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Fuck DropBox. That’s so yesterday.

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Intelligence is NOT One-Dimensional

Why do so many people, including science writers, talk about intelligence as if it could be measured on a one-dimensional yardstick?

In “How We Evolve” Benjamin Phelan discusses the work of Bruce Lahn, who did controversial research on genetic differences among human populations that are correlated with brain size and brain function. At one point, discussing natural selection in contemporary humans, Phelan states, “…if intelligence is still under selection, that could mean that some populations at this very moment are slightly smarter than others – that, perhaps, some ethnicities are slightly smarter than others.”

Phelan is wise to be cautious and skeptical in how he reports on this subject. Basically I think this is a great article. But, like so many other writers, he makes an error in his choice of words. The use of the term “smarter”, is misguided…it is moot. The very notion that any group of humans could be “smarter” than another group is unfounded.

I would bet that this kind of misguided language has caused further aggravation to an already controversial subject.

Intelligences

I made the image above to express my understanding of intelligence as having several components, or modalities, with interpersonal included at the left. This shows just three modes, plotted in a cube – but there are many others (see below). We could see certain disorders, such as autism, dyslexia, and Williams Syndrome as examples of extreme imbalances in the mix of intelligences. An autistic savant might be plotted at the lower right, while a Williams might be plotted at the far left. Most of us have relatively normal balances, with plenty of mild variation. And NOBODY has super-powers in all modalities, as indicated by the absence of people in the upper-right corner.

There’s Really No Such Thing as “Smarter”

The term “smarter” is even less applicable when used in relation to technology. In the article “Is Google Making Us Stupid?“, Nicholas Carr quotes Larry Page in a speech, as saying:

“The ultimate search engine is something as smart as people – or smarter”. 

I applaud the goal of making better search engines. But software cannot and should not be measured against humans in terms of intelligence. I will repeat what I have said in other blog posts: intelligence (both human and artificial) is

MULTI-DIMENSIONAL

Changing our language to reflect this fact would alleviate so many of the conflicted debates we are hearing about the “dangers of AI“.

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Are we over-thinking the dangers of AI?

Artificial Intelligence comes in many forms – just as natural intelligence comes in many forms within the animal kingdom and among human populations. The diversity of intelligence in technology is what keeps us safe from a runaway AI monster.

Diversity is healthy.

Now, why am I making such a big deal about a little bit of language? I am making a big deal because this little bit of language is the tip of an ugly iceberg: it is the cause of discrimination in the tech industry; it is the cause of discrimination in general; it is the reason people still use the IQ test, which falsely reduces one’s intelligence to a single number, so that person A can be called “smarter” than person B. And person B can be called “smarter” than person C.

IQ is not just a flawed concept: it is counter-productive.

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The notion of IQ is MISLEADING.

Howard Gardner proposed several kinds of intelligences. Among the intelligence modalities associated with Gardner’s theories are:

Musical–rhythmic and harmonic
Visual–spatial
Verbal–linguistic
Logical–mathematical
Bodily–kinesthetic
Interpersonal
Intrapersonal
Naturalistic
Existential

Screen Shot 2015-05-18 at 10.29.34 AMWe could easily add more, or combine some of these. We might also include “emotional”, “symbolic”, and “narrative“.

I would even add “dyslexic” (usually considered a disorder but increasingly recognized as associated with certain skills that are advantageous in many situations).

Maybe I’m just playing with semantics – maybe I’m just being a language wonk. But I don’t think so. I think the language we use to describe ourselves and others has a major effect on how we think and how we act. Changing the way we talk about intelligence could have a positive trickle-own effect on things as widespread as public policy, education, racism, scientific research, and…gosh, just about everything else.

We’re all SMART.

SMART is multidimensional.

Disappearing UI Elements – I Mean, WTF?

I recently noticed something while using software products by Google, Apple, and other trend-setters in user interface design. I’m talking about…

User interface elements that disappear

baby_peekabooI don’t know about you, but I am just tickled pink when I walk into the kitchen to look for the can opener, and can’t find it. (I could have sworn it was in THIS drawer. Or….maybe it was in THAT drawer?)

Sometimes I come BACK to the previous drawer, and see it right under my nose…it is as if an invisible prankster were playing tricks on me.

Oh how it makes me giggle like a baby who is playing peekaboo with mommy.

An open male hand, isolated on a white background.

Not really. I lied. It makes me irrational. It makes me crazy. It makes me want to dismember kittens.

Introducing: Apple’s New Disappearing Scrollbar!

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According to DeSantis Briendel, “A clean and uncluttered visual experience is a laudable goal, but not at the expense of an intuitive and useful interface tool. Making a user hunt around for a hidden navigation element doesn’t seem very user friendly to us. We hope developers will pull back from the disappearing scrollbar brink, and save this humble but useful tool.”

It gets worse. If you have ever had to endure the process of customizing a YouTube channel, you may have discovered that the button to edit your channel is invisible until you move your mouse cursor over it.

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invisible

I observed much gnashing of teeth on the internet about this issue.

One frustrated user on the Google Product Forums was looking for the gear icon in hopes to find a way to edit his channel. To his remark that there is no gear icon, another user joked…

“That is because “the team” is changing the layout and operation of the site faster than most people change underwear.”

…which is a problem that I brought up in a previous blog about the arbitrariness of modern user interfaces.

There are those who love bringing up Minority Report – and claim that user interfaces will eventually go away, allowing us to just wave our hands in the air and speak naturally, and to communicate with gestures in thin air.

Bore hole

In Disappearing UI: You Are the Interface, the author describes (in utopian prose) a rosy future where interfaces will disappear, liberating us to interact with software naturally.

But what is “natural”?

What is natural for the human eye, brain, and hand is to see, feel, and hear the things that we want to interact with, to physically interact with them, and then to see, feel, and hear the results of that interaction. Because of physics and human nature, I don’t see this ever changing.

OK, sure. John Maeda’s first rule for simplicity is to REDUCE.

But, by “reduce”, I don’t think he meant…

play hide and seek with the edit button or make the scroll bar disappear while no one is looking.

Perhaps one reason Apple is playing the disappearing scroll bar trick is that they want us to start doing their two-finger swipe. That would be ok if everyone had already given up their mice. Not so fast, Apple!

Perhaps Apple and Google are slowly and gradually preparing us for a world where interfaces will dissolve away completely, eventually disappearing altogether, allowing us to be one with their software.

Seems to me that a few billions years of evolution should have some sway over how we prefer to interact with objects and information in the world.

I like to see and feel the knife peeling the skin off a potato. It’s not just aesthetics: it’s information.

I like seeing a person’s eyes when I’m talking to them. I like seeing the doorknobs in the room. I like knowing where the light switch is.

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Apple, please stop playing hide-and-seek with my scroll bar.

-Jeffrey

Bucky Fuller, Where are You? (On the Boxiness of Corporate Employment)

Bucky

“Okay, but…if you had to choose between calling yourself a designer or calling yourself an engineer, which would you choose?”

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Specialists and Generalists

I have often needed a specialist to do a specific task for me. This is normal. Specialists have a role in the economy and one could argue (along with Adam Smith) that specialization is the very basis of economy.

But too much specialization comes at a cost to innovative tech companies…and to creative individuals. Especially now, and increasingly – into the future…

Here’s an article in the Harvard Business Review on that topic:

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Nourishing My Inner Bucky

Interviewers have often asked me how I rank myself in terms of software engineering skill. As if there were a one-dimensional yardstick upon which all engineers can place themselves.

When one is evaluated with a one-dimensional yardstick, one usually ends up with a low grade.

For the same reason that there are multiple dimensions to intelligence, why not use more than one yardstick to evaluate an engineer?

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The space that lies between all these one-dimensional yardsticks yields great connective knowledge. This is the domain of the COMPREHENSIVIST.

I lament the boxiness of the standard company recruiting process – even within companies that claim to employ people who think outside the box (like Google). Here’s a Google employee admitting to their deplorable interview process); “Pablo writes that his best skill is product design, but that his Google recruiters only showed interest in his ability to code.”

Screen Shot 2014-11-02 at 9.17.30 PMWe hear of how generalists and right-brain thinkers are in such demand these days.

Bullshit. When it comes to finding employment in companies, we are still confronted with an array of boxes, and we are still expected to show how well we fit into (one) of them. Consider Linked-In.

linkedinMy Linked-In profile has the following as my “industry”:

SHIPBUILDING

Why did I choose Shipbuilding? LinkedIn REQUIRES that I choose ONLY ONE of the industries from its list, and it DOES NOT allow me to choose more than one industry. Shipbuilding was the furthest thing I could find from what I do. Instead of trying to use a single box to characterize myself, I prefer to go in the opposite direction.

Linked-In = Boxed-In

Now I want to say a few things about being an older person who has faced difficulty fitting into the workforce.

We Are All Multi-Dimensional – Increasingly as we Age

Experienced (i.e., older) programmer/innovator/designers should be contributing more of those intangibles to the tech industry that Google is so bad at seeking out.

The tech industry has a fundamental problem: software plays an increasing role in people’s lives. The world’s population is aging. Young engineers who know the latest buzzwords of the last five years are hired quickly and eagerly. An aging population tries to keep up with fast-changing software interfaces. And more and more of this aging population consists of software engineers who have something the young programmers don’t have: wisdom, experience, perspective.

We are exactly what Silicon Valley needs.

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No one in particular is to blame for ageism in high-tech startups. The problem does not stem from any particular favoritism of young people: it is due to the short-sightedness of the tech industry, and the emphasis on the quick-thinking, risk-taking attributes associated with youth.

People who are professionally multi-dimensional should play a key role in human-centered software design. The cultural divide, identified by C. P. Snow in 1959, is still with us. Boxes breed boxes. That’s why we’re in the box we’re in.

-Jeffrey

We Need a Revolution in Software Interaction Design

restaurant-kitchen We need a revolution in software interaction design. Apple and Google will not provide it. They are too big. They are not the solution. They are the problem.

This revolution will probably come from some unsuspecting source, like the Maker Movement, or an independent group of people or company that is manufacturing physical goods. Here’s why: as computers increasingly inhabit physical objects, as the “internet of things” grows, as more and more computing makes its way into cars, clothing, and houses, there will come new modalities of interacting with software. And it will be dictated by properties of the physical things themselves. Not by the whims and follies of interface designers, whose entire universe consists of a rectangle of pixels and the touch of a user.

Let me explain what I mean when I say that software interaction design needs a major paradigm shift.

Affordance

I hate having to use the word “affordance”. It’s not a very attractive or colorful word. But it’s the best I’ve got. If you’ve read my other blogs posts or my book, Virtual Body Language, you have heard me use it before. The word was given higher currency in the user interface design world thanks to Donald Norman, whose book, The Design of EveryDay Things, I highly recommend. (He was forced to change the name from the “Psychology of Everyday things”. I like his original title better).

ava-coon-2Affordance, originally used in J.J. Gibson’s theory of ecological psychology, refers to the possible ways an animal or human can interact with an object (which can be another animal). We often use it in reference to the ways that one interprets visual, tactile and sonic features of a thing, be it an egg-beater, a frightened dog, or a new version of iMovie.

Sensory_Feedback_in_Brain_Computer_Interfaces1A “natural affordance” is a property that elicits an understanding or response that does not have to be learned  – it’s instinctual. In reference to industrial design: a knob affords twisting, and perhaps pushing, while a cord affords pulling. The term has more recently been used in relation to UI design to indicate the easy discoverability of possible actions.

UPDATE…

Bruce Tognazzini pointed out to me that Donald Norman has more recently been using the term “Perceived Signifier”. And this article explains some of the new semantic parsing going on regarding the word “affordance”. Personally, I would be happy if all of this got subsumed into the language of semiotics.

I believe we have WAY TOO MANY artificial affordances in our software interfaces. I will repeat the call of many wise and learned designers: we need to build tools with natural affordances in mind. Easier said than done, I realize. Consider a common modern interface, such as the typical drop-down dialog of the Apple that allows one to download a file:

dialog_2 As a general rule, I like to download files to my desktop instead of specifying the location using this dialog. Once a file is there, I then move it to the appropriate place. Even though it takes me a bit longer, I like the feeling of putting it there myself. My muscles and my brain prefer this.

Question: have you ever downloaded a file to a specific, somewhat obscure folder, and then later download another file, thinking it was to your desktop, and then not being able to find it? Well, you probably didn’t think to check the dialog box settings. You just hit SAVE, like you usually do, right? It’s automatic. You probably forgot that you had previously set the dialog box to that obscure, hard-to-remember folder, right? Files can get lost easily, right? Here’s the reason:

PESKIMO_Desks

Software files are abstract concepts. They have no physical location, no mass, no weight. All the properties that we associate with files are virtual. The computer interface is just a bundle of physical metaphors (primarily desktop metaphors) that provide us with affordances so we can think about them as if they were actual things with properties.

The dialog I showed you doesn’t visually express “in” in a natural way. The sensation of the action is not like putting a flower in a vase or drawing a dot in a circle.

Herein lies a fundamental problem of software interface and interaction design. Everything is entirely arbitrary. Natural laws do not apply.

Does the natural world present the same kind of problem as we have when we lose files? Sometimes, but not so often. That’s because the natural world is full of affordances. Our memories are decorated with sensations, associations, and connections, related to our actions. If I physically put a rubber band in an obscure bowl on the top shelf, I have reason to remember this action. Muscle-memory plays a major part in this. With downloading files on a computer, you may not know where you put the file. In fact, sometimes you can’t know!

In fact, it’s not fair to use the word “put”, since “putting” is a deliberate, conscious act. An accidental fumble on the keyboard can cause a keyboard shortcut command that deletes a file or opens up a new window. When this happens, the illusion breaks down completely: this is not a real desktop.

Am I getting too esoteric? Okay, I’ll get more down-to-earth and gritty…

My Deteriorating Relationship with Apple

Bruce Tognazzini says: “While Apple is doing a bang-up job of catering to buyers, they have a serious disconnect at the point at which the buyer becomes a user.” 

urlMy recent experiences with Apple software interfaces have left me worse than disenchanted. I am angry. Apple has changed the interface and interaction of one too many of its products, causing my productivity in some applications (like iMovie) to come to a screeching halt.

At the end of the day, I’d rather keep my old computer with my trusty collection of tools than to have a shiny new, sexy, super-thin Macbook that replaces my trusty old tools. There are years of muscle memory that I have built up in learning and using these tools. My career depends on this muscle memory. When Apple changes these interactions with no clear reason, I become very angry. And so should all its customers.

And then…there is iTunes.

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Let’s not talk about iTunes.

Apple’s latest operating system disabled many of the interactions that I (and many others) have been using for decades.

One annoyed user said: “I wish Apple wouldn’t change the fundamental functions of the Finder like this. First, they reversed the scroll button directions then they changed the default double-click to open a folder in a new window function. I’m just glad that they don’t make cars otherwise we would have the brake and accelerator pedal functions reversed (with a pull on the wiper lever to revert to the original)!”

And from the same thread… “If a company cares about users, it doesn’t make a change just for the sake of change that wipes out thirty years of muscle memory.”

Am I saying that a company like Apple should never change its interfaces? Of course not. But when they do, they should do it carefully, for valid reasons, and gracefully. And they should ALWAYS give their customers the choice of if, when and how to adapt to these changes. Easier said than done, I know. Apple is like most other companies. They feel they have to constantly make NEW products. And that’s because our capitalist system emphasizes growth over sustainability.

Will the Maker Revolution Cure Us of Arbitrary, Ephemeral Design?

This is why I believe we need to return to natural affordances that are as intuitive as putting a spoon in a bowl or carving the bark off a stick. The more natural the affordance, the less arbitrary the design. Designers will have to be less cocky, more reverent to human nature and physical nature.

When real physical things start dictating how we interact with software, the playing field will be different. And software interaction designers will have to fully understand natural affordances, and design for them. That’s a revolution I can get behind.

.

Google Ads Thinks I Might Want Handgun Training

Check out the ad for “Handgun Training Course”:

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I never have, and never will, take a handgun training course. But that ad has been coming up a lot recently.

Could it be? …… Recently I was checking out what all the fuss was about WalMart selling assault weapons. I had to see for myself. So I went to the Walmart web site and did a search for something like “assault weapons”, and I immediately saw a large selection of killing machines.

I was disgusted. Here, in the same place where you go to buy birthday candles and yoga mats, you can also buy machines designed to send many pieces of metal at high speeds that are meant to pierce flesh and cause mortality.

Walmart sells assault weapons but bans music that contains swear words.

So, you can imagine how bothersome it might be for a person like myself to have to see this ad sitting inches away from my email messages – especially considering that I may have actually been targeted.

I don’t know what’s worse, a system of targeting ads to people that gets it all wrong, or a system of targeting ads to people that gets it totally right.

Personally, I’d prefer no ads at all. But I understand that ads pay for this free service – which I guess is pretty cool. So, I’ll have to settle with seeing ads for handgun training and “Bad Credit Approval” (another total misfire).

Jon Mitchell’s article: “What Do Google Ads Know About You?” gives some detail about Google Ads, as well as some interesting opinions.