Archis's Blog

December 26, 2010

Mythbusters’ method of derivation by first-principles

Filed under: Entertainment, Personal, Preaching, Science — Tags: , , , — archisgore @ 1:20 pm

I’m the type of person who loves deriving from first-principles and one who admires people who like to do the same. This post goes in honour (British English, people – I come from an ex-colony) of the Mythbusters.

To figure things out, to derive things when no knowledge exists is a concept that seems rare today, and yet I’m sure it was rare as far as humanity existed. It is simply observation bias that made me believe the Renaissance period was any better than today. I didn’t read about all the billion people over the world who didn’t do anything while Da Vinci was doing something. Science and Technology ‘exist’ just as a lot of other things.

Most people know things – they don’t find out things, or learn things; they just know things. I came back from a road trip an hour ago on a route that everyone knew had no places to stay or eat, and yet I stayed in warm lodgings, clean beds, and ate some of the best American food in 20 years. We know toast is made by heating bread. We know we’re supposed to go ‘ahhh’ when we eat French or Italian food, and we know bread can’t be made any other way because – well wouldn’t we know about it already? Red wine is better than White wine. Gas pumps have gas, because… they just do, don’t they? Two drinks are never dangerous for driving because I always have control.

Unfortunately, a lot of science education programs also follow this pattern. There exists the earth. It is round. We live on it. It revolves around the sun. I literally don’t know a single person (including myself) around me who can devise a simple experiment right now on the spot to test whether or not the earth is round. I went through five years of college being told Knowledge (no, not a grammatical error there, I was literally told Knowledge – as in a proper noun).

The one thing that really defines the Renaissance was the spirit of individuality and discovery. Leonardo didn’t make ‘great’ paintings, as if God had said, “Let there be a definition of great paintings that humans can aim for. There was hence a definition for what maketh paintings great.” Leonardo made paintings – they were appreciated. Others couldn’t make much better than his, and his paintings obtained value. The renaissance evolved and nurtured the process of independent thought and opinionated thinking (two things I value most.)

I wrote once before about how a process (also called a model) is what defines everything about science, and perhaps what defines science itself versus… well, lack-of-science. I can’t be more precise than that because process is all-encompassing. String theories don’t define one outcome, but define a process by which outcomes for all situations can be predicted. ‘Solutions of equations of the n’th degree’ in mathematics are really the processes used to solve any system of any number of equations with any number of variables of the n’th degree. As a child I had the opportunity to read some interesting books by 20th century scientists, and one difference I noted from modern populist writing is their emphasis on their line of reasoning, their attempts at scientific enquiry, the setbacks, the necessity for designing creative experiments to test hypothesis.

For the last three years, I’d been trying to figure out just what makes me such a mad fan of the Mythbusters, and the answer is that they are more old-school scientists than many I have met in my life in a university. Of course one does chance upon those rare inquisitive individuals who want to know, but they are few and far apart. I must say that the Mythbusters remind me of some of the influential people from my past who made me who I am today – people who genuinely wanted to find out. I will put this out there – Adam and Jamie are two of the very best science teachers that exist on earth today, and the reason is precisely because they are not scientists (while that’s clearly not true, we’ll go by their claim for now.)

They love to discover. They love to figure out. Sure, you’d say, why figure out what’s already known? If you really just said that, then you don’t know squat! :-) To design an experiment to test a hypothesis is a complex task, heck there’s a whole specialization one can study in design of experimentation. Designing an experiment for a theory that cannot be easily tested rarely happens through dreams, no matter how much we want to believe that that’s how we’ll get rich some day. It comes through practice. Let’s be honest, half the things Adam and Jamie test are not known – sure we can make an educated guess at them, but we don’t know them do we? Chickens are not spheres with point mass.

The Mythbusters teach true, pure science, while selflessly claiming they’re not scientists. They derive from first-principles. Instead of assuming chickens are spheres of point-mass, they start with chickens as chickens, and spherical-masses as spherical-masses. If the two being shot out of a cannon demonstrate the same result, Adam goes, “Hmm… Jamie, what if we replaced our chickens with small spherical balls?” (such a thing has not really happened on the show, I made that up.) This casual remark teaches tons more science than all of high-school physics put together. It demonstrates how generalizations come to be in the first place. What the phrase, ‘without loss of generality’ means. What substitutions are allowed. How experiments must be broken down. How do you discover theory in the first place?

Deriving from basics is one of the key overlooked abilities of this decade. Yes, we know the earth is round. We know we can go in space and figure it out. We also know that some ancients figured it out long ago. Most readers of this blog, I’m sure, are at least self-styled techies who are ‘in the know’ about all things technology. I doubt there’s anyone who can come up with an experiment to test the veracity of that hypothesis right now without leaving this page. That’s the kind of stuff the Mythbusters do daily. Some of the tests they are asked to conduct are impossible to imagine being tested. It is like a classic Sherlock Holmes mystery – when you know the answer, it’s obvious, it couldn’t have been anyone else! I’ve been racking my own brains for the last hour trying to figure out how, given that I don’t even know what “The earth” is, I would attempt to figure out its shape. I’ve had formal education in high-school physics.

They also follow a pre-declared results-based experimentation process. A lot of experiments in my high-school physics were dead-on in conclusions, but they never defined what a set of outcomes would have implied before the results were described. The Mythbusters approach is truly scientific. They would first ask: Why do you decide that you want to put an Apple in liquid nitrogen? Then they would define what each outcome would imply: Suppose it were to come out soft, what would that tell us? Suppose it were to come out hard, what would that tell us?

Objectivity is very hard to learn – and is a constant struggle. We all hope our very first outcome is favourable, and it rarely is. Data is manipulated, conclusions are creatively worded, because the results don’t quite imply what we expect them do. The Mythbusters are not afraid to fail, but heck, they love to fail! Almost every other episode they are proven wrong. They love it! It doesn’t get any purer science than that!

If today’s kids are going to break new barriers, then they must have the ability to derive from first-principles – from the very basic axioms. This however, must be done without compromising clear and hard science. Plenty of out-of-the-box thinkers who promote unlearning what universities teach, get too carried away in philosophy, spirituality or just plain stupidity. Deriving from first-principles never causes you to unlearn what you have learnt, but rather causes you to conform what you have learnt. If you were to put an apple in liquid nitrogen, no matter how out-of-the-box you are, it must have the same results as anyone else doing it. If not, you’ve hit upon something and must find out why.

I’m glad the President Obama recognized such brilliant men who love to discover and figure out. It is heartening to see them teaching principles of science (and I know secretly that they too know they are following the scientific method) without making it ‘science’. Under the casual tone of ‘obvious necessary steps’, they are secretly teaching some very fundamental methods of scientific enquiry that took me years to learn.

EDIT: Some people just asked me, why this is important. We come across people treating simple problems as if they were obstacles created by God, or treating solutions as if they just came into existence of their own accord, without appreciating that there was some human being who developed that solution. If one cannot appreciate that, then one can never look at current problems as solvable, since they inevitably ‘exist’. Brings to me frightful visions of the Eloi.

July 19, 2008

The lost art of just plain good story-telling!

Filed under: Uncategorized — Tags: , , , , , , , , — archisgore @ 12:24 pm

This entry began as a review for The Dark Night, but then I decided people don’t need any more of those. Instead, think of this as a personal take on what makes TDK so different from all the average-joe common movies. We know it’s awesome, we know it’s cool, but we just can’t articulate it. Thankfully, Star Wars fans over the years have articulated what makes SW so great and why we love it so much. It’s not complex(read: pretentious, stupid) concepts like “depth” (commonly portrayed by two characters staring at each other stupidly on screen, or lame long-drawn monologues), or “art” (which means lame complicated dialogues that add no value to the narrative whatsoever – Matrix Reloaded/Revolutions), that made Star Wars (disregard the prequels) so great, it’s plain simple good storytelling. Just think back on the last movie you really loved watching – did you love it because it had a gzillion CG orcs being killed by a gzillion CG elfs/humans? Or did you love it because it told you a good story?

Please don’t confuse “good storytelling” with having “a good story”. The two are orthogonal in nature, but having both only makes the movie all that much better. Books and movies are two different mediums, and simply picking up the linear narrative of the book into a movie doesn’t make a good movie (as a matter of fact, some of the most exciting books don’t have a linear narrative – Count Dracula being my favourite example). When you have a “motion picture” as your medium, then I expect you to take full advantage of that medium in telling the story. Sure, transcribing a book into a movie does get viewers… sometimes… due to the book’s original appeal (aside from the fact that a five-year-old could do it better). Sometimes not – look at how Prince Caspian got a lukewarm response in the box office due to the Hollywoodization! The Lion, The Witch and The Wardrobe was a movie known and expected only by Narnia book fans. It followed the book precisely and it was a hit. Prince Caspian tried to attract an audience who had never been exposed to the books – nobody cared! Almost every person I watched Prince Caspian with would poke me every half-hour and exclaim, “Holy Shit! This is Lord of the Rings! And a lame copy at that.” I swear – I’m not making this up.

Good story-telling isn’t rocket science. Look amongst your family/friends/acquaintaces and you’ll find that some people can tell a story so that people want to hear it. When they speak, they captivate their audience. They can take the simplest of incidences and turn it into a mesmerizing story. How many of us have bought iCrap because of a mesmerizing storyteller?There are lots of components to what makes a story captivating – and the most important one being imagination. Lots of blogs are praising TDK for it’s lack of origins-of-the-joker-story and you know why? Because it leaves things to your imagination. The audience is actively involved in the story – trying to piece together the joker’s character – trying to figure him out (and all the while Batman on screen is trying to do the same). It sort of puts you “on par” with the movie’s characters leading to an intense involvement in the story. The best storytellers of old have always been those who have inspired us to imagine. Heck, even Star Trek fans will acknowledge that behind all the Klingon, and Federation Technology that they claim to admire, the real reason we all love it is because it tells us stories about our potential and inspires us to believe in a better future.

The Dark Knight is a movie that reestablishes your faith in Hollywood and in the film-making community as a whole. There really are some few people in the world who still know how to make good movies. I think it’s a historic achievement to reach IMDB #4 spot on opening night (yes, above Star Wars!) and last I checked, it was IMDB #1 just after the weekend. It’s broken every record there was to break (except highest grossing saturday, apparently, which still remains with Spidey 3.)

Not to mention, the movie takes a lot of story-telling risks. Many situations in the movie don’t have “obvious outcomes” like most of the conventional Spider/Super/<name-your-own>man movies. It’s not the standard three-act arc of introducing the hero, hero suffers minor setback due to underestimated villian, hero comes back with “potential” or “love” or “friendship” or <insert-your-favourite-virtue-here> and kicks villian-ass. TDK has no stupid explosions, and no idiotic climax for the sake of it. If anything, those watching TDK for action are going to find the ending anti-climatic, while those who watch it for the characterization, are going to love it!

We see Bruce Wayne’s convictions towards Batman change over the course of the movie. We see his purpose for becoming Batman change. This was lightly attempted in Batman Forever by Joel Schumacher, but the irritating movie failed to highlight it (Val Kilmer’s famous words, “I’m both Bruce Wayne and Batman, not because I have to be, but because I choose to be.“) We see Bruce realising the purpose of Batman – in the first movie to rid Gotham of criminals (and we have to admit partly to make up for the guilt/shame he feels from his last encounter with Rachel Dawes), in the beginning of TDK for more or less altruistic reasons, towards the middle of TDK because he needs to be, and at the end, because he realises it’s a choice that he has to make. He’s Batman because he chooses to be – because he can – and therefore he can choose to make Batman whatever he wants Batman to be. If Batman needs to be a criminal, it’s as simple as or as difficult as making a simple choice (while sparing us the irritating “artistic” dialogue from the Matrix movies).

Finally, we also get a movie where the hero loses his loved one and will perhaps never know that she was never his to begin with (or rather towards the end). We know what will keep him driving – for vengence. Finally a movie where the climax actually involved Batman doing something for Gotham, instead of saving a stupid damsel-in-distress. A movie that focusses on crime-fighting for once – instead of fighting for some stupid dumb hot chick.

All in all, the movie has depth due to the characterization, and the story, and the way the story is being told. There are no long-drawn dialogues. There are no pointless shots of Batman standing on top of a building (well, there is one – but that’s okay – what Batman movie would be complete without Batman standing there with his cape impressively fluttering in the wind and symbolically as well as literally “watching over all of Gotham”?)

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