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The Case Against Algebra

HughPickens.com writes: Dana Goldstein writes at Slate that political scientist Andrew Hacker proposes replacing algebra II and calculus in the high school and college with a practical course in statistics for citizenship. According to Hacker, only mathematicians and some engineers actually use advanced math in their day-to-day work and even the doctors, accountants, and coders of the future shouldn't have to master abstract math that they'll never need. For many math is often an impenetrable barrier to academic success. Algebra II, which includes polynomials and logarithms, and is required by the new Common Core curriculum standards used by 47 states and territories, drives dropouts at both the high school and college levels. Hacker's central argument is that advanced mathematics requirements, like algebra, trigonometry and calculus, are "a harsh and senseless hurdle" keeping far too many Americans from completing their educations and leading productive lives. "We are really destroying a tremendous amount of talent—people who could be talented in sports writing or being an emergency medical technician, but can't even get a community college degree," says Hacker. "I regard this math requirement as highly irrational." According to Hacker many of those who struggled through a traditional math regimen feel that doing so annealed their character while critics says that mathematics is used as a hoop, a badge, a totem to impress outsiders and elevate a profession's status. "It's not hard to understand why Caltech and M.I.T. want everyone to be proficient in mathematics. But it's not easy to see why potential poets and philosophers face a lofty mathematics bar. Demanding algebra across the board actually skews a student body, not necessarily for the better."

36 of 908 comments (clear)

  1. As long as.... by Rogue974 · · Score: 4, Insightful

    I will agree to this as long as they remove foreign language requirement for engineers! The accountants and poets don't like high end math, I don't like foreign language requirement (and I am fluent in more then 1 language and an engineer)!

    1. Re:As long as.... by jellomizer · · Score: 5, Insightful

      The problem is the focus on grades, which is preventing us from learning.

      I had an argument a while back about this.
      Me: College Requirements for graduation should have more Advanced Math classes, as Math teaches you valuable problem solving skills.
      Education Major: Not everyone is good at Math, so they shouldn't be forced to take the classes and hurt their GPA
      Me: Well I am not good at English classes and they are hurting my GPA so I shouldn't have to take them?
      Education Major: No you need to take these classes, They offer valuable skills for understanding people and society.
      Me: But Math offers valuable problem solving skills.
      Education Major: But not everyone is good at Math. ...

      The problem is with our grading system, we reward people who already know the answers, and not on what is learned. For Liberal Arts, you many can BS their way a good grade on a paper. Approaches include a war of attrition where you give so much words that it is impossible for the grader to really grade correctly. Play to the graders ideology You can twist the topic around to support what ever cause the grader feels strongly at. It is difficult to BS in math. If the answer is correct or not, that is where the hatred of math is.

      Math isn't about working hard, it is more about doing it right. So people make mistakes and they can't make it up by just doing more. So they feel like they suck at math because where they may be an A+ student they get Cs in Math. Because Math Grading is normally very mechanical.

      However from my experience classes I got a C in are the classes I have learned the most in, the ones I got in A in was because it covered topics I already knew a lot about.

      --
      If something is so important that you feel the need to post it on the internet... It probably isn't that important.
  2. Same goes for all other skills by mwvdlee · · Score: 5, Insightful

    There are plenty of good arguments to be made for moving the math curiculum to statistics, combinatorics and other areas, but "making more people pass the exam" isn't one of them.

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    1. Re:Same goes for all other skills by chispito · · Score: 3, Insightful

      There are plenty of good arguments to be made for moving the math curiculum to statistics, combinatorics and other areas, but "making more people pass the exam" isn't one of them.

      It is if your job is to "improve education."

      --
      The Daddy casts sleep on the Baby. The Baby resists!
    2. Re:Same goes for all other skills by pr0nbot · · Score: 3, Insightful

      Up to a certain age, I'd say education is about giving kids a good all-round level of knowledge.

      If it turned out that in my Perfect Education System, the class requiring students to learn to juggle 19 balls was causing a lot of people to drop out, I might reflect on whether it's really a necessary skill for most people. That seems to be the spirit of the story.

      On a related matter, I do often reflect how much more useful it would have been for me to learn to cook, tile, plumb, repair electricals, etc. Sure, I can learn all that now as an adult, but equally I could read up on the Tudors or plate tectonics now if I really wanted to.

  3. I bet they will end up using a spreadsheet by jfdavis668 · · Score: 3, Insightful

    As soon as you replace a number it a calculation with a variable like cell A1, you have jumped into algebra.

  4. Okay, so it makes some Americans feel bad... by ausekilis · · Score: 5, Insightful

    So many here get their underwear riding up because they have to solve an abstract math problem?

    Okay, say we do drop Algebra and higher from the common curriculum. Then we're going to go even lower in the list of math rankings by country. Perhaps it's because of the way it's taught, not because of the material. I distinctly remember hating word problems because they were always so inane. "If the flag pole is 10 feet tall and the sun is at a 30 degree angle, how long is the shadow?". I also remember having the teacher assign 50 problems in one night (2 through 100, evens only since the answers to odds were in the back of the book). Now, with this common core nonsense (no idiot left behind), we are just cramming more of this crap down kids throats.

    What was lacking for me was the true application. I hated math growing up, and ended up being an engineer. It wasn't until I started to realize the cool things I could do that required math, such as tinkering in OpenGL, that I really started to latch on to it.

    I'm curious, how is it taught in other countries that routinely get higher rankings in math/science? Is it a matter of teaching? a matter of culture? How do the Japanese view math? The Germans? Chinese?

    1. Re:Okay, so it makes some Americans feel bad... by arth1 · · Score: 5, Insightful

      distinctly remember hating word problems because they were always so inane. "If the flag pole is 10 feet tall and the sun is at a 30 degree angle, how long is the shadow?"

      Those are the best kind of problems, because they test understanding. Using those instead of rote formulas is what other countries do and is one reason why they score so well.

      In your example case, it's not about whether you use the "right" formula, but whether you apply your knowledge to get a correct answer.

      The thought process could go something like:
      The flag pole, ground shadow and line from the end of the ground shadow to the top of the pole forms a triangle. The pole is 10', and the angle at the end of the shadow is 30 degrees.
      sine(30) is 0.5[*], so the flag pole height is half of the hypotenuse (distance between end of shadow and top of pole). So the hypotenuse is 20'. The cosine of 30 degrees is about 0.866[*], so the ground shadow will be about 0.866 times 20, or about 17.3'
      (Or alternatively, if not remembering what a cosine is, deduce that the opposite angle must be 60 degrees, and use sine(60) instead)
      Then the litmus test - does the answer seem reasonable? 30 degrees is the sun being rather low, so shadows are long. It seems reasonable that the shadow is almost twice as long as the height of the pole.
      No x, y, z needed. By all means, use them, but you should be able to calculate stuff like this in your head, at least to get an approximate answer.
      That's where we fail - our students memorize, they don't *understand*, so they can't apply the knowledge to real life. So you end up with ramps that are too steep for a wheelchair, or extend into the street, because someone didn't understand simple trig.

      [*] At least the 30/45/60 degree sines should be memorized, because they crop up so often. Much like pi and the square root of two, knowing the first couple of decimals comes in very handy. But even if you don't, there are sine tables, slide rules, calculators and computers.

  5. School isn't job training by jbmartin6 · · Score: 5, Insightful

    It only works if one assumes that this level of school is merely job training. Some could argue that education is about broadening knowledge and exercising the brain, not just 'how am I going to use this in real life?'

    --
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    1. Re:School isn't job training by Anonymous Coward · · Score: 2, Insightful

      Job training is something you do at your job.
      If you're going to university with the mentality that once you get out you know everything there is to know about your prospective job, you will be in for a rude awakening. At best you will have some idea of where to find information. Maybe if you specifically find some job that requires you to calculate the exact terminating resistance needed to prevent reflection for some non-standard cable that will be the case.
      But if job training is what you want, you're better off going to work straight away.

    2. Re:School isn't job training by jenningsthecat · · Score: 4, Insightful

      Granted, modern education is too expensive to devote solely to mind broadening educational pursuit for its own sake (for most).

      I agree one hundred percent. And I would ask "Why is it so expensive?". The professors I know don't make all that much money. Yes, the facilities are costly, and so are up-to-date equipment, books, etc. But it still seems to me that higher education costs MUCH more than the mere cost of keeping the institutions running.

      However, that is begging the question of the purpose of education all over again. Its only a "waste of time" because the cost has skyrocketed, and that is because it is being sold as an "investment" in future income.

      Yes. And instead of being viewed as an investment in future income, it should be viewed as an investment in future society, and therefore should be more heavily subsidized by society. Perhaps in return for that societal investment, students fresh out of college of university could spend a year or two 'giving back' in some capacity that would both extend their education and ease their transition into real-world paying jobs.

      The problem is that job-training focused education actually de-values education generally by de-emphasizing exploration and discovery and stampeding students from one supposedly lucrative field to the next.

      This probably is the result of our skewed aspirational values. We either conflate 'standard of living' and 'quality of life', or we judge the former to be somehow superior and more desirable. I think the increasing corporatization of society, (and of education), is largely to blame for these attitudes.

      --
      'The Economy' is a giant Ponzi scheme whose most pitiable suckers are the youngest among us and the yet-unborn.
  6. No one needs algebra... by NReitzel · · Score: 4, Insightful

    Nobody needs algebra. There are plenty of jobs at McDonald's and algebra is just a waste.

    --

    Don't take life too seriously; it isn't permanent.

  7. While we're at it... by QuietLagoon · · Score: 4, Insightful
    ... let's remove history and literature classes as well. As an Engineer, I found those humanities-oriented subjects to be too difficult to master and I have no use for them in my engineering career now.

    .
    Why even bother having school at all. It would be a lot easier to just play throughout your childhood.

  8. Re:Difficulty? by digitig · · Score: 5, Insightful

    More to the point, how on Earth are people going to be able to do statistics without a good grasp of algebra?

    --
    Quidnam Latine loqui modo coepi?
  9. Re: Burn those algebras ladies by Anonymous Coward · · Score: 3, Insightful

    The reasoning is kind of weird. Even at the college level, statistics is extremely abstract. Statistics did not start making sense until I took it as part of my masters degree. The same is true about almost everyone I know. What you learn in the bachelor's level course is just theory, with no partial applications. What is the Poisson distribution for? When to use the Xi-squared curve?

    It's not until you get into more advanced statistics classes that things start to come together, which is the same situation as algebra and calculus. I'm a mechanical engineer and, to me, calculus is like second nature because I went through all the advanced practical courses in college. Won't the same be true for stats?

  10. I see the argument, but its deeper than just math by nimbius · · Score: 5, Insightful

    disclosure: Im a systems engineer, and have never had trouble with basic algebra.

    in the US at least, we seem to have this fever-dream mentality when it comes to education and employment. Namely, that we presume so long as everyone can "code" and learn maths, that they can one day successfully achieve gainful employment and become a productive member of the workforce to lead a meaningful life. We assume little johnny needs to code because thats what his employers want, but it couldnt be further from the truth. Most businesses want a few engineers, but they dont want to spend a lot of money on them. They want the nuts-and-bolts sorted out so that reproduceability obsoletes them and permits them to hire cheaper workers because truthfully business is a job-creator as a last resort.

    the issue we need to sort out as a nation is how we value work in general, whichs seems to have gone off the rails since the early nineties and NAFTA/CAFTA. Cooks, carpenters, welders, EMT's, and auto mechanics are all incredibly important --and in some cases in high demand -- professions for people to consider. However the pay and hours in these fields is a form of misery not seen since the old testament. You cant raise a family on any of these careers, and for some of them retirement isnt really an option. we use education as a whipping stick for these careers to insist theyre worth "less" than they really are, or at least so we can justify it to ourselves. If you want to see this self-fulfilling prophecy of underemployment in the real world, just look at the trucking industry. Perpetually understaffed, underpaid long-haul tractor-trailer drivers that get no vacation, sick leave, or retirement fund yet are in such ridiculous demand that most trucking companies like Dart or Swift will pay the driver to finish their CDL education. The demand is so high, drivers with a good record can quit a job and be hired at another in the same day.

    So, If you want to obsolete maths like algebra, I propose we obsolete the puritanical tradition of shitting on trades that dont always rely on it. And while we're at it, lets take a sobering step back and realize that not everyone needs to code to lead a fulfilling life.

    --
    Good people go to bed earlier.
  11. Everyone's a winner if the plank is low enough by ugen · · Score: 3, Insightful

    Idiocracy was not meant to be a documentary, nor a roadmap for the future.

  12. Solving the problem by ignoring the results. by lorinc · · Score: 4, Insightful

    You don't solve a problem by simply ignoring the results or breaking the measuring tool.

    Basic algebra, trigonometry and calculus are not difficult. If the students can't handle it, they are dumb, even if that doesn't please you. End of the story.

    They are dumb, and that's a problem. You're not going to solve the problem by bending reality and saying basic abstract maths are difficult and that they are not dumb. You are just ignoring the problem, which may (will) have unintended consequences in the future. Actually, if you want to solve the problem, you should invest more energy in the process that is failing. That could be more hours, less student per teacher, or researching a new pedagogy that makes the acquisition of such simple and fundamental concepts more successful. Or anything else that doesn't imply lowering the expected outcome.

    It has nothing to do with the jobs they will do in 30 years, simply because nobody can predict that. You are just promoting the race to the bottom.

  13. Re: Burn those algebras ladies by Dunbal · · Score: 5, Insightful

    What I wonder is how the dear professor intends to teach statistics without referring to the many statistical formulae which are written in - algebra.

    --
    Seven puppies were harmed during the making of this post.
  14. I actually found this funny by fyngyrz · · Score: 5, Insightful

    If imposing math reduces the number of philosophers, sports figures, and poets... I unconditionally support us becoming a lot more focused on adding math requirements.

    Sadly, I don't think it will do anything of the kind.

    But it was still amusing to read. :)

    --
    I've fallen off your lawn, and I can't get up.
    1. Re:I actually found this funny by fyngyrz · · Score: 2, Insightful

      This is also why many people live with crushing debt. They had little -- or no -- understanding of how interest works.

      A little math, a few curves... intuitive understanding of those things should lead any thinking person to run screaming from interest-bearing debt.

      In general, those of us who did understand it before lenders managed to get their hooks into us are capable of, and many are, living completely different lives from those who didn't.

      Math. It's the "big hammer."

      --
      I've fallen off your lawn, and I can't get up.
    2. Re:I actually found this funny by Dunbal · · Score: 2, Insightful

      Many people have no understanding, period. Few people realize that the % symbol indicates an exponential function. Then all sorts of allegedly smart people like politicians, economists and even finance people go around tut tutting about "low" growth rates, etc, when these are in the 5% or so range. Heck even 2% inflation scares the beejezus out of me, but (even if it were the real figure) seems perfectly acceptable to others. Even 2% is still an exponential function. In 35 years you had better be prepared to have double the amount of income you think you needed today - just to tread water. And you'll need much more than that, because the 2% is hilariously not real.

      --
      Seven puppies were harmed during the making of this post.
    3. Re:I actually found this funny by Coisiche · · Score: 2, Insightful

      but rather a combination of critical thinking courses and civics

      That is a great idea but churches would see that as being worse than teaching evolution. And then have some consideration for the poor politicians... how on earth could they mislead an electorate versed in critical thinking.

    4. Re:I actually found this funny by AntronArgaiv · · Score: 5, Insightful

      "Few people realize that the % symbol indicates an exponential function."

      It does not. The % symbol indicates that the number preceding it is the numerator of a fraction whose denominator is 100.
      Percentages are often used in situations involving compound interest, which IS an exponential function with time,
      but that's not what the % symbol represents.

    5. Re:I actually found this funny by nintendoeats · · Score: 3, Insightful

      As a person with a philosophy degre, I feel professionally obliged to remind you that all mathematics and science...in effect all of human progress...are simply branches of philosophy which eventually became specialized enough and developed enough axioms to seperate themselves. Science was once known as natural philosphy, Turing's "Computing Machinery and Intelligence" whcih essentially defined the computer is a pure philisophical work and Bertrand Russel is dually one of the great mathematicians and philosophers of the 20th century. Any time before 1600 if you asked anybody who engaged with scientific or mathematical problems what they were doing, I give you much better than even odds that they would have said "philosophy".

      I am NOT saying that people should rush out and get philosophy degrees (not on their own at least, it's a great double major). However, if STEM graduates would consider how much funding philosophy departments get against what we have given the species,they might consider refraining from kicking us.

    6. Re:I actually found this funny by demonlapin · · Score: 3, Insightful

      I took a class my senior year of high school just for fun. It was called "Finite and Discrete Mathematics", taught by a Case grad (from before the merger with WRU, and don't screw that distinction up). There were two groups of people in the class - about half were filling a math requirement, about half were also taking calculus at the time and thought of it as an interesting elective.

      We covered probability, statistics, formal logic, set theory... it was absolutely glorious. And almost none of it really needed anything beyond Algebra I and an inquisitive mind. My mom called me once when I was in college and asked how to take a square root in a spreadsheet... and I asked "ah, finding standard deviations, are we?" Instant "how-the-hell-did-you-know-that" moment. Probably the best class I have ever taken at any level of education. Made doing all of those things in college a thousand times simpler because I already knew the basics and didn't have to climb a big learning curve.

  15. Maybe the problem.... by Dcnjoe60 · · Score: 3, Insightful

    Maybe the problem is with how it is taught? Back in the day, high school math teachers tended to have a degree in mathematics (and biology in biology and chemistry in chemistry, etc.). Then in the 1970s this notion of certifying teachers came into being. With certification you were taught many things, like classroom management, child psychology, etc., but no longer was being a math or science teacher based on a demonstrated knowledge of the subject matter.

    For anecdotal evidence, I had an excellent organic chemistry teacher in high school. When my state passed new teacher certification rules, she was grandfathered in (or would that be grandmothered?). She often quipped that since she didn't have a certificate, it made no sense that she could teach us as freshman in college, but not seniors in high school. BTW, she finished her dissertation the year after I graduated and continued teaching in high school, without a certificate for an additional 20 years.

    Anecdote #2. I have a very good friend who is now a retired teacher. Math was her worst subject. However, the school system needed somebody to teach junior high math and she had a teaching certificate, so that is what she was hired to do. She would often say how grateful she was for the instructor's guide for the lesson plans, because without it she would be lost.

    In short, if you want kids to learn math and science, they need teachers that know math and science. My wife is a teacher, so I type this with some trepidation, but maybe instead of dumbing down the subject matter taught to students, we should quit dumbing down the requirements to teach them in the first place. If you want kids to learn, then need teachers who have mastered the subject matter.

  16. Re:Difficulty? by Anonymous Coward · · Score: 5, Insightful

    Forget algebra, how can you teach stats to someone with zero exposure to calculus? Probability theory can't be described without limits and infinite summations, i.e. you can't comprehend it without calculus.

  17. Re:Difficulty? by vtcodger · · Score: 5, Insightful

    AFAICS, most people who think they understand statistics don't. What they understand is how to apply some rote rules to data that all too often shouldn't have those particular rules used on it. If we're going teach anything in that domain a survey of probability would likely be a lot more useful.

    It's been half a century and perhaps I misremember, but I think a course built around Darrell Huff's "How To Lie With Statistics" might be a lot more useful to most High School Students than a standard mathematical treatment. And it'd certainly be a lot less mind-numbing.

    --
    You can't see ANYTHING from a car, You've got to get out of the goddamned contraption and walk...Edward Abbey
  18. Re:Robert Heinlein said it best... by fyngyrz · · Score: 3, Insightful

    I took algebra in high school and a single stats course for one of my bachelors yet never use any of it in daily life.

    Your understanding of daily life is no doubt better, though. You understand, probably intuitively, how things relate to one another better than you would without having been walked through these windows on the world.

    I won't go as far as the offered snippet does, but I am pretty confident that the more math you know, the more likely you are to gain an improved understanding of the world around you. I think that's entirely a good thing.

    Same thing for the scientific method. I'm not too worried about how much data you know about any one area of scientific endeavor, but if you actually have been taught and have understood the scientific method, the world is much more of an open book to you -- because you then have an open window on objective reality. You can draw the appropriate distinction between a baseless assertion and experimentally validated results; you're a lot less likely to be taken in by various scams, religions, and superstitions.

    Same thing for history. It isn't about preparing to repeat the battle of Hastings. It is about developing an overview of human nature. If you have a good overview, you can be more effective for yourself, for your family, as a positive force within your society, etc. If you don't, as the old saw says, you're probably going to just be repeating mistakes, or supporting others who are repeating mistakes.

    Learning isn't just about collecting facts and learning procedures. It's about building a big picture that actually represents the world you live in. The closer you can get to that, the more effective you can be, the more your choices can actually bring you closer to your goals, the better you get at winnowing the wheat from the chaff at every level.

    Finally, learning does not have to come from schooling. You can pursue it yourself. The autodidact can easily become better informed than the person who has been through a rote process designed to fit the average student. Most people aren't really comfortable in that role, but for those who are, the world can be a truly open book.

    --
    I've fallen off your lawn, and I can't get up.
  19. Re:Difficulty? by Flavianoep · · Score: 5, Insightful

    It's also useful to detect how someone's data is misrepresented. Can anyone lie with statistics to a statistician?

    --
    Linux is for people who don't mind RTFM.
  20. Re:Difficulty? by superdude72 · · Score: 4, Insightful

    He suggests dropping Algebra II as a requirement. The first two statistics courses I took in college had only Algebra I as a prerequisite. This wasn't "statistics for poets," either, they were the same courses taken by math majors.

  21. Re: I agree.. by TheReaperD · · Score: 3, Insightful

    I don't know. Several more Hunter S. Thompsons could be fun.

    --
    "Be particularly skeptical when presented with evidence confirming what you already believe." -
  22. Re:Ban math by Pseudonymous+Powers · · Score: 5, Insightful

    We could ask the Chinese. They likely designed and built the thing.

    Great idea. In fact, I think you've hit upon a workable solution for this whole issue:

    "Thanks, Mr. Chin, you're a lifesaver. That thing was shining in my eyes all night and keeping me cold all winter. Hey, while I've got you on the phone, can you help us a little with our space program? It's like, all "polly-nomials" and stuff. It's so stupid, I don't see why we have to learn this shit. I'm like, I just want to go to Mars--I don't need to hear about, like, Pythagoras or Edison or whatever. I mean, I've got plenty of street-smarts. And I've got people skills. That's what's really important."

  23. Re:Robert Heinlein said it best... by stanjo74 · · Score: 3, Insightful

    Where are those mathematicians who wear shoes, bathe and keep a tidy house? This hasn't been my observation.

  24. Re:Logic? by UnknownSoldier · · Score: 3, Insightful

    > But learning how to think, and solve problems is important.

    Concur 100% as does Paul Lockhart's A Mathematician's Lament agree with you: (I've included an exert)

    The first thing to understand is that mathematics is an art. The difference between math and
    the other arts, such as music and painting, is that our culture does not recognize it as such.
    Everyone understands that poets, painters, and musicians create works of art, and are expressing
    themselves in word, image, and sound. In fact, our society is rather generous when it comes to
    creative expression; architects, chefs, and even television directors are considered to be working
    artists. So why not mathematicians?

    Part of the problem is that nobody has the faintest idea what it is that mathematicians do.
    The common perception seems to be that mathematicians are somehow connected with
    science -- perhaps they help the scientists with their formulas, or feed big numbers into
    computers for some reason or other. There is no question that if the world had to be divided into
    the "poetic dreamers" and the "rational thinkers" most people would place mathematicians in the
    latter category

    By concentrating on what, and leaving out why, mathematics is reduced to an empty shell.
    The art is not in the "truth" but in the explanation, the argument. It is the argument itself which
    gives the truth its context, and determines what is really being said and meant. Mathematics is
    the art of explanation. If you deny students the opportunity to engage in this activity -- to pose
    their own problems, make their own conjectures and discoveries, to be wrong, to be creatively
    frustrated, to have an inspiration, and to cobble together their own explanations and proofs -- you
    deny them mathematics itself. So no, I'm not complaining about the presence of facts and
    formulas in our mathematics classes, I'm complaining about the lack of mathematics in our
    mathematics classes.

    If your art teacher were to tell you that painting is all about filling in numbered regions, you
    would know that something was wrong. The culture informs you -- there are museums and
    galleries, as well as the art in your own home. Painting is well understood by society as a
    medium of human expression. Likewise, if your science teacher tried to convince you that
    astronomy is about predicting a person's future based on their date of birth, you would know she
    was crazy -- science has seeped into the culture to such an extent that almost everyone knows
    about atoms and galaxies and laws of nature. But if your math teacher gives you the impression,
    either expressly or by default, that mathematics is about formulas and definitions and
    memorizing algorithms, who will set you straight?

    The cultural problem is a self-perpetuating monster: students learn about math from their
    teachers, and teachers learn about it from their teachers, so this lack of understanding and
    appreciation for mathematics in our culture replicates itself indefinitely. Worse, the perpetuation
    of this "pseudo-mathematics," this emphasis on the accurate yet mindless manipulation of
    symbols, creates its own culture and its own set of values. Those who have become adept at it
    derive a great deal of self-esteem from their success. The last thing they want to hear is that
    math is really about raw creativity and aesthetic sensitivity. Many a graduate student has come
    to grief when they discover, after a decade of being told they were "good at math," that in fact
    they have no real mathematical talent and are just very good at following directions. Math is not
    about following directions, it's about making new directions.