<v Speaker 2>about teams of them?

679
00:31:46.720 --> 00:31:49.680
<v Speaker 3>Multi robot coordination is the next big frontier. It has

680
00:31:49.720 --> 00:31:52.720
<v Speaker 3>to be because a real construction site isn't just one

681
00:31:52.759 --> 00:31:55.599
<v Speaker 3>guy with a shovel. You need excavators and dump trucks

682
00:31:55.599 --> 00:31:58.599
<v Speaker 3>and bulldozers and pavers. They all have to work together

683
00:31:58.680 --> 00:31:59.960
<v Speaker 3>without getting in each other's way.

684
00:32:00.079 --> 00:32:02.519
<v Speaker 2>You need a swarm the construction crew.

685
00:32:02.640 --> 00:32:06.319
<v Speaker 3>You need a choreograph system. There's amazing research happening at

686
00:32:06.400 --> 00:32:09.359
<v Speaker 3>places like MIT and with ESA on how you get

687
00:32:09.440 --> 00:32:14.279
<v Speaker 3>swarms of robots to collaborate without a human micromanaging every interaction.

688
00:32:15.160 --> 00:32:18.920
<v Speaker 3>Imagine an autonomous excavator that knows when an autonomous holler

689
00:32:18.960 --> 00:32:21.720
<v Speaker 3>is approaching. It fills the haller's bucket, and the holler

690
00:32:21.759 --> 00:32:23.880
<v Speaker 3>knows exactly when to pull away and drive to the

691
00:32:23.880 --> 00:32:26.759
<v Speaker 3>centering robot. It's an industrial ballet.

692
00:32:27.000 --> 00:32:29.000
<v Speaker 2>And they have to do all this without GPS. Right

693
00:32:29.680 --> 00:32:31.279
<v Speaker 2>there is no GPS on the moon.

694
00:32:31.119 --> 00:32:34.759
<v Speaker 3>Correct, no GPS, no magnetic compass to speak of. They

695
00:32:34.799 --> 00:32:37.720
<v Speaker 3>have to navigate relative to each other and the landscape

696
00:32:37.839 --> 00:32:42.519
<v Speaker 3>using visual landmarks, star trekers, and local radio beacons. It's

697
00:32:42.519 --> 00:32:45.079
<v Speaker 3>a massive, massive software challenge.

698
00:32:45.119 --> 00:32:47.079
<v Speaker 2>It honestly sounds like a sci fi movie, But you're

699
00:32:47.079 --> 00:32:48.880
<v Speaker 2>saying the tech is actually being built right now.

700
00:32:49.039 --> 00:32:51.759
<v Speaker 3>It is moving from the research lab to the development phase.

701
00:32:51.799 --> 00:32:53.720
<v Speaker 3>We are past the what if stage and we are

702
00:32:53.720 --> 00:32:57.000
<v Speaker 3>deep into the how do we engineer this to be reliable? Stage?

703
00:32:57.119 --> 00:32:59.720
<v Speaker 2>So let's zoom out. Let's say it works. We build

704
00:32:59.720 --> 00:33:02.119
<v Speaker 2>the road, the robots build the base, They pave the roads,

705
00:33:02.160 --> 00:33:04.400
<v Speaker 2>they print the walls, they fill the gas tanks. What

706
00:33:04.519 --> 00:33:08.319
<v Speaker 2>is the payoff? What does a fully constructed lunar infrastructure

707
00:33:08.640 --> 00:33:10.119
<v Speaker 2>actually give us in the long run?

708
00:33:10.279 --> 00:33:13.960
<v Speaker 3>It gives us three main things, and they're all transformative.

709
00:33:14.039 --> 00:33:16.440
<v Speaker 3>It gives us a sustainable human presence, It kicks off

710
00:33:16.480 --> 00:33:19.519
<v Speaker 3>a new space economy, and it enables science we can't

711
00:33:19.519 --> 00:33:20.279
<v Speaker 3>do anywhere else.

712
00:33:20.359 --> 00:33:23.720
<v Speaker 2>Okay, sustainable presence. That's the difference between just visiting and

713
00:33:23.759 --> 00:33:24.640
<v Speaker 2>actually living there.

714
00:33:24.759 --> 00:33:28.039
<v Speaker 3>Apollo was a camping trip, a magnificent one, but a

715
00:33:28.079 --> 00:33:31.839
<v Speaker 3>camping trip you bring everything with you, your tent, your food,

716
00:33:31.880 --> 00:33:35.079
<v Speaker 3>your water, your air. You stay a few days, you leave,

717
00:33:35.599 --> 00:33:37.960
<v Speaker 3>and you leave nothing behind but the descent stage and

718
00:33:38.000 --> 00:33:41.559
<v Speaker 3>a flag. Right, Artemis and the future lunar architecture are

719
00:33:41.559 --> 00:33:45.680
<v Speaker 3>about settlement. To stay, you need permanent radiation shielding. You

720
00:33:45.720 --> 00:33:48.000
<v Speaker 3>need power grids that can survive the two week night.

721
00:33:48.440 --> 00:33:51.200
<v Speaker 3>You need life support systems that recycle air and water.

722
00:33:51.759 --> 00:33:55.759
<v Speaker 3>If robots build all that critical infrastructure before the humans arrive,

723
00:33:56.119 --> 00:33:58.359
<v Speaker 3>then the humans can stay for months or even.

724
00:33:58.279 --> 00:34:01.200
<v Speaker 2>Years, and they can actually do meaningful work instead of

725
00:34:01.279 --> 00:34:03.319
<v Speaker 2>spending their whole time just trying to survive.

726
00:34:03.559 --> 00:34:07.599
<v Speaker 3>Exactly, they become scientists and explorers, not just campers.

727
00:34:07.680 --> 00:34:10.159
<v Speaker 2>And the economy part that goes back to the gas.

728
00:34:09.920 --> 00:34:13.199
<v Speaker 3>Station, the propellant economy. This is the big one. If

729
00:34:13.239 --> 00:34:17.639
<v Speaker 3>we can refuel spaceships in space. The entire Solar System

730
00:34:17.639 --> 00:34:21.480
<v Speaker 3>opens up. A trip to Mars becomes dramatically cheaper and

731
00:34:21.559 --> 00:34:24.559
<v Speaker 3>more feasible because you don't have to launch the fuel

732
00:34:24.800 --> 00:34:26.159
<v Speaker 3>for the return journey from Earth.

733
00:34:26.519 --> 00:34:28.960
<v Speaker 2>You can launch with your tanks mostly empty and just

734
00:34:29.000 --> 00:34:29.760
<v Speaker 2>fill up at the Moon.

735
00:34:29.920 --> 00:34:34.480
<v Speaker 3>Yes, the asteroid belt, with all its mineral resources, becomes accessible.

736
00:34:35.079 --> 00:34:38.599
<v Speaker 3>It fundamentally changes the rocket equation from a barrier into

737
00:34:38.639 --> 00:34:39.199
<v Speaker 3>a gateway.

738
00:34:39.360 --> 00:34:43.440
<v Speaker 2>It effectively shrinks the Solar System. Logistically speaking, it does.

739
00:34:43.280 --> 00:34:45.360
<v Speaker 3>It lowers the toll you have to pay to Earth

740
00:34:45.440 --> 00:34:47.559
<v Speaker 3>gravity to get anywhere interesting.

741
00:34:47.280 --> 00:34:49.760
<v Speaker 2>And the science. You mentioned the far side of the Moon.

742
00:34:49.760 --> 00:34:50.840
<v Speaker 2>What's so special about that?

743
00:34:50.880 --> 00:34:52.800
<v Speaker 3>The far side of the Moon is a unique place

744
00:34:52.840 --> 00:34:55.400
<v Speaker 3>in the Solar System. It is permanently shielded from the

745
00:34:55.440 --> 00:34:58.440
<v Speaker 3>planet Earth, which means it is blocked from all of

746
00:34:58.480 --> 00:34:59.880
<v Speaker 3>our planet's radio noise.

747
00:35:00.000 --> 00:35:02.480
<v Speaker 2>I mean our TV broadcasts, Wi Fi all that.

748
00:35:02.760 --> 00:35:05.800
<v Speaker 3>All our TV broadcasts, our radar, our cell phones, our

749
00:35:05.800 --> 00:35:10.119
<v Speaker 3>GPS satellites. From a radio perspective, the Earth is a

750
00:35:10.159 --> 00:35:12.400
<v Speaker 3>screamingly loud ball of noise.

751
00:35:12.639 --> 00:35:14.639
<v Speaker 2>It's noise pollution for radio astronomy.

752
00:35:14.679 --> 00:35:17.039
<v Speaker 3>It's terrible. It drowns out the faint whispers from the

753
00:35:17.079 --> 00:35:19.920
<v Speaker 3>distant universe, but the far side is in the radio

754
00:35:20.000 --> 00:35:23.360
<v Speaker 3>shadow of the Moon. It is the quietest place in

755
00:35:23.400 --> 00:35:26.760
<v Speaker 3>the inner Solar System. If robots could build a radio

756
00:35:26.800 --> 00:35:27.840
<v Speaker 3>telescope there.

757
00:35:27.719 --> 00:35:31.119
<v Speaker 2>Like a giant dish, like a recibo, but in a.

758
00:35:31.079 --> 00:35:33.039
<v Speaker 3>Crater, it could be a dish, or it could be

759
00:35:33.079 --> 00:35:36.800
<v Speaker 3>even simpler, just long wire antennas unrolled over kilometers of

760
00:35:36.840 --> 00:35:40.079
<v Speaker 3>the surface. With that, we could listen to the universe

761
00:35:40.119 --> 00:35:42.440
<v Speaker 3>at very low frequencies that we can't hear from Earth.

762
00:35:42.719 --> 00:35:45.840
<v Speaker 3>We could listen to the cosmic dawn, the faint signal

763
00:35:45.840 --> 00:35:47.599
<v Speaker 3>from the arrow when the very first stars in the

764
00:35:47.679 --> 00:35:48.400
<v Speaker 3>universe turned on.

765
00:35:48.679 --> 00:35:48.960
<v Speaker 2>Wow.

766
00:35:48.960 --> 00:35:51.480
<v Speaker 3>We could answer fundamental questions about the origins of the

767
00:35:51.480 --> 00:35:53.880
<v Speaker 3>cosmos that we simply cannot answer from down here.

768
00:35:54.079 --> 00:35:56.199
<v Speaker 2>What about that thing that always comes up in sci fi?

769
00:35:56.360 --> 00:35:57.960
<v Speaker 2>Helium three? Is that a real thing?

770
00:35:58.320 --> 00:36:01.920
<v Speaker 3>It is real, but it's much more more speculative. Helium

771
00:36:01.960 --> 00:36:04.800
<v Speaker 3>three is an isotope that is very rare on Earth,

772
00:36:05.199 --> 00:36:07.639
<v Speaker 3>but it's been deposited in the lunar regolith by the

773
00:36:07.639 --> 00:36:10.639
<v Speaker 3>solar wind for billions of years. It is a potential

774
00:36:10.639 --> 00:36:13.239
<v Speaker 3>fuel for clean nuclear fusion reactors.

775
00:36:13.400 --> 00:36:16.000
<v Speaker 2>But the catch is we don't really have working fusion

776
00:36:16.039 --> 00:36:17.079
<v Speaker 2>reactors yet.

777
00:36:16.840 --> 00:36:19.639
<v Speaker 3>We don't, so that's a long term prospect. That market

778
00:36:19.679 --> 00:36:23.559
<v Speaker 3>relies on us actually mastering fusion power on Earth first.

779
00:36:24.360 --> 00:36:27.599
<v Speaker 3>But there are also other resources, rare Earth elements needed

780
00:36:27.599 --> 00:36:31.559
<v Speaker 3>for electronics, the potential for massive solar power generation, building

781
00:36:31.639 --> 00:36:34.280
<v Speaker 3>huge solar farms on the Moon and beaming the energy

782
00:36:34.320 --> 00:36:36.760
<v Speaker 3>back to Earth or using it for industry there.

783
00:36:36.840 --> 00:36:38.800
<v Speaker 2>But the key to all of this is that none

784
00:36:38.800 --> 00:36:41.800
<v Speaker 2>of it happens, not the telescope, not the helium mining,

785
00:36:42.039 --> 00:36:45.360
<v Speaker 2>not the propellant for the Mars mission without the robots

786
00:36:45.440 --> 00:36:45.960
<v Speaker 2>going first.

787
00:36:46.000 --> 00:36:48.960
<v Speaker 3>None of it, the industrial speculation, the incredible science, the

788
00:36:49.079 --> 00:36:53.639
<v Speaker 3>human settlement, it all relies on the robotic infrastructure existing first.

789
00:36:54.000 --> 00:36:56.159
<v Speaker 3>You can't have a city without laying the foundation and

790
00:36:56.199 --> 00:36:58.920
<v Speaker 3>the power lines and the water pipes first. The robots

791
00:36:58.960 --> 00:36:59.920
<v Speaker 3>are doing that for us.

792
00:37:00.280 --> 00:37:02.440
<v Speaker 2>It really feels like we are at a tipping point,

793
00:37:02.480 --> 00:37:04.639
<v Speaker 2>like this isn't just theory anymore.

794
00:37:04.199 --> 00:37:07.119
<v Speaker 3>We absolutely are. The technology is moving out of the

795
00:37:07.199 --> 00:37:10.199
<v Speaker 3>lab and into flight hardware. We have the Viper rover

796
00:37:10.320 --> 00:37:13.840
<v Speaker 3>coming up. We have the Commercial Lunar Payload Services, the

797
00:37:13.880 --> 00:37:17.760
<v Speaker 3>CLPS program where NASA is paying private companies to send landers.

798
00:37:18.039 --> 00:37:21.199
<v Speaker 3>We have the Artemis timeline. This is not just PowerPoint

799
00:37:21.239 --> 00:37:24.719
<v Speaker 3>presentations anymore. Metal is being cut, code is being written.

800
00:37:24.960 --> 00:37:25.559
<v Speaker 2>It's happening.

801
00:37:25.719 --> 00:37:27.719
<v Speaker 3>It is happening, and I think it's important to just

802
00:37:28.039 --> 00:37:30.920
<v Speaker 3>for a moment, take a more philosophical perspective on all this.

803
00:37:31.039 --> 00:37:31.840
<v Speaker 2>Okay, laid on me.

804
00:37:32.079 --> 00:37:34.639
<v Speaker 3>We tend to focus on the human boots on the ground.

805
00:37:34.960 --> 00:37:36.920
<v Speaker 3>That's the heroic image we all want to see. We

806
00:37:36.960 --> 00:37:39.800
<v Speaker 3>want to see the astronauts saluting the flag. But the

807
00:37:39.840 --> 00:37:43.119
<v Speaker 3>Moon and space in general will be developed primarily by robots.

808
00:37:43.760 --> 00:37:47.000
<v Speaker 3>These machines are extensions of us. They are the physical

809
00:37:47.039 --> 00:37:49.960
<v Speaker 3>embodiment of human curiosity and ingenuity.

810
00:37:50.199 --> 00:37:52.960
<v Speaker 2>They are our avatars or proxies in a way.

811
00:37:53.039 --> 00:37:55.599
<v Speaker 3>Yes, And they carry no flags, They feel no wonder

812
00:37:55.639 --> 00:37:57.960
<v Speaker 3>they don't get goosebumps when they see the Earth rise

813
00:37:58.039 --> 00:38:00.960
<v Speaker 3>over the lunar horizon. Robot doesn't know what's.

814
00:38:00.840 --> 00:38:03.719
<v Speaker 2>Making history, but they're the ones making that history possible.

815
00:38:04.119 --> 00:38:06.920
<v Speaker 3>Exactly. I want you to think about this. When an

816
00:38:06.960 --> 00:38:10.280
<v Speaker 3>astronaut eventually stands on the Moon again, maybe in a

817
00:38:10.280 --> 00:38:13.039
<v Speaker 3>few years, maybe in a decade, and they look back

818
00:38:13.079 --> 00:38:15.760
<v Speaker 3>at our home planet, that little blue marble, they will

819
00:38:15.760 --> 00:38:20.400
<v Speaker 3>feel that transcendence that overview effect that profound emotional connection

820
00:38:20.480 --> 00:38:23.400
<v Speaker 3>to our home. Ye. But the floor they are standing on,

821
00:38:23.719 --> 00:38:27.119
<v Speaker 3>that hard sintered landing pad that's protecting them.

822
00:38:27.000 --> 00:38:28.800
<v Speaker 2>From the dust, built by a robot.

823
00:38:29.039 --> 00:38:32.079
<v Speaker 3>The thick walls of their habitat protecting them from deadly

824
00:38:32.199 --> 00:38:35.719
<v Speaker 3>radiation printed by a robot. The fuel in the tanks

825
00:38:35.719 --> 00:38:38.159
<v Speaker 3>of their ascent vehicle that gets them home safely to

826
00:38:38.199 --> 00:38:42.039
<v Speaker 3>their families, mind refined and pumped by a robot.

827
00:38:42.239 --> 00:38:45.239
<v Speaker 2>That is a powerful image. The silent architects.

828
00:38:45.360 --> 00:38:47.840
<v Speaker 3>They are the foundation of everything that comes next. The

829
00:38:47.840 --> 00:38:50.599
<v Speaker 3>machines go first into the silence so we can follow.

830
00:38:50.760 --> 00:38:53.360
<v Speaker 2>So here's my question for you listening to this deep dive.

831
00:38:54.000 --> 00:38:57.440
<v Speaker 2>We always talk about the human exploration of space. But

832
00:38:57.920 --> 00:39:00.440
<v Speaker 2>if the robots are doing the heavy lifting, the building,

833
00:39:00.480 --> 00:39:04.199
<v Speaker 2>the mining, the driving, at what point does it stop

834
00:39:04.280 --> 00:39:08.519
<v Speaker 2>being purely human exploration and start becoming the expansion of

835
00:39:08.599 --> 00:39:11.679
<v Speaker 2>machine intelligence with us just tagging along for the ride.

836
00:39:11.920 --> 00:39:13.639
<v Speaker 2>What does that distinction even matter?

837
00:39:14.400 --> 00:39:17.000
<v Speaker 3>That is the question of the century, isn't it. As

838
00:39:17.000 --> 00:39:20.039
<v Speaker 3>our tools get smarter and more autonomous, do they become

839
00:39:20.119 --> 00:39:23.559
<v Speaker 3>the explorers and we become the observers cheering them on

840
00:39:23.639 --> 00:39:24.039
<v Speaker 3>from home?

841
00:39:25.039 --> 00:39:27.039
<v Speaker 2>Something to think about next time. You look up at

842
00:39:27.039 --> 00:39:29.440
<v Speaker 2>the moon. It might look the same as it always has,

843
00:39:29.480 --> 00:39:32.800
<v Speaker 2>that cold gray, silent rock. But pretty soon it's going

844
00:39:32.840 --> 00:39:33.440
<v Speaker 2>to get a lot.

845
00:39:33.280 --> 00:39:35.000
<v Speaker 3>Busier up there, a lot more metallic.

846
00:39:35.360 --> 00:39:37.239
<v Speaker 2>Thanks for joining us on this deep dive into the

847
00:39:37.320 --> 00:39:40.280
<v Speaker 2>Robotic Frontier. It's a fascinating time to be watching the sky.

848
00:39:40.400 --> 00:39:41.119
<v Speaker 3>Always a pleasure.

849
00:39:41.320 --> 00:39:42.719
<v Speaker 2>Catch you on the next deep dive.
