What is Futurism anyway?

Tonight I attended a party to celebrate the recent marriage of a friend.  I found myself being asked over and over again: “So what is Futurism anyway?”  I couldn’t resist responding that that it was an art movement in Italy around the early 1900’s.  I do actually like a lot of futurist art.  They often tried to depict this sense of motion to capture the frenetic pace of modern life.  I am not too into the violence and fascism though.

But then I had to get serious and come up with a decent answer.  And that is why it’s a good idea to hang out with people outside your scene sometimes.  It forces to you articulate ideas that you often take for granted.  So I would say things like: Futurism is thinking about the future and wondering about what will happen.  Science Fiction is futurism.  Futurist consider the idea that technology is accelerating exponentially and ask what the consequences might be.

And a lot of people responded quite positively to this.  People feel these changes around them.  The impact of automation on jobs is becoming more evident.  We talked about the importance of education in these changing times and how budget cuts and skyrocketing college costs are putting kids into indentured servitude.  We talked about how China might come to rule the world. I trotted out my standard bearish comments regarding China’s corrupt financial system and it’s lack of transparency and rule of law.

A scientist who recently drank the Kurzweillian kool-aid and had actually visited China was part of this discussion.  He mentioned that systems with different paths to accomplish similar ends were more stable.  I took this to be an endorsement of pluralism and I complained that China’s police state doesn’t allow for this.  Another guest chimed in that top down rule can’t work and bottom up societies have more ideas.  But our newly minted Singularitarian friend countered that the Chinese rulers carefully tweak the different elements of society, allowing more freedom in certain areas and restricting it in others.  I don’t understand how this system can possibly work, but it’s hard to argue with the growth numbers.  (Well the specific numbers are probably fudged but there has clearly been lots of growth.)

I talked to another fellow who was into machine learning and who had doubts about the whole Deep Learning project that Norvig was recently crowing about at the Singularity Summit.  His opinion was that Deep Learning has been around for a while and that any recent success of the algorithms might be getting conflated with the benefits conferred by big data.  He said that other algorithms should be tested against this big data to see if they perform almost as well.  He mentioned support vector machines as one alternative, but these seem to require labeled training data, which Deep Learning doesn’t require.  So arguably, Deep Learning is nicer to have when evaluating big unlabeled data sets.  Anyway, when I asked Monica Anderson, she endorsed Deep Learning as being a thing, so I remain impressed for the time being.

My Deep Learning skeptic friend was also wary of Quantified Self.  I think his point was that over-quantification was being slowly forced upon people.  This hilarious scenario of ordering a pizza in the big data future immediately came to mind.  But as much as I love the ACLU, I don’t have much faith that they can protect us against big data.  I actually think that being into QS might better prepare people to deal with big data’s oppression.  At least QS’ers become more aware that personal data can tell a story and they are exploring how some of these stories can be self-constructed.  Hopefully this will help us navigate a future where nothing is private.

A recurring theme when thinking about the future is that humans will somehow get left behind as technological progress skyrockets beyond our comprehension.  A lot of humans are already getting left behind, economically and technologically.  Someone who can’t use search is at a massive disadvantage to everyone that can.  I try to be positive sometimes and point out that mobile devices are spreading throughout the developing world or that humans can augment to keep up with change.  But while we may live in an age of declining violence, I can see why some would still complain of sociopathic corporate actors and the policies being promoted that withdraw a helping hand from those in need.

At one point in the evening, toasts were made to the newlyweds and a passage by CS Lewis celebrating love was read.  I looked around as the various couples reacted to the emotional piece and I thought of my own girlfriend.  I thought about how we had been through death and madness.  Yet we managed to stay together, supporting one another, loving each other after all these years.  I thought about how deeply lucky we are to have one another.  I felt great happiness for these newlyweds with the courage to undertake this struggle for love.  I know us futurists can be cold, almost autistic in our dispassionate rationality, but it may well be love and empathy that will serve us best in the coming future where so little is certain.

The Great Stagnation of Innovation

There was much talk at the Singularity Summit this year of the Great Stagnation.  The basic idea is that contrary to popular belief (among transhumanists), innovation is actually in decline.  Here is an excellent blog post about the Huebner study that showed a reduction in per capita patents since 1870.  I guess John Smart takes issue with the data sampling, etc.  I have my own doubts that patents are a good metric for innovation, but it’s an intriguing idea.  Sure you have the internet, but where are the flying cars?  If per capita innovation is going down, maybe Homer was right all along and we are a bunch of degenerates.

Peter Thiel has been talking about this for a while now.  He points to high energy costs as a failure to innovate in the energy space.  He mentions that median real wages are unchanged since the 70’s and that this suppresses innovation.  He sees the space program in shambles.  Libertarian Thiel even actually (sort of) attributes the Apollo launch to the higher marginal tax rate of the 60’s.  Well he concedes that the government had more macroeconmic control but exercised less microeconomic control.  (i.e. the Polio vaccine wouldn’t have made it past the FDA)

In a debate at Stanford between Thiel and George Gilder, Thiel expands on his ideas that innovation in the real world of matter has been outlawed driving all innovation into the virtual world of bits such as information technology and finance.  Gilder on the other hand takes a view that all fields will become subject to information technology and will soon start to see progress similar to that seen in the world of bits.  Kurzweil commonly makes  similar arguments when he says that biology is becoming an IT field.  As an aside, I know some folks in bioinformatics and the fact is that this field is quite rocky.  Job growth isn’t very impressive.  It’s one thing to crunch the numbers, it’s another thing to deliver tangible results.

So Thiel focuses on the real world and talks about how food production isn’t outpacing population by much.  And he loves to bring up the theory that food cost triggered the Arab spring.  I’m sympathetic to this, I see him coming from an embodiment angle with that.  He also takes some issue with the views of optimistic experts like Gilder and contrasts that with the views of average people.  The percentage of people who think the next generation will be better off than the last generation has steadily gone down over the past 40 years.  I like that angle too, it reminds me of Wisdom of the Crowds.

But I am always wary about these over-regulation stories.  First, improvement in communication technology must be providing a huge decrease in the pressure to innovate on the transportation side.  On the other hand I wonder how much easier it is to move goods around.  I know most shipping cost is tied to fuel prices which supports Thiels energy narrative.   But, we do see logistics operations like Apple, Amazon, and even Walmart that simply could not exist without IT.  Sure, personal air travel might not be faster today than in the 1960’s, but my MacBook air arrived at my doorstep from Shenzhen 4 days after I ordered it.

A lot of the huge progress on the physical side might just have been low hanging fruit and we may just be in the area of diminishing returns.  Gasoline’s energy density is hard to match.  The information theory folks like Gilder and Kurzweil seem to do some handwaving on the energy story.

Fracking might be a thing, but we have to see how it actually pans out.  I don’t blame people for getting pissed when it turns their tap water flamable.  These energy companies love to skimp on costly safety measures (Valdez, Deep Water Horizon, even pipeline monitoring. ) Those Yankees whose drinking water gets hosed by cheap concrete lining in the fracking wells will probably shut it down.  Yankees are feisty like that.

Another problem with the over-regulation theory of innovation decline is that we would expect to see better innovation rates in places with less regulation.  So why don’t we see Texas taking the national lead in innovation?  Europe is pretty heavily regulated and we still see plenty of patents coming out of there.  So I don’t really disagree with most of Thiel’s observations (on this innovation thing only, not the other crazy shit).   I more question the causal mechanisms.  I look forward to his forthcoming book on this topic, coauthored with Max Levchin and chess great Garry Kasparav.  But I am skeptical about any grand plans to change the tides.

I talked with a bunch of Singularity Institute folks about this at the Less Wrong pre-party and the Summit itself and opinions varied.  Some say the innovation slump isn’t actually a thing.  Some say that it’s a thing but it doesn’t matter.  Some suggested that it might buy more time to  develop friendly AI.

But what about the long, long term.  Say there is no Singularity and that innovation was merely a  function of population growth.  If we have population stabilization or even a population crash, will we see innovation follow suit?  In Incandescence by Greg Egan, the survivors of innovation crash are “mining” wire to make crude tools.  This is a common thread in SciFi.  In A Canticle for Leibowitz survivors create illuminated manuscripts of circuit boards.

Oh, but those are more technology crashes than innovation crashes…hmm…

Kevin Kelly makes a compelling argument about the nature of technology in What Technology Wants. This is a cool book that deserves much more discussion, but the basic idea is that new technology sort of springs from the existing framework of old technology.  He points out many inventions that were independently arrived at.  In some sense technological change becomes inevitable but also highly constrained.  Innovation is dependent on the underlying framework of enabling technologies.

So how are you really going to change that?

UPDATE 12/27/2012:  A DOE scientist I met a few months ago actually pointed out that energy efficiency does represent real innovation in the energy space in spite of price increases:

For one example: See figure 1.3 of:
http://cowles.econ.yale.edu/P/cp/p09b/p0957.pdf

You will see that the real price of lighting services has dropped by a factor of ~1000 over the last two centuries: the lighting equivalent of Moore’s law.

Evolution of Social Norms via Network Science and Evolutionary Game Theory 1

At the end of Pinker’s “Decline of Violence” talk last week he said that the evolution of social norms was an exciting area of inquiry.  If we accept Pinker’s data, but don’t feel satisfied by the causal mechanisms he speculates about (i.e. Pacification, etc.), it does seem like a logical next step to dig more fully into social norms.  Some of the researchers that he mentioned were: Nicolas ChristakisDuncan WattsJames Fowler, and Michael Macey.

Now I have to admit that I have a bias toward new ideas that can be easily attached to my existing conceptual framework.  (Arguably we all do and no one could learn anything new without attaching it to existing knowledge but this post isn’t about constructivism.)  It’s especially satisfying when new concepts resonate with remote structures elsewhere in the idea tree.

I read Christaki’s Connected when it first came out and it strongly influenced my thinking on human behavior.  I do plan on reviewing the content, but it basically explores the idea that human behavior is partially a network phenomenon.  This seems obvious and uninteresting until you drill down into some of the consequences.  The book shows that you have a higher chance of gaining weight if there are overweight people in your social network with up to three degrees of separation.  Yep, better start keeping track of your  friends’ friends’ friends.  Don’t worry, this tool I saw on Melanie Swan’s blog can make it easier to map at least your LinkedIn network.

Now there was some controversy around the models used in this book.  I didn’t fully examine them and wouldn’t be able to independently evaluate the statistics anyway.  But I guess Harvard has to defend it’s own and bunch of statisticians from the old alma mater jumped to his defense.  I admit that I’m biased and I like the idea.  For the sake of argument, let’s agree that network behavior contagion is a thing. (If any statistics guru out there can show there exists a laymen’s explanation of why we should absolutely reject these findings, please do.)

Wait, sorry, I don’t have an argument yet.  But Christakis is just really cool.  In this video he talks about how he got into social network science and gives the example of caregivers getting sick from exhaustion and that effecting their other family members.  In a sense, he saw a non-biological contagion of illness.  My girlfriend and I experienced this first hand when her sister died of cancer so I deeply empathize with folks in that example.

On a brighter note,  Christakis gets into topology and nematode neuron mapping in the second half of the video.  This was the stuff we were talking about at the Singularity Summit with Paul Bohm this year.  See?  Christakis is cool.

But Pinker’s “Decline of Violence” thesis must also be supported by evolutionary population dynamics somehow, right?  So I pinged my awesome CogSci book club friend Ruchira Datta, and she recommended the following books for me to explore:

SuperCooperators

Genetic and Cultural Evolution of Cooperation

A Cooperative Species: Human Reciprocity and Its Evolution

I recall that there was a discussion about evolutionary game theory strategies at one of these meetups and it was suggested that there are population equilibria in which a certain percentage of “enforcer” agents (who punish defectors without regard to self-benefit) serve to protect a cooperative majority of nice, contrite, tit-for-tat agents.  So this is why we need tough conservatives around to protect all the cooperating liberals.

I brought this up at the LessWrong meetup tonight and someone objected that this might require group selection or some other troubling theory.  I wonder if it couldn’t be explained more along co-evolutionary lines similar to pollinators and flowering plants.

But anyway, where I’m trying to go with this is that we can take the above scenario and start to examine ways in which the ratios of cooperators and defectors change.  Then we somehow plug that into the whole social network science thing and we will have an awesome blog post or something.  (But I have a bunch more reading to do first.)