Smoking Pipes to Smoking Guns: The Deepfake

Two years ago, I wrote a post about some new technologies that were allowing video editors to create realistic videos of things that never happened. Today, we call them “Deepfakes.” I think it’s worth a re-read. In it, I argue that education–particularly arts education–is the most effective way to combat the Deepfake. After all, Deepfakes aren’t really new. We’ve been dealing with “fake news” and propaganda for hundreds of years. How would you have responded to this story from February of 1898? The U.S. went to war.

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But it did have me wondering. What do we do with a Deepfake? How should we treat some kind of shocking video or audio revelation? I don’t exactly have a checklist, but I think we need to look at scandalous revelations holistically. What else supports this shocking news? Do the facts add up? Where did the evidence come from?

The problem is (and I acknowledge that Hollywood is largely at fault for perpetuating this myth), we are obsessed with the “smoking gun.” There will be some single, irrefutable piece of evidence that proves our point and wins the day. But as I say repeatedly on this blog, movies aren’t real life. “Smoking gun” evidence rarely exists, and when it does, it’s usually not enough to prove much of anything.

Strangely, Trump’s infamous “Access Hollywood” tape offers a perfect case study for Deepfakes. Here we had a presidential candidate caught red handed saying absolutely repugnant things about women, about mothers, daughters, sisters, friends, and loved ones. The Democrats thought this was it for his campaign. They finally had hard evidence of what a narcissistic, sexist pig he was. But it didn’t matter.

Everyone already knew all of that. They knew he didn’t respect women. They knew he was vulgar. They knew he was lewd. It didn’t matter. Trump didn’t even try to deny it. He could have decried it as a Deepfake, but he didn’t need to. The smoking gun was just that, all smoke and no fire.

Is it possible for some video of dubious origin to crop up at an inopportune time in efforts to sway the public’s mind? Yes. Should the NSA stay abreast of Deepfake technology? Of course. But I think the situation is overblown. McKinley didn’t need video evidence of the Maine explosion to invade Cuba in 1898. Bush didn’t need video evidence of WMDs to invade Iraq in 2003. The question is less about what kind of evidence we have and more about what kind of sources we gather that evidence from. Keep that in mind as the conversation continues.

The Last Watch. Thankfully.

On Sunday night, HBO suckered Game of Thrones fans in for what was touted as a two-hour behind-the-scenes documentary, a glimpse into the magic of the making of Game of Thrones. I’ve seen most of the bonus features on the Game of Thrones Blu-rays. They’re well-produced and informative. This sounded like it would be a great retrospective on the series and an emotional farewell tour. Instead, HBO gave us a cloying, aimless, slice-of-life piece that ranks somewhere between a vacation slideshow and college project. 

There are plenty of behind-the-scenes shots in The Last Watch, but they completely lack context or explanation. My wife called it pretentious. “It’s like they’re saying, ‘You don’t understand what we do, and we’re not going to explain it to you.'” I agree. Hundreds of people worked on the show, but the documentary only covered a handful of crew members and none of them very well. No one from the camera, grip, electric, props, sound, video, or AD departments were interviewed. There was no story. There was no narrative (ironic for a show whose finale centers on a speech about great stories). There were some heartfelt moments, such as when makeup artist Sarah Gower explained that because both she and her husband worked on the show, neither of them were at home with her daughter. Sad? Yes. A two hour story? No.

In many ways, it felt as though these crew members had drawn short straws and were being saddled with the BTS crew because no one else wanted to talk to them. That may have been the case, but the documentary did have a way out. Andrew McClay, a background actor who played a Stark soldier for multiple seasons, seemed to love the BTS crew. He was the perfect, humanizing connection between an epic fantasy series and the audience at home. Just an average Joe trying to make a living. But the documentary failed in some very basic ways to craft that story. Can we see where Andrew lives? What did he do before GOT? How did GOT change his life? What do his friends and loved ones think of all this? With so many unanswered questions, maybe he’ll get a spinoff series…

The documentary avoided discussing creative decisions in the final season, in depth interviews with major cast members or the show’s creators, or even a broad representation of the cast. Fingers crossed, those things will appear in the Blu-ray. Last night however, we were given a voyeuristic opportunity to fawn over Emilia and Kit (or Keeeet as the Spaniards call him) and a very brief glimpse at the humanity of a very small slice of a very large crew. Not exactly the kind of documentary quality I’ve come to expect from HBO. Did it fill two hours of programming and keep some of Game of Thrones fans tuning in for another week? Yes. But it could have been so much better.

Lights, Camera, Action (Part 2)

Psychology of Lighting

Like all aspects of filmmaking, lighting has subtle, psychological effects on the audience. Knowing what these effects are and knowing how and when to use them will greatly enhance any film you make.

Low Key*: Darkly lit or low light scenes evoke a sense of mystery and danger, like this shot from The Shape of Water. 

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High Key: Brightly lit scenes like the opening of La La Land tend to be happier.

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Soft Light: Few or poorly defined shadows create a sense of fantasy. For example, I find dragons and armies of undead more realistic than the fantasy world created in Letters to Juliet.

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Hard Light & High Contrast: Well defined shadows create a grittier look like Sin City.

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Warm Colors: Orange hues can evoke warm feelings and romance.

Limitless Orange
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Cool Colors: Blue is used to create a sense of cold or uncaring.

Limitless Blue
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The previous two images are both from the movie Limitless. You’ll notice the color difference the most by looking at Bradley Cooper’s skin tone. Skin tone one of the first reference points audiences latch onto.

Other colors can be used to create a sense of unease, like something isn’t right. The Matrix, for example, was decidedly green.

matrix
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Knowing the Toolkit: Skilled cinematographers, of course, can also use these techniques ironically or to create a new meaning with juxtaposition. One example is flash photography.

Flash Photo

You get this effect by having a harsh, bright light source right next to the camera (as you would on a disposable camera or smartphone). Things close to the camera (like faces) get washed out, while the background is underexposed. It also creates harsh shadows. (Look at the distinct black line on the left side of the red coat). It looks amateurish. But if you want your project to look like it was made by amateurs, this is your ticket. Thank you, Blair Witch Project.

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One Final Thought

When you think about it, all movies, all TV shows, all video games, every viral video you watch on your phone is really a manipulation of light on a screen. The realty – the screen – remains unchanged. The meaning comes from your mind’s interpretation of that light and the story it creates. Controlling that light is the difference between staring at static and touching an audience.

 

*The “key” in “low key” and “high key” refers to the “key light” or main light source.

Lights, Camera, Action! (Part 1)

What is it with films and lighting? It’s right there, number 1 in the most cliched of all Hollywood phrases*. And if you’ve ever been on a film set, you know that the vast majority of time is spent lighting and relighting the scene. But why?

Visual Medium

At its basic level, film (and the modern equivalent of digital video) is actually a way of recording and preserving light. So while we think of films as epic stories with huge budgets and special effects, it’s really a specific kind of recording device. On a technical level, you could compare film to taking a plaster impression of an animal print or recording tremors with a seismograph.

person holding camera film
Photo by Luriko Yamaguchi on Pexels.com

For those of you old enough to remember developing photos from 35mm film, this is “film” at its most basic. Photons bounce off an object, are focused by a lens onto the film, activate photo-reactive chemicals, and leave an impression. The film is then developed into a negative, and the negative is used to produce the positive picture.

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The thing is, that 35 mm film from your disposable CVS camera is actually the same film used in movie cameras and was essentially unchanged for 100 years. Today, the process is digital, but essentially your iPhone and a professional movie camera work the same way. And it’s all about capturing light. 

What are we waiting on?

So why does it take so long to light a film set? There’s a problem between seeing and seeing. Your brain plays probably about the same role in sight as your eyes. Yes, your eyes perceive light, but your brain needs to decide what to focus on (literally and figuratively). In addition to actual focal distance, it must determine proportion, patterns, colors, shapes, and movement. Are you looking at a cat or a lion? Or a toy lion? Or a picture of a lion? 

Our brains concentrate on only one small part of what we actually see. But when a filmmaker sits you in a darkened room and projects an image 30 feet tall and 100 feet wide, they need to direct your attention. They have to be sure what they are showing you is more interesting than the exit sign in the corner of the theater or that weird haircut on the guy two rows in front of you.

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Just to be clear, your director of photography and the camera are taking the place of the two most complex organs in the human body. This involves framing shots appropriately, dressing and costuming appropriately, and making sure the correct subject matter is in focus. And it also involves a LOT of lighting. 

Consider this shot from Citizen Kane.

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It’s both simple and incredibly effective. The main sources of light come from the back of the room, creating a hard silhouette of both subjects. They are both easy to see while also being obscured. The light beams add a sense of depth, while the desk lamp fills in some of the void. That way we aren’t merely looking at silhouettes.

This shot required critical placement of the lights, camera, and actors. The lights had to be focused and balanced in intensity so the desk wasn’t too dark or the beams too bright. Smoke or fog played a critical role in creating those beams, too.

Physics of Photography

Whether you’re taking photos at a wedding or shooting a film for Spielberg, everyone’s playing by the same rules. Light and film have certain properties and limitations. A lot of cinematography is understanding these limitations and finding a way to get the look you want with the tools you have.

Concentrate! 

There can be a lot of stuff in a scene: actors, props, sets. How does your audience know where to look? Light, of course. Here’s a very messy photo from my office.

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Now where did I leave that fine point black Sharpie? When I change the lighting, it’s a little easier to see. sharpie

Exposure

Ever had an annoying camper shine a flashlight in your eyes in the middle of the night? First, it’s painfully bright. Then it takes your eyes a few seconds to readjust to the darkness. Your irises make minor adjustments constantly, and because it happens so fast, you don’t usually notice. What happens if you’re filming a scene that includes very bright and very dark parts?

Here, Phillies Bear and Phanatic Pillow Pet are very excited to watch the Phillies (currently number 1 in the NL East!), but the problem is, the window behind them is grossly overexposed.

Philly overexposed

If we set the exposure for outside, it looks like they are sitting in a black hole.

underexposed

The solution is to add light inside the room or take light away outside (most likely by putting filters on the windows). Either way, it’s going to involve some lighting.

Inverse Square

The intensity of lights decreases as you get further away. Not by a little, but by a LOT. In fact, light follows the inverse square law. That means if you double the distance between your subject and your light source, but want to keep the same light intensity, you need to quadruple your lighting power. Bigger shot? More lights.

How many lights did it take to illuminate this post-apocalyptic set from Bladerunner: 2049?

 

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Well, start counting.

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You’re out of your depth. 

Lighting adds a sense of depth to a scene. After all, we see in three dimensions, but movie screens are flat. If there were no depth, everything would look like a cartoon. In the shot from Bladerunner: 2049, you can see the silhouette in the foreground, our actor in the middle distance, and hazy ruins in the background.

This shot from The Third Man, shows the depth of a tunnel. Even as a still frame, you get a sense of the dimension.

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Check out this image source for a great post about depth with lighting

Today, many movies are shot in 3D, but lighting still plays a critical role in creating the space for a scene.

Next Time…

That covers some of the technical hurdles that go into lighting a scene. In the next post, I’ll cover some of the other things a director of photography considers on a set.

 

*The phrase “lights, camera, action” was probably never used to get a film crew rolling. Even today, lights take a while to warm up. There is also some dispute about the origin of the phrase. In reality, the dialogue before a take goes something like this:

1st Assistant Director: “Let’s roll.”

Production Assistants: “ROLLING!”

Sound department: “Sound speeds.”

2nd Assistant Cameraman: “101 take 1. A mark.” (Hits slate.)

Camera Operator: “Set.”

1st Assistant Director: “And… Action.”

We Aren’t Curing Cancer

Film sets can be dangerous places. There’s heavy equipment, high voltage, and people working 70 or more hours a week. Every day, we do our best to work safely and return home to our families, but as a new person on a film set, it’s important to stand up for yourself and your safety. More importantly, it’s incumbent on department heads, production managers, and producers to look after their crews. A film set isn’t different than other kinds of work. A producer is the same as a business owner, a foreman, or a school principal. It’s your job to make sure your employees are safe.

Strangely, people get very worked up about trying to get some particular shot before the sun sets even though they don’t have the right gear or the manpower or the permits to do it. They act as though it’s going to win the war or cure cancer, but it’s not. We’re just making movies. Don’t let the pressure get to you.

The reason I’m writing this now is that a friend of mine from high school died recently in a driving accident. He did not work in the film industry, but he had been driving an Isuzu cab-over box truck — a truck that was identical to one I had driven for years as a production assistant.

It takes some skill to drive a truck. They do not stop quickly. They take wide turns. They have poor sight lines. But for some reason, production managers will often assign the job of driving a production truck to a recent college grad without any training. The first time I drove a truck for work, someone threw the keys at me and said, “You know how to drive a truck, right?”

Fortunately, I’d had some experience helping friends move, and I knew enough to take my time and watch my overhead clearance. After some time, I carved out a niche as a “truck PA.” I knew how to load a truck. I knew all of the common stops in New York, which tunnels you could use, what roads had low bridges, and what the Federal Motor Carrier Safety Administration requirements were. And because of my added experience and responsibility, I asked for a higher rate.

Most producers paid it. Some did not. They asked if I could recommend other drivers that would work at a lower rate. I refused. They hired people with no experience and they ended up paying for it in other ways.

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The people involved in these accidents were okay, but they should never have been put in those positions in the first place. We are only making movies. Don’t put your crew in dangerous situations. Don’t put yourself in dangerous situations. It’s going to be okay. Take your time. Be safe. And get home to your family.

See My Vest

I have trouble keeping my pants on.

And I’m not alone.

It’s really a physics issue. Gravity pulls down, but belts pull in. Freakonomics actually did an episode about this a while back. If you, like me, are required to carry around work tools, this can be a serious problem. (Things are about to get a little specific and wonky, but if you want to learn about filmmaking gear, vests, and my own persnicketiness, read on!)

The Things They Carried

This is my regular complement of work tools.

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All told, you’re looking at 3 pounds, 5.7 ounces. And that doesn’t include the cell phone, car keys, etc.

The first thing I did was try to minimize weight. If you have to carry wrenches around, here are two big (or small?) recommendations. First is the Neiko Mini Ratchet. It does require you purchasing 3/16″ hex bits, and I’d recommend putting a drop of glue on the end to be sure they don’t pop out.

Then there’s the Lobtex lightweight adjustable wrench. Besides being incredibly light, this wrench opens up to an inch, so you can still use it on cheeseboroughs. Those little changes saved me just over a pound. Look at the difference!

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You do sacrifice some leverage, but it hasn’t been an issue yet.

Strangely, the lightest 25′ tape measure I’ve found just so happens to be my old Stanley at about 13 ounces. I have yet to find a lighter one, and many of the weights listed on Amazon are wrong.

Okay, great. But there’s still the problem of where to keep everything.

The Kangaroo

Most crew members carry various kinds of pouches, sometimes on a second belt. But that really doesn’t solve the gravity problem since you’re still pulling in against something that is pulling down.

 

combo-tool-pouch

(https://vipproductionnw.com/product/setwear-combo-tool-pouch/)

Suspenders

On very rare occasions, I’ve seen people wear suspenders on set. Yeah. Very rare…

The Holster

So then there was the walkie holster. A more common one is the “X-Wing Fighter Command” style.

womp rat

(https://www.pnta.com/scenic/tools/dirty-rigger-led-chest-rig/)

Which does kind of work if you aren’t worried about carrying easily scratched, expensive television monitors and looking like you need to shoot some womp rats.

Someone introduced me to the cop holster, which is either really cool or looks a bit like a training bra.

ush-300l-bus-suit-front views-med-300 dpi

(https://www.holsterguy.com/USH-300L-Bus-Suit-Front%20Views-Med-300%20dpi.html)

But then there was the bigger problem of finding space for all of my tools, which brings me to…

The Vest

I was basically looking for something that had vertical pockets and didn’t look too much like I was goin’ fishin’.

fishing vest

(https://www.dickssportinggoods.com/p/field-stream-mens-mesh-back-fishing-vest-17fnsmfsmshbckfshapv/17fnsmfsmshbckfshapv)

First stop: Carhatt. ($60-$65)

carhartt

(https://www.sheplers.com/carhartt-mens-sandstone-mock-neck-vest-/2000212640.html)

Nice, sturdy vest from a trusted brand. And reasonably priced, too. Strangely, has hand pockets, not vertical pockets, so your tools fall out if you sit down.

Second stop: Duluth. (Clearance $50. Reg. $80)

duluth

(https://www.duluthtrading.com/mens-iron-range-fire-hose-lined-vest-14002.html?cgid=mens-outerwear-vests&dwvar_14002_color=COF#start=2&cgid=mens-outerwear-vests)

Here, we have a winner. Vertical pockets (somewhat) reasonable price. Thick cotton to resist tears and fire. Great success. Unless you’re working on a stage next to a heating duct… (Also, I notice that it’s on clearance, so I’m not sure what will be available in the future.)

Third stop: Chinese vest. ($30-$40)

chinese

(https://www.amazon.com/gp/product/B074Z5RWRD/ref=ppx_yo_dt_b_asin_title_o03__o00_s00?ie=UTF8&psc=1)

Capitalism, even in its communist form, has a way of funneling things down to “good enough.” There are a handful of these vests sold by different companies, but I have the deep suspicion that they’re all made in the same place.

Anywho, if you’re on Amazon and see a vest with vertical pockets that’s only $30, you’re like, well, why not? Sure it has a sticker on it that reads “Fashion Style” and I had to order three different sizes because no one can just write a chest size on the product, but it’s only $30. Well, after a week of wearing it, one of the buttons popped right off. Then I noticed that the inside pockets weren’t actually stitched into the vest… So, I’d avoid this one.

Fourth stop: Fjallraven. ($135)

fjalraven

(https://varuste.net/en/Fjällräven+Reporter+Lite+Vest?_tu=55763)

This had the lightness of the Chinese vest combined with the durability of Duluth, and, of course, Swedish style. And a price tag to match. It did not, however, require allen wrenches to assemble. Plenty of vertical pockets to keep the tools from falling out (with snaps, not velcro). Sadly, it is rather expensive, but hopefully it will last a long time. I would certainly keep your eyes open for sales.

But now, success at last. I don’t have to worry about my pants falling off. It’s very easy to shed all of that weight at the end of the day (Just take the vest off), and you can even sit on a toilet without getting all tangled up in your walkie talkie cables. There you have it.

Cold weather: Duluth.
Warm weather: Fjallraven.

And as your reward for dealing with all of that, enjoy this:

 

The Rules

You’ve probably come across a variety of blogs, books, and gurus who insist there are “rules” for writing a screenplay. (Maybe you’ve even read something to that effect on this very blog.) But are there really? Is there a secret formula for success? Well, yes… and no. Depends on who you ask. But maybe this is a better way to explain it. 

An Analogy

Here’s one way to look at it. Screenwriting is like building a house. There are some generally agreed upon “rules” for houses: protection from the elements is a must. Generally a door to keep you and your stuff safe. Probably indoor plumbing and electricity. Bathroom and kitchen to make this a full service abode. Hopefully a window or two but otherwise…

The thing is, doors, electricity, and plumbing have rules. Doors need to be appropriately framed with headers. There are physical limitations to what you can do with electricity as well as safety precautions. Water flows downhill. If you want your sinks to drain and your toilet to flush, you’re going to have to install your plumbing correctly. 

None of this has any bearing on the number or size of the bathrooms. None of it affects the shape of the house or the material you use. But there are definitely trends because some things are more effective or more efficient than others. 

You have cheap houses for the masses. 

Levittown-2

(Image via: http://longisland.mamasnetwork.com/2012/04/levittown-history/)

You have artistic houses for creative folks. 

wing house

(Image via: https://davidhertzfaia.com/747-wing-house/)

You have rustic retreats. 

cabin

(Image via: https://www.vrbo.com/335812)

And ostentatious abodes. 

mansion

(Image via: http://www.mainlinetoday.com/Main-Line-Today/April-2015/The-Main-Lines-30-Most-Expensive-Homes/)

Point is: they’re all houses. They all meet the same basic requirements while expressing the art and lifestyle of the builder and the inhabitants. 

Screenplays are similar, and many screenwriters will describe themselves more as craftsmen than artists. Yes, you need a creative mind, but you also need to know when to use a hammer and when to use a saw. Similarly, screenwriters need to be adept at understanding “the immutable laws of screenplay physics” as Blake Snyder calls them. Is your comic relief effective or overpowering? Does the story drag because the protagonist’s obstacles are episodic rather than escalating? Does the dialogue feel wooden because there is no subtext? Or maybe there’s no sense of urgency because your script violates the unity of time. 

Or maybe your script feels cliched and predictable because it  follows the rules a bit too closely. (This would be the home building equivalent of a stamped out, mass production condo.)

condos

(Image via: https://njcooperator.com/article/uniformity-in-condo-design/full)

And this is the final important thing to remember about the rules. Rules are meant to be broken. 

Below are 2 examples of VERY successful movies that very clearly break screenwriting “rules.” I don’t care how much you want to bend the rules or try to contort things so they fit into some mold in a bizarro world. These are generally bad screenwriting choices, and yet, nobody cares. 

Your Protagonist is not active enough. 

Your protagonist should drive the story. Their decisions and actions push the movie forward. That’s why they’re the protagonist. Blake Snyder calls this “The Hero Leads.” And if your hero is just some schmuck who gets dragged from place to place like a cosmic lump on a log, Snyder calls him “Johnny Entropy.” But I have another name: Ebenezer Scrooge. Scrooge has probably gotten the most mileage out of doing the least work of any protagonist ever. Wikipedia lists 20 film adaptations of Dickens’ A Christmas Carol and more than two dozen TV adaptations or episodes. But what does Scrooge actually do with all this screen time? Nothing. Absolutely nothing. 

scrooge 1

(I guess that’s why he’s in his pajamas for the whole thing. Image via: https://www.falter.at/the-vienna-review/2007/savoring-scrooge)

Marley, not Scrooge initiates the Christmas hijinx.  Then the ghosts of Christmas past, present, and future drag Scrooge on a time bending whirlwind. But apart from some tepid protests, Scrooge just goes along for the ride. Yes, at the end, Scrooge makes one massive 180 degree turn and starts giving his money away. But for the other 80 minutes of screen time, he’s as passive as Mr. Entropy himself. 

The thing is, nobody cares. Since his creation 175 years ago, the audience has loved Scrooge’s largely unearned transformation from miser into philanthropist. And every ten years or so, a new production company capitalizes on Scrooge’s ability to do nothing and make cash. Do you always need an active protagonist? Well…

scrooge 2

(Image via: https://www.disneyclips.com/imagesnewb/ducktales.html)

Hook ‘em in the first 15 pages

It’s important to hook your audience in the beginning of your script. Fifteen to twenty pages/minutes is a good rule of thumb. It gives you some time to establish your “world” before you hit your characters with the inciting incident. And when you analyze a story, most professionals look at scripts from the perspective of the protagonist’s conscious goal. 

In Jurassic Park, a beloved, award winning, visually stunning, and financially successful film, you could make an argument for any number of main characters, but I think many people would agree that Alan Grant (Sam Neill) is the protagonist. What’s his goal? To make it out of Jurassic Park alive. Well that can only be his goal if the dinosaurs have already escaped their pens, which means the power going out is the inciting incident, which means, the inciting incident doesn’t actually happen until almost an hour into the movie! 

Hammond watch

(We don’t have eons here, Mr. Hammond. Image via: http://watchesinmovies.info/movies/jurassic-park-1993-2/)

Does that mean the power going out is the midpoint? Or should Spielberg have cut the first twenty minutes and had more screen time of Grant trying to save children from velociraptors. Or maybe you don’t always need your inciting incident in the first twenty pages. 

You could make an argument for any of those things. But the bigger point is that Jurassic Park is a great movie and that the rules are not so hard and fast as they might appear. 

As a filmmaker, it’s important to know the rules. Like a builder, you are part artist and part craftsman. The “rules” are more of a user manual than a blueprint. They’ll help you understand how a screenplay works without really telling you how to make one. So don’t cling to the rules like a Dickensian judge. Successful movies, like life, find a way. 

judge 2

(Image via: https://www.dailymail.co.uk/news/article-1167541/European-courts-powerful-says-British-judge.html)