Category Archives: Football

Humans without Vulnerability

Every good story is, at its core, a story about human nature. Who are we? What are we really like?

In order to answer these questions about ourselves, we tell stories that put human beings to test. What happens if the various aspects of human nature get pitted against each other? What happens when we test our human nature against its limits? What happens if you change or remove some vital part of human nature?

Then once we have concluded a story about human nature, we then are left with a question. what does this story say about how we should behave and organize ourselves?

I recently found myself unintentionally but simultaneously binge-watching two stories that tested human nature in a very similar way, but drew completely different conclusions. Those stories were a web serial called 17776 by Jon Bois’, and the HBO television drama Westworld.

(WARNING: some mild spoilers follow.)

Both of these stories imagine a near-future where human beings find themselves in an environment where the intrinsic physical vulnerability of human nature has been removed. In the case of 17776, there are some mysterious nano-bots which automatically fix things anytime someone gets sick or hurt. In Westworld, humans interact with robots who they are free to treat however well or badly they like with no repercussions. People can kill the robots, but the robots can’t kill humans. If a robot is killed, they are removed, fixed, and returned to service good as new.

That’s pretty much where the similarity between these two stories end. The two stories reach very different conclusions about what humans would do if they suddenly became physically invulnerable. Bois imagines that people would spend their days playing and watching increasingly elaborate games of football. Westworld, on the other hand, thinks that people would primarily indulge themselves with sex and violence.

17776 is optimistic about human nature, and the conclusion you could draw from it is that our vulnerability essentially causes us to indulge in behaviors that harm other people. Human nature is essentially good, and if you removed the external sources of our vulnerabilities, there would be no point in bothering to harm anyone else, so we wouldn’t. Westworld, more pessimistically, implies that it is our vulnerability that prevents us from harming others, because we are afraid of reciprocal harm. If you remove that fear, we will all become psychopaths and indulge in orgies of harm. We are by nature essentially wild, dangerous animals that need to be restrained.

Which model of human nature is more correct? It’s hard to know for sure. These are fictional stories. In real life, you cannot simply devise a scientific experiment where you remove vulnerability from human nature and see what happens. Every aspect of human nature, our emotions and intellect capacity and built-in heuristics are evolutionary responses to all the various sorts of vulnerabilities that all our ancestors faced since the creation of the earth. Human nature consists of a complex jumble of behaviors that are not easy to reduce down with a simple two-dimensional A/B test.

But speaking of simple, two-dimensional A/B tests, I will leave it as an exercise for the reader to draw the parallel between these two views of human nature, and the views of human nature that underlie the policies of our two American political parties.

1973 in video gaming

I don’t remember the first time I ever saw a video game. I doubt it was as early as 1973. I know my next-door neighbor had an Atari 2600 in 1978, and I had a Mattel Electronics Football game around the same time. I know I went minigolfing for a couple birthdays in between there, and the minigolf place had an arcade. They probably had Pong, if not a few other video games in the arcade. Probably, then, I first laid eyes on a video game around 1976 or so.

So this Random Wikipedia article, 1973 in video gaming, comes a few years too early for me to have any personal memories. As a historical landmark, it’s one year too late. The big year in video gaming is 1972. In 1972, Atari was founded and they produced Pong. Additionally in 1972, Magnavox introduced the Odyssey, the first home video game console.

So 1973 was a period of infancy for video games–after they were invented, but before they became a major force in popular culture. Did the people working on video games back really believe it would later become a huge deal? Or did they assume they were just part of a temporary fad, just trying to figure something out, maybe eking out a living or something if they’re lucky, but not really suspecting they were incubating a baby entertainment industry that would eventually be as big as movies or TV?

And what’s the 2013 version of video gaming — the rough beast that’s just a baby now, barely even noticed, but one day will grow to be king of the world?

On Evil

There are few characters in all of literature more evil than Shakespeare’s Richard III. In the very first scene of the play, Richard comes right out and declares that he is a villain. He then proceeds to spend the rest of the play alternating between describing the evil he’s about to do, and doing that evil. He cares nothing about the damage he does to the people around him. He murders anyone who gets in his way: his enemies, his friends, his closest ally, his brother, his wife, and his two nephews–both children. He’s a monster.

Yet he’s also intelligent and, in the hands of a good actor, both charming and funny. I recently saw Kevin Spacey perform in Richard III at the Curran Theater in San Francisco. At times, Spacey’s impeccable comic timing had the audience in stitches.

It was both an amazing and a disturbing performance. The play would have no life, no value, if it were just a laundry list of evil actions. But, thanks to the genius of Shakespeare, and the talents of an accomplished actor, we find ourselves entertained by evil, impressed by evil, charmed by evil, laughing at evil, laughing with evil. We, the audience, can’t help ourselves.

What does this say about us? Does our ability to enjoy evil condemn us as evil ourselves?

* * *

What, dost thou scorn me for my gentle counsel?
And soothe the devil that I warn thee from?
O, but remember this another day,
When he shall split thy very heart with sorrow,
And say poor Margaret was a prophetess!

–Queen Margaret, in Shakespeare’s Richard III, Act I, Scene III

Only one character in Richard III recognizes from the start that Richard is a bad man: old Queen Margaret. She had suffered this kind of treachery before. But when she tells people about the evil before them, nobody chooses to consider she might be right. They dismiss her as just a crazy old lady. Nobody really wants to confront such an uncomfortable idea. And so an evil man continues to roam free, to do more damage to people’s lives.

Sound familiar?

* * *

“You manage things. You lead people. We went overboard on management and forgot about leadership.”

Grace Hopper

Grace Hopper was one of the pioneers of computer science. She is credited with coining the computer terms “bugs” and “debugging”. One of the bugs she felt had crept into late 20th century society was that our educational institutions stopped teaching leadership, and started teaching management instead.

If you think about her quote in relation to the Penn State scandal, you can easily see how this thing went wrong. When organizations get large, when millions and billions of dollars are at stake, human beings become abstractions. People aren’t people anymore. They’re assets, or resources, or targets, or obligations, or liabilities, or potential lawsuits.

This thing at Penn State went horribly wrong because this thing became a thing. It became something to manage, an issue to deal with. And every time the buck got passed along the management chain, the issue became less person-like and more thing-like.

Penn State failed because they had management, not leadership. They had managers, not leaders. They failed because they didn’t have anyone who could tell the difference.

* * *

It’s very de-motivating to work in an environment where you can see all the brutal facts, but those in power are not confronting those brutal facts. And you want them confronted because you want to be part of something great.

Jim Collins, on “How the Mighty Fall”, his study of how great enterprises unravel.

Evil is repulsive. So it’s natural to want to repel it, to look away, to ignore it, to hope it’s not really there, to hope it will go away. Shakespeare recognized that human behavior 500 years ago. We’re still just as human today.

But the only way to defeat evil is to not repel it too quickly. If you dismiss or rationalize away the brutal facts you face, you only displace those brutal facts temporarily. They’re still there, lurking in the background.

Wise leaders must have the courage to let that evil in, just long enough to examine it, to understand it. That’s dangerous. You don’t want to be seduced by the temptations of evil yourself, and you don’t want to become a victim of it. But it must be done. It is wise, not evil, to want to study the likes of Richard III. It is wise to try to take lessons from the failures at Penn State. Otherwise, there will certainly be more victims whose hearts are split with sorrow.

Brainyball: The Sequel to Statistics

Our old friend Moneyball will be making a comeback this year, when the film starring Brad Pitt gets released this September. Let me declare seven months ahead of time that I am sick of hearing about how the movie hype is distracting the 2011 A’s during their pennant run. I am also preemptively tired of the rehashing of old arguments, such as how the A’s philosophy failed because the Moneyball generation never won a ring. Finally, I am, in advance, savoring the irony of the A’s winning the 2011 World Series, in the very year that this antique anti-Moneyball argument reaches its crescendo.

I love me a good irony. I took my daughters Monday to see Sally Ride give a speech for the UC Berkeley Physics Department. I looked around the auditorium and noticed that darn near everyone in the room was skinny. Maybe these people burn all their fat off just by thinking so hard about the universe. Whatever the cause, I found myself tickled by this ironic idea: Physicists have very little gravitational pull.

The irony that lies at the core of the Moneyball book is that A’s GM Billy Beane was trying to find a way to weed out players who were essentially just like himself. Beane is a very intelligent guy with an chiseled athletic body whose intelligence got in the way of his performance. You look at him, and you think he was born to be a star athlete. But he never became one. He’d get so worked up about every little failure that his swing and approach got all screwed up. He couldn’t handle the mental part of the game.

So Beane became a scout, then a GM, and tried to come up with a reliable way to weed out players like himself who can’t handle the mental part of the game, and discover the players who can. They tried to accomplish this by using a deeper understanding of statistics.

Which is odd, if you think about it. It isn’t the players’ statistics that are causing players like Beane to fail. It’s their brains. If you really want to be able to recognize players like Beane in advance, shouldn’t you try to do this with a deeper understanding of brains?

* * *

We are living at the very dawn of neuroscience. In the last ten years or so, our understanding of our own brains has exploded, and we’ve still only scratched the surface. Consider this TED talk by Charles Limb:

Limb explains what happens in the brain when jazz musicians improvise. When improvising, jazz musicians shut off a part of the brain called the lateral prefrontal cortex, which is involved in self-monitoring. They literally turn off the inhibitions in their brains, so they aren’t afraid to make mistakes, and are free to be creative.

Now it would be a big leap to say that Billy Beane’s mental failures were caused by an inability to turn off his lateral prefrontal cortex while batting. But it’s not a big leap to think that this sort of understanding of the brain isn’t just possible for musicians, but for athletes, as well.

Someday, perhaps, draft preparations will include brain scans, so teams can see that a Billy Beane’s brain isn’t focusing properly when batting. They’ll know how often you can take a player with Beane’s brain profile, and train him to overcome those brain issues. They’ll discount or increase his value because of this information.

* * *

In Sports Illustrated this past weekend, Joe Posnanski looked into the question of how drafting teams can predict which quarterbacks will succeed in the NFL, and which will fail. In particular, he wonders what set Aaron Rodgers apart from other first round QBs who flopped. He makes a guess:

What you get from these quotes and just about everything Rodgers says — in addition to steady and pleasant boredom — is a sense of someone who thinks about things constantly, even little things that few others think about. He seems to be someone who simply cannot imagine staying the same, simply cannot imagine that he’s already good enough. There are so many potential distractions at the NFL level, some of them off the field (money, fame, fan fickleness …), some on the field (dealing with pain — Rodgers has a history of concussions — standing up to a heavy rush, the inner workings of a team …). And the most successful quarterbacks, bar none, are the ones who deal with those distractions and never believe the hype and continue to hunger for even the slightest improvement.

To which I ask: how does this separate him from Billy Beane the baseball player? Beane thought about things constantly. He obsessed over every failure, trying to fix every mistake. And this sent him into a downward spiral that made him worse and worse, not better.

* * *

Another player who Posnanski’s paragraph applies to is Barry Zito. I’ve written a lot of words defending Barry Zito from his detractors over the years.

I like Zito. If not for the early Cy Young Award and that ridiculous contract, he’d be the kind of underdog people like to root for. Posnanski’s phrase “continue to hunger for even the slightest improvement”: that’s Zito. He’s a smart guy. Curious. He likes to tinker. To experiment. To find a new way to get better. He tries new pitches. He tries new pitch sequences. He tries new release points. And maybe that constant search for improvement has kept him healthy and pitching in the major leagues for a decade with the mediocre-est of fastballs.

But I’d argue that perhaps as often as it’s helped him, that personality trait has gotten him into trouble. Zito has had three pitching coaches in the majors: Rick Peterson, Curt Young, and Dave Righetti. Pitching coaches tend to live by a sort of Hippocratic Oath: if it ain’t broke, dont’ fix it. Zito doesn’t seem to believe in that. Each time there was a transition between coaches, Zito decided to take advantage of his temporary lack of parental supervision to completely change his pitching motion.

In 2004, Zito decided to try a new motion out of the stretch. He’d always wanted to do this, but Rick Peterson wouldn’t let him. When Curt Young came in as the new pitching coach, he didn’t have the relationship with Zito to say no. Zito had a 4.48 ERA for the year, his worst in an Oakland uniform. The next year, he was back to his old delivery, and his usual sub-4.00 ERAs.

In 2007, he signed a huge contract with the Giants, and showed up at spring training with a radically new delivery. Pitching coach Dave Righetti was horrified, and they settled on a compromise semi-radical new delivery. The results were just as bad as the other time he tried to overhaul his delivery: Zito’s worst year in the majors, a 4.53 ERA. (Followed the next year by an even worse 5.15 ERA.) Two years into his Giants tenure, Zito finally tinkered himself back into some decent success, with two consecutive years now of ERAs around 4.10.

* * *

Recently on Fangraphs, Jonah Keri suggested that the Yankees try to trade for Zito.

I don’t think there’s anything particularly wrong the arguments he gives, but it is, like the Moneyball story, missing the psychological element.

Psychology clearly matters in the outcome of sports careers. The question is, understand enough about sports psychology that such data points are useful in evaluating players, or is the information we have so primitive that we should discount such information altogether?

The Yankees are unique in that they also deal with the theory that there are some types of personalities who “can’t handle New York“. This theory may or may not be valid, but I’m willing to consider that it is possible.

I’m not going to come out and say that Barry Zito is another Ed Whitson. But New York media pressure or not, we do have these data points: each time Barry Zito has had a change of scenery, he used the opportunity to make a royal mess of his delivery.

I think if you’re Brian Cashman, and you’re thinking of trading for Barry Zito, you should know these data points. There is a non-zero risk that Barry Zito’s brain is going to get in the way of his performance, because it seems to have happened to him before. And there’s a non-zero risk that the New York media pressure will trigger this effect, because it seems to have happened to other players before. And to the extent you’re willing to believe those risks exist, you have to discount Barry Zito’s value.

* * *

In Billy Beane’s case, the constant striving for improvement was nothing but counterproductive. In Zito’s case, we see some mixed results. So even though it’s a different sport and a different position, I have a hard time believing that the key to Aaron Rodgers’ success is simply a matter of willpower, that same constant striving for improvement.

If I had to guess, a quarterback’s success involves spacial pattern recognition, the ability to quickly recognize types of player movement, to filter out inessential patterns and recognize significant ones, and act on them. Maybe some players filter out too much information, and others not enough. Maybe there are places in the brain that Aaron Rodgers turns on or off in better ways than the quarterbacks who failed. Those places are mostly a mystery to us now.

But they won’t be a mystery forever. A new era is dawning.

Birth of a new age.

Slight Preference, Extreme Results

You have to look at philosophy from two levels: the individual, and the group. A slight preference at the individual level can result in extreme results when those slight preferences add up at the group level. Here’s an example of that mechanism in action:

In sports, you see this effect in amateur drafts all the time, particularly in baseball where draft picks can’t be traded. Let’s say a baseball team like the Oakland A’s values college players a mere 1% more than other teams do. The A’s may say and believe that they don’t reject high school players, but the effect of their slight preference is that they end up taking almost exclusively college players, simply because the high school players they prefer are all chosen ahead of them, and invariably when their turn to choose comes up, their highest ranked player just happens to be a college player.

In the NFL, where draft picks can be traded, you could create extra value for yourself if you know that you value players differently than others. The Oakland Raiders have a unique valuation on amateur talent, and nearly every year their selections are a complete surprise to those following conventional wisdom. Because their valuation system is so unique, they could probably create extra value for themselves by always trading down. The player they want will often still be available lower in the draft. Sadly for Raiders fans, the Raiders almost never do this.

In crafting a philosophy, we should be aware of this feature of group dynamics. Groups, moreso than individuals, tend to move either towards the middle, or to the extremes. In America, we see this in our politics. Most Americans are rather centrist, but the system of primaries to choose nominees attracts the more loyal partisans at either end of the political spectrum. So instead of a runoff between Candidate 40th-percentile vs Candidate 60th-percentile, our choices in the general election often ends up as Candidate 10th vs. Candidate 90th. The result is a legislature that is far more partisan than the general population, and is far more despised than it would seem necessary.

How do we keep a set of 60/40 preferences from unintentionally turning into 100/0 behavior, or for that matter, turning 80/20 preferences 50/50 behavior? It’s easy to blame the people involved for behaving badly (see my last article on Willpower Bias) and to argue “don’t do that, you bad people”. But it’s hard to change individual preferences, and especially hard when individual preferences are being affected by group dynamics. More often, the solution is to structurally reduce the amplification. In sports, enabling trades of draft picks at least makes it possible for teams to find more accurate values for their picks. In politics, open primaries or ranked voting systems would probably make the distribution of elected officials look more like the general population than the extremes.

This isn’t to say that there aren’t possible benefits to 0-50-100 group behavior over the messier alternatives. But it’s hard to believe that this tendency will always yield optimal result. If the optimal solution lies at 33 or 67, we want the quickest, most effective way to hit that optimal result. Ping-ponging between the extremes may get us there in the end, but you have to think it would be better to move their directly if we can. Being fully aware of the differences between individual and group dynamics can help us find optimal solutions in an optimal manner.