WEBVTT

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I want you to picture something with me. Go back

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to, say, seventh grade. OK. You're sitting in

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class and the teacher hands out the textbooks

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for the year. Heavy, glossy, probably smells

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like, you know, industrial glue. Oh, yeah. But

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before you can even open it, there's a lecture,

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a very specific warning. The condition lecture.

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The condition lecture. This book is number 402.

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It is in good condition. When you return it in

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June, it better still be in good condition. And

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the cardinal sin, the one thing that would get

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you sent to the office faster than talking it

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back. Writing in the margins. Highlighting, underlining,

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even a stray pencil mark. It was treated like

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a crime. Which, if you really think about it

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from a learning perspective, is completely backward.

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Oatley. I mean, engaging with the text usually

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means marking it up, arguing with it, highlighting

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the key points. But in schools, for like the

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last century, that was vandalism. Vandalism.

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That is the exact word used in the piece we're

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covering today. And it really stuck with me.

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Why was interacting with knowledge considered

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destruction of property? That's the question

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that's launching us into today's deep dive. I

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love that question. We are looking at a fascinating

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article by Gary Ackerman from Hack Science Education.

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It was published back in December 2022. And the

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title is, On Digital Information in Schools.

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Which, I'll admit, sounds a little dry. It does,

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but it's not really. He's not just talking about

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iPads replacing paper. No, not at all. It's more

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like a philosophy of knowledge, just kind of...

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disguised as a tech article. Exactly. He's arguing

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that we've undergone this fundamental shift in

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the physics of information. Right. We moved from

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an era of heavy lifting, where information was

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actual physical matter, to an era of signals.

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And that change explains everything about why

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you weren't allowed to write in that textbook.

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So let's unpack this era of heavy lifting, because

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I think we forget, you know, now that we live

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in the cloud, that information used to have actual

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weight. It had mass. Ackerman calls them physical

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artifacts. If you wanted to teach a kid about

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the solar system in, say, 1990, you needed a

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physical object, a book, a film strip, maybe

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a model. And creating that object was this huge

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industrial process. Oh, absolutely. You can't

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just hit publish. You have to, I don't know,

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chop down a tree, pulp it, bleach it, press it,

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ink it, bind it. And then you have to move it.

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This is the part Ackerman highlights that we

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often just... We just overlook it. The dissemination

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part. Yeah, the dissemination. Information had

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to be shielded from the elements. It had to be

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put on a truck. It literally burned diesel fuel

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to get from the printing press to your locker.

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Which brings us right back to the vandalism rule.

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It wasn't just that the teachers were mean or

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something. No, it was practical. It's that the

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information was expensive. It was scarce. That

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textbook had to last for five, maybe 10 years.

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So if you highlighted a paragraph, you were degrading

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a physical asset. that the school district couldn't

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afford to just go out and replace. The user experience,

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to use a modern term, was all about preservation.

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You were a viewer of information. You were never

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a participant. It was static. You look, you memorize,

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you return the object. And if you damaged it,

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you got a bill. Ackerman mentions that, specifically,

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the financial penalty for altering the artifact.

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It created this mindset, right, that information

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is something to be protected, not something to

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be messed with. But then the computer arrives.

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And I feel like usually when we talk about computers

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in schools, we talk about engagement or games.

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Sure. But Ackerman goes a lot deeper. He looks

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at the actual mechanism of how digital information

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is made. He asks a question that seems really

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simple, but it's actually quite profound. Which

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is? How is digital info actually created? I mean,

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I, I type on a keyboard. Right. But what is physically

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happening? You perform a physical action, a keystroke,

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a gesture, a spoken word, but almost instantly

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that physical action gets converted into an electronic

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signal. So you stop manipulating matter. And

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you start manipulating energy. And once it's

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a signal, the rules of physics, at least the

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old physics of books, they just don't apply anymore.

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OK, this is where he brings up RAM versus ROM.

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Right. Yes. And this is where I think it gets

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brilliant. I know everyone hearing this is thinking,

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OK, I know what RAM is. It's the memory stick

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in my laptop. Yeah, I feel like we've all had

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to upgrade our RAM at some point. But he's not

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talking about specs here. No, not at all. He's

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talking about the nature of the information when

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it lives in RAM, random access memory. OK. Think

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of RAM not just as storage, but as a A workspace.

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A workspace, right. When information is in RAM,

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it's totally fluid. It is inherently unstable.

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But in a good way. In the best possible way,

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yeah. Think about that textbook page. The ink

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is dried. It's rigid. You can't just move the

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third paragraph to the top. But in RAM, the document

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is liquid. You can delete a sentence, move a

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chapter, change the font, resize an image. The

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information has no final form as long as it's

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in that state. So we go from the protected artifact

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to the manipulable signal. Exactly. And Ackerman

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identifies these three superpowers of this digital

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state. The first is what we just discussed. Manipulability.

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The ability to change the content without destroying

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the medium. You can't vandalize a Word doc. You

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just edit it. You just edit it. And that's a

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huge psychological shift for a student. You're

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not ruining it. You're iterating. Right. What's

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the second one? Then you have replicability.

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The perfect copy. This is something the physical

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world just never had. If I photocopy a photocopy,

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it gets blurry. Or record a cassette tape from

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another tape, the audio degrades. There is always

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loss, but digital signals. You can make a million

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copies of a file, and the millionth copy is bit

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for bit identical to the first. And you can do

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it instantly. Which leads to the third power.

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Transmission the end of the shipping truck pretty

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much the latency of information used to be measured

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in days or weeks now It's measured in milliseconds

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You can send that perfect manipulable copy to

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the other side of the planet before you can even

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take your finger off the mouse So if we look

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at the classroom, this just it blows the walls

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right out the completely Ackerman does this comparison

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in the article that I found really staggering.

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He lists the inventory of a typical pre -digital

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classroom It's a pretty sobering list when you

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hear it all laid out. It really is. So let's

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run through it. In the era of heavy lifting,

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what did a student actually have access to? OK,

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so first you have the textbook, one per student.

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That is your Bible for the subject. If it's not

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in the book, you probably aren't learning it.

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And maybe that book is five years old, so Pluto

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is still a planet, or the Soviet Union is still

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a thing. Right. Then you have the classroom library.

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Ackerman estimates. Maybe 50 volumes? 50. And

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these are books the teacher probably bought with

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their own money. 50 books. For 30 kids. Then

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you have the school library. Okay, several thousand

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books, which sounds like a lot. It's not really.

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Oh, because that's covering every subject for

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every grade level. And it's static. It's a snapshot

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of what the librarian decided to buy in 1985,

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1990, 1995. And for current events. Oh. News.

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A few score periodicals. Maybe you have a subscription

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to Time, Newsweek, National Geographic. So the

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sum total of human knowledge available to a student

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was whatever could fit in the building. It was

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a walled garden, a very small, very curated garden.

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If you had a question about something obscure,

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say, deep sea vent bacteria, and the school library

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didn't have one of the three books written on

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that topic. You were just dead in the water.

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You were. Your curiosity had a hard physical

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limit. And now? Now the ceiling is gone. Ackerman

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contrasts that list with the modern reality.

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Students don't just have more books. No. They

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have access to full -text databases indexing

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thousands of periodicals. Not a few score. And

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not just popular magazines. We're talking academic

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journals. Yeah. Primary sources. Infinite online

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video. And I love that he uses the word infinite.

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It practically is. It really feels that way sometimes.

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But here's the key shift. Access to credible

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institutions directly. What do you mean by it

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directly? Well, in the old model, if NASA discovered

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something, they'd publish a report. Maybe a textbook

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author would read that report, summarize it,

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and put it in a book. Two years later, the school

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buys the book. Exactly. Now, the student just

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goes to NASA .gov. They watch the rover land

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in real time. The middleman of the textbook publisher

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is just bypassed. So we've gone from scarcity

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protecting the one book we have to absolute abundance.

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Backerman calls it vastly greater amounts of

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information placed directly into the curriculum.

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It's an explosion. And I feel like this is where

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the article takes a turn. Explosions are messy.

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They are. Very. If I just dump a billion pages

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of text onto a student's desk, I haven't helped

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them. I've buried them. Precisely. This is the

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navigation problem. Ah. When information was

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stairs, the problem was access. Now that information

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is infinite, the problem is sorting. It's the

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needle in the haystack, but the haystack is the

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size of the universe. So how do we cope? The

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source talks about the mechanics of search, which

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I think we all just take for granted. You know,

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you type in the box and magic happens. Right.

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But what's actually going on under the hood?

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Well, Ackerman breaks it down to a core mechanic

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he calls rapid comparison. The computer is scanning

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the contents of millions of files against your

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search terms at lightning speed. So it's just

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comparing text to text really fast? Basically,

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yeah. It uses indexing to make that possible.

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But the really interesting part, the part that

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connects back to the human element, is tagging.

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Tagging. You mean like hashtags? Yes. But think

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about what tagging is. It's a human -computer

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collaboration. We, the users, add tags to information.

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We label it. We say, this isn't just a picture

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of a dog. This is hashtag golden retriever, hashtag

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cute, hashtag puppy. So by doing that, we're

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teaching the machine how to organize the chaos.

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We are. It's a participatory way of building

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the card catalog. That's a cool way to frame

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it. We aren't just searching the library. We're

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helping to organize it every time we tag something.

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But the tech is moving past just matching keywords.

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Ackerman mentions that researchers are developing

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tools to interpret ambiguous search terms. Ambiguous.

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You mean like when I type funny movie old guys

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because I can't remember the name of grumpy old

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men exactly that when your query is vague or

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messy or just human the goal of modern search

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isn't just to match the keyword funny it's to

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figure out what you mean it's trying to interpret

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your intent that feels like the real frontier

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That's the difference between a tool and, I don't

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know, an assistant. It is. And Ackerman argues

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that these tools, the indexing, the tagging,

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the interpretation, they're not just nice to

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haves. They're essential. They're essential.

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Without them, the infinity of the internet is

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basically useless. You can't navigate the ocean

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without a compass. It really emphasizes that

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the skill set has to change then. In the 1990s,

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the skill was remembering facts because looking

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them up was so hard. It was a whole process.

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You had to go to the library. Right. Now looking

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them up is instant. The skill shifts to filtering.

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Can you construct a good search query? Can you

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evaluate the results? Can you tell the difference

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between the NASA report and some conspiracy blog?

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The heavy lifting shifted from our backs to our

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brains. That's a perfect way to put it. The friction

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isn't physical anymore. It's cognitive. You know,

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I want to circle back to where we started the

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vandalism of the textbook. OK. Because when you

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look at it through the lens of this article,

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that rule against writing in the book wasn't

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just about saving paper. It was about authority.

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How do you mean? Well, the book was the authority.

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It was finished. It was perfect. You, the student,

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were just there to absorb it. You weren't worthy

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of adding to it. That's a really strong point,

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the read -only culture. But with digital? With

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RAM, everything is a draft. Everything is remixable.

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If I download a data set from the government,

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I can put it in a spreadsheet, make my own charts,

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come to my own conclusions. I'm not just reading

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the history. I'm kind of touching it. You're

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manipulating it. You've moved from being a passive

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consumer to an active participant. And that's

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the core of it. That is what Ackerman is getting

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at. The digital shift isn't just about efficiency,

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it's about agency. The student becomes a creator

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of knowledge, not just a warehouse for it. But

00:12:33.360 --> 00:12:35.620
that agency depends entirely on the tools we

00:12:35.620 --> 00:12:37.740
just discussed. If you can't search, you have

00:12:37.740 --> 00:12:40.679
no agency. Correct. If you can't navigate the

00:12:40.679 --> 00:12:43.919
ambiguity, the machine decides for you. And that's

00:12:43.919 --> 00:12:46.379
the scary part, isn't it? The ambiguous search

00:12:46.379 --> 00:12:48.279
tools. A little bit, yeah. If the search engine

00:12:48.279 --> 00:12:51.360
is guessing what I mean... Isn't it also kind

00:12:51.360 --> 00:12:54.240
of shaping what I find? It is. It's a feedback

00:12:54.240 --> 00:12:56.940
loop. The tool helps you find what you want,

00:12:57.259 --> 00:13:00.279
but it also subtly directs you toward what it

00:13:00.279 --> 00:13:02.559
thinks you want. Which brings us to the final

00:13:02.559 --> 00:13:05.360
thought I wanted to leave with today. Ackerman

00:13:05.360 --> 00:13:07.740
highlights that these tools are getting better

00:13:07.740 --> 00:13:10.539
and better at interpreting us, at figuring out

00:13:10.539 --> 00:13:13.159
our vague, messy questions. They are becoming

00:13:13.159 --> 00:13:16.139
more intuitive. But I wonder, and this is just

00:13:16.139 --> 00:13:18.220
me kind of riffing on the source material here.

00:13:18.340 --> 00:13:20.919
Go for it. If the machine gets better at understanding

00:13:20.919 --> 00:13:23.940
bad questions, do we lose the incentive to ask

00:13:23.940 --> 00:13:27.240
good ones? That is the danger. If we rely on

00:13:27.240 --> 00:13:29.820
the algorithm to fill in the blanks of our curiosity,

00:13:30.220 --> 00:13:33.240
are we really investigating or are we just being

00:13:33.240 --> 00:13:35.500
spoon -fed? It's the difference between learning

00:13:35.500 --> 00:13:38.019
to fish and just asking the fish to jump into

00:13:38.019 --> 00:13:40.899
the boat. And in a world of infinite information,

00:13:41.220 --> 00:13:43.580
that distinction is everything. We went from

00:13:43.580 --> 00:13:46.200
don't write in the book to rewrite the whole

00:13:46.200 --> 00:13:48.710
world. But we need to make sure we're actually

00:13:48.710 --> 00:13:50.529
the ones holding the pen. Couldn't have said

00:13:50.529 --> 00:13:53.230
it better myself. Gary Ackerman's article is

00:13:53.230 --> 00:13:56.889
on digital information in schools, and it is

00:13:56.889 --> 00:13:58.590
definitely worth a read if you want to understand

00:13:58.590 --> 00:14:03.129
the plumbing of the information age. Thanks for

00:14:03.129 --> 00:14:04.990
taking this deep dive with us. Always a pleasure.

00:14:05.250 --> 00:14:07.129
Keep asking better questions, everyone. We'll

00:14:07.129 --> 00:14:07.649
see you next time.
