Codecademy vs. The BBC Micro

In the late 1970s, the computer, which for decades had been a mysterious,
hulking machine that only did the bidding of corporate overlords, suddenly
became something the average person could buy and take home. An enthusiastic
minority saw how great this was and rushed to get a computer of their own.
For many more people, the arrival of the microcomputer triggered helpless
anxiety about the future. An ad from a magazine at the time promised that a
home computer would “give your child an unfair advantage in school.” It showed
a boy in a smart blazer and tie eagerly raising his hand to answer a question,
while behind him his dim-witted classmates look on sullenly. The ad and others
like it implied that the world was changing quickly and, if you did not
immediately learn how to use one of these intimidating new devices, you and
your family would be left behind.

In the UK, this anxiety metastasized into concern at the highest levels
of government about the competitiveness of the nation. The 1970s had been, on
the whole, an underwhelming decade for Great Britain. Both inflation and
unemployment had been high. Meanwhile, a series of strikes put London through
blackout after blackout. A government report from 1979 fretted that a failure
to keep up with trends in computing technology would “add another factor to our
poor industrial performance.” The country already seemed to be behind in
the computing arena—all the great computer companies were American, while
integrated circuits were being assembled in Japan and Taiwan.

In an audacious move, the BBC, a public service broadcaster funded by the
government, decided that it would solve Britain’s national competitiveness
problems by helping Britons everywhere overcome their aversion to computers. It
launched the Computer Literacy Project, a multi-pronged educational effort
that involved several TV series, a few books, a network of support groups, and
a specially built microcomputer known as the BBC Micro. The project was so
successful that, by 1983, an editor for BYTE Magazine wrote, “compared to the
US, proportionally more of Britain’s population is interested in
microcomputers.” The editor marveled that there were more people at the
Fifth Personal Computer World Show in the UK than had been to that year’s West
Coast Computer Faire. Over a sixth of Great Britain watched an episode in the
first series produced for the Computer Literacy Project and 1.5 million BBC
Micros were ultimately sold.


containing every TV series produced and all the materials published for the
Computer Literacy Project was put on the web last year. I’ve had a huge
amount of fun watching the TV series and trying to imagine what it would have
been like to learn about computing in the early 1980s. But what’s turned out to
be more interesting is how computing was taught. Today, we still worry
about technology leaving people behind. Wealthy tech entrepreneurs and
governments spend lots of money trying to teach kids “to code.” We have
websites like Codecademy that make use of new technologies to teach coding
interactively. One would assume that this approach is more effective than a
goofy ’80s TV series. But is it?

The Computer Literacy Project

The microcomputer revolution began in 1975 with the release of the Altair
. Only two
years later, the Apple II, TRS-80, and Commodore PET had all been released.
Sales of the new computers exploded. In 1978, the BBC explored the dramatic
societal changes these new machines were sure to bring in a documentary called
“Now the Chips Are Down.”

The documentary was alarming. Within the first five minutes, the narrator
explains that microelectronics will “totally revolutionize our way of life.” As
eerie synthesizer music plays, and green pulses of electricity dance around a
magnified microprocessor on screen, the narrator argues that the new chips are
why “Japan is abandoning its ship building, and why our children will grow up
without jobs to go to.” The documentary goes on to explore how robots are being
used to automate car assembly and how the European watch industry has lost out
to digital watch manufacturers in the United States. It castigates the British
government for not doing more to prepare the country for a future of mass

The documentary was supposedly shown to the British Cabinet. Several
government agencies, including the Department of Industry and the Manpower
Services Commission, became interested in trying to raise awareness about
computers among the British public. The Manpower Services Commission provided
funds for a team from the BBC’s education division to travel to Japan, the
United States, and other countries on a fact-finding trip. This research team
produced a report that cataloged the ways in which microelectronics would
indeed mean major changes for industrial manufacturing, labor relations, and
office work. In late 1979, it was decided that the BBC should make a ten-part
TV series that would help regular Britons “learn how to use and control
computers and not feel dominated by them.” The project eventually became a
multimedia endeavor similar to the Adult Literacy Project, an earlier BBC
undertaking involving both a TV series and supplemental courses that helped
two million people improve their reading.

The producers behind the Computer Literacy Project were keen for
the TV series to feature “hands-on” examples that viewers could try on their
own if they had a microcomputer at home. These examples would have to be in
BASIC, since that was the language (really the entire shell) used on almost all
microcomputers. But the producers faced a thorny problem: Microcomputer
manufacturers all had their own dialects of BASIC, so no matter which dialect
they picked, they would inevitably alienate some large fraction of their
audience. The only real solution was to create a new BASIC—BBC BASIC—and a
microcomputer to go along with it. Members of the British public would be able
to buy the new microcomputer and follow along without worrying about
differences in software or hardware.

The TV producers and presenters at the BBC were not capable of building a
microcomputer on their own. So they put together a specification for the
computer they had in mind and invited British microcomputer companies to
propose a new machine that met the requirements. The specification called for a
relatively powerful computer because the BBC producers felt that the machine
should be able to run real, useful applications. Technical consultants for the
Computer Literacy Project also suggested that, if it had to be a BASIC
dialect that was going to be taught to the entire nation, then it had better be
a good one. (They may not have phrased it exactly that way, but I bet that’s
what they were thinking.) BBC BASIC would make up for some of BASIC’s usual
shortcomings by allowing for recursion and local variables.

The BBC eventually decided that a Cambridge-based company called Acorn
Computers would make the BBC Micro. In choosing Acorn, the BBC passed over a
proposal from Clive Sinclair, who ran a company called Sinclair Research.
Sinclair Research had brought mass-market microcomputing to the UK in 1980 with
the Sinclair ZX80. Sinclair’s new computer, the ZX81, was cheap but not
powerful enough for the BBC’s purposes. Acorn’s new prototype computer, known
internally as the Proton, would be more expensive but more powerful and
expandable. The BBC was impressed. The Proton was never marketed or sold as the
Proton because it was instead released in December 1981 as the BBC Micro, also
affectionately called “The Beeb.” You could get a 16k version for £235 and a
32k version for £335.

In 1980, Acorn was an underdog in the British computing industry. But the BBC
Micro helped establish the company’s legacy. Today, the world’s most popular
microprocessor instruction set is the ARM architecture. “ARM” now stands for
“Advanced RISC Machine,” but originally it stood for “Acorn RISC Machine.”
ARM Holdings, the company behind the architecture, was spun out from Acorn in

Picture of the BBC Micro.
A bad picture of a BBC Micro, taken by me at the Computer History Museum
in Mountain View, California.

The Computer Programme

A dozen different TV series were eventually produced as part of the Computer
Literacy Project
, but the first of them was a ten-part series known as The
Computer Programme
. The series was broadcast over ten weeks at the beginning
of 1982. A million people watched each week-night broadcast of the show; a
quarter million watched the reruns on Sunday and Monday afternoon.

The show was hosted by two presenters, Chris Serle and Ian McNaught-Davis.
Serle plays the neophyte while McNaught-Davis, who had professional experience
programming mainframe computers, plays the expert. This was an inspired setup.
It made for awkward
often goes directly from a conversation with McNaught-Davis to a bit of
walk-and-talk narration delivered to the camera, and you can’t help but wonder
whether McNaught-Davis is still standing there out of frame or what. But it
meant that Serle could voice the concerns that the audience would surely have.
He can look intimidated by a screenful of BASIC and can ask questions like,
“What do all these dollar signs mean?” At several points during the show, Serle
and McNaught-Davis sit down in front of a computer and essentially pair
program, with McNaught-Davis providing hints here and there while Serle tries
to figure it out. It would have been much less relatable if the show had been
presented by a single, all-knowing narrator.

The show also made an effort to demonstrate the many practical applications of
computing in the lives of regular people. By the early 1980s, the home computer
had already begun to be associated with young boys and video games. The
producers behind The Computer Programme sought to avoid interviewing
“impressively competent youngsters,” as that was likely “to increase the
anxieties of older viewers,” a demographic that the show was trying to attract
to computing. In the first episode of the series, Gill Nevill, the show’s
“on location” reporter, interviews a woman that has bought a Commodore PET to
help manage her sweet shop. The woman (her name is Phyllis) looks to be
60-something years old, yet she has no trouble using the computer to do her
accounting and has even started using her PET to do computer work for other
businesses, which sounds like the beginning of a promising freelance career.
Phyllis says that she wouldn’t mind if the computer work grew to replace her
sweet shop business since she enjoys the computer work more. This interview
could instead have been an interview with a teenager about how he had modified
Breakout to be faster and more challenging. But that would have been
encouraging to almost nobody. On the other hand, if Phyllis, of all people, can
use a computer, then surely you can too.

While the show features lots of BASIC programming, what it really wants to
teach its audience is how computing works in general. The show explains these
general principles with analogies. In the second episode, there is an extended
discussion of the Jacquard loom, which accomplishes two things. First, it
illustrates that computers are not based only on magical technology invented
yesterday—some of the foundational principles of computing go back two hundred
years and are about as simple as the idea that you can punch holes in card to
control a weaving machine. Second, the interlacing of warp and weft threads is
used to demonstrate how a binary choice (does the weft thread go above or below
the warp thread?) is enough, when repeated over and over, to produce enormous
variation. This segues, of course, into a discussion of how information can be
stored using binary digits.

Later in the show there is a section about a steam organ that plays music
encoded in a long, segmented roll of punched card. This time the analogy is
used to explain subroutines in BASIC. Serle and McNaught-Davis lay out the
whole roll of punched card on the floor in the studio, then point out the
segments where it looks like a refrain is being repeated. McNaught-Davis
explains that a subroutine is what you would get if you cut out those repeated
segments of card and somehow added an instruction to go back to the original
segment that played the refrain for the first time. This is a brilliant
explanation and probably one that stuck around in people’s minds for a
long time afterward.

I’ve picked out only a few examples, but I think in general the show excels at
demystifying computers by explaining the principles that computers rely on to
function. The show could instead have focused on teaching BASIC, but it did
not. This, it turns out, was very much a conscious choice. In a retrospective
written in 1983, John Radcliffe, the executive producer of the Computer
Literacy Project
, wrote the following:

If computers were going to be as important as we believed, some genuine
understanding of this new subject would be important for everyone, almost as
important perhaps as the capacity to read and write. Early ideas, both here
and in America, had concentrated on programming as the main route to computer
literacy. However, as our thinking progressed, although we recognized the
value of “hands-on” experience on personal micros, we began to place less
emphasis on programming and more on wider understanding, on relating micros
to larger machines, encouraging people to gain experience with a range of
applications programs and high-level languages, and relating these to
experience in the real world of industry and commerce…. Our belief was that
once people had grasped these principles, at their simplest, they would be
able to move further forward into the subject.

Later, Radcliffe writes, in a similar vein:

There had been much debate about the main explanatory thrust of the series.
One school of thought had argued that it was particularly important for the
programmes to give advice on the practical details of learning to use a
micro. But we had concluded that if the series was to have any sustained
educational value, it had to be a way into the real world of computing,
through an explanation of computing principles. This would need to be
achieved by a combination of studio demonstration on micros, explanation of
principles by analogy, and illustration on film of real-life examples of
practical applications. Not only micros, but mini computers and mainframes
would be shown.

I love this, particularly the part about mini-computers and mainframes. The
producers behind The Computer Programme aimed to help Britons get
situated: Where had computing been, and where was it going? What can computers
do now, and what might they do in the future? Learning some BASIC was part of
answering those questions, but knowing BASIC alone was not seen as enough to
make someone computer literate.

Computer Literacy Today

If you google “learn to code,” the first result you see is a link to
Codecademy’s website. If there is a modern equivalent to the Computer Literacy
, something with the same reach and similar aims, then it is

“Learn to code” is Codecademy’s tagline. I don’t think I’m the first person to
point this out—in fact, I probably read this somewhere and I’m now ripping it
off—but there’s something revealing about using the word “code” instead of
“program.” It suggests that the important thing you are learning is how to
decode the code, how to look at a screen’s worth of Python and not
have your eyes glaze over. I can understand why to the average person this
seems like the main hurdle to becoming a professional programmer. Professional
programmers spend all day looking at computer monitors covered in gobbledygook,
so, if I want to become a professional programmer, I better make sure I can
decipher the gobbledygook. But dealing with syntax is not the most challenging
part of being a programmer, and it quickly becomes almost irrelevant in the face
of much bigger obstacles. Also, armed only with knowledge of a programming
language’s syntax, you may be able to read code but you won’t be able to
write code to solve a novel problem.

I recently went through Codecademy’s “Code Foundations” course, which is the
course that the site recommends you take if you are interested in programming
(as opposed to web development or data science) and have never done any
programming before. There are a few lessons in there about the history of
computer science, but they are perfunctory and poorly researched. (Thank
heavens for this noble internet
, who
pointed out a particularly egregious error.) The main focus of the course is
teaching you about the common structural elements of programming languages:
variables, functions, control flow, loops. In other words, the course focuses
on what you would need to know to start seeing patterns in the gobbledygook.

To be fair to Codecademy, they offer other courses that look meatier. But even
courses such as their “Computer Science Path” course focus almost exclusively
on programming and concepts that can be represented in programs. One might
argue that this is the whole point—Codecademy’s main feature is that it
gives you little interactive programming lessons with automated feedback. There
also just isn’t enough room to cover more because there is only so much you can
stuff into somebody’s brain in a little automated lesson. But the producers at
the BBC tasked with kicking off the Computer Literacy Project also had this
problem; they recognized that they were limited by their medium and that “the
amount of learning that would take place as a result of the television
programmes themselves would be limited.” With similar constraints on the
volume of information they could convey, they chose to emphasize general
principles over learning BASIC. Couldn’t Codecademy replace a lesson or two
with an interactive visualization of a Jacquard loom weaving together warp and
weft threads?

I’m banging the drum for “general principles” loudly now, so let me just
explain what I think they are and why they are important. There’s a book by J.
Clark Scott about computers called But How Do It Know? The title comes from
the anecdote that opens the book. A salesman is explaining to a group of people
that a thermos can keep hot food hot and cold food cold. A member of the
audience, astounded by this new invention, asks, “But how do it know?” The joke
of course is that the thermos is not perceiving the temperature of the food and
then making a decision—the thermos is just constructed so that cold food
inevitably stays cold and hot food inevitably stays hot. People
anthropomorphize computers in the same way, believing that computers are
digital brains that somehow “choose” to do one thing or another based on the
code they are fed. But learning a few things about how computers work, even at
a rudimentary level, takes the homunculus out of the machine. That’s why the
Jacquard loom is such a good go-to illustration. It may at first seem like an
incredible device. It reads punch cards and somehow “knows” to weave the right
pattern! The reality is mundane: Each row of holes corresponds to a thread, and
where there is a hole in that row the corresponding thread gets lifted.
Understanding this may not help you do anything new with computers, but it will
give you the confidence that you are not dealing with something
magical. We should impart this sense of confidence to beginners as soon as we

Alas, it’s possible that the real problem is that nobody wants to learn about
the Jacquard loom. Judging by how Codecademy emphasizes the professional
applications of what it teaches, many people probably start using Codecademy
because they believe it will help them “level up” their careers. They believe,
not unreasonably, that the primary challenge will be understanding the
gobbledygook, so they want to “learn to code.” And they want to do it as
quickly as possible, in the hour or two they have each night between dinner and
collapsing into bed. Codecademy, which after all is a business, gives these
people what they are looking for—not some roundabout explanation involving a
machine invented in the 18th century.

The Computer Literacy Project, on the other hand, is what a bunch of
producers and civil servants at the BBC thought would be the best way to
educate the nation about computing. I admit that it is a bit elitist to suggest
we should laud this group of people for teaching the
masses what they were incapable of seeking out on their own. But I can’t help
but think they got it right. Lots of people first learned about computing using
a BBC Micro, and many of these people went on to become successful software
developers or game designers.
As I’ve written before,
I suspect learning about computing at a time when computers were relatively
simple was a huge advantage. But perhaps another advantage these people had is
shows like The Computer Programme, which strove to teach not just programming
but also how and why computers can run programs at all. After watching The
Computer Programme
, you may not understand all the gobbledygook on a computer
screen, but you don’t really need to because you know that, whatever the “code”
looks like, the computer is always doing the same basic thing. After a course
or two on Codecademy, you understand some flavors of gobbledygook, but to you a
computer is just a magical machine that somehow turns gobbledygook into running
software. That isn’t computer literacy.

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