Showing posts with label evolution. Show all posts
Showing posts with label evolution. Show all posts

Tuesday, September 15, 2009

Will decide, but he won't debate

Listening to Iconoclast and reading Sunny Hundal's views on whether the BBC should allow BNP MEP Nick Griffin to appear on Question Time (preview: Sunny's agin' it) it occurs to me that most TV/radio debates are fundamentally flawed. On Iconoclast there were four guests and one chairman. IIRC Question Time has five guests + one Dimbleby brother + a studio audience.

Partly as a result of this Sunny Hundal describes Question Time as:

...basically a populist shouting match where facts and figures don't have time to get checked. Someone such as Dan Hannan MEP can claim 84% of our laws are made in Europe and no one calls him out on his rubbish. Nick Griffin could similarly claim he's not racist and repeat lies that go unchallenged live on air. BNP pamphlets have repeatedly featured lies in the past. Who will have the research on hand to challenge that? His fellow QT panellists won't.


My preference would be to limit the number of debaters to two, and have only a few distinct issues discussed for a reasonable period of time, say 20 minutes each for three issues in an hour-long show.

Assertions made by debaters would have to be based on robust, ideally peer-reviewed, evidence that is cited by the debaters before they go on the show. These citations would be made available to all some time before the programme is broadcast so that they can be analysed by a panel of experts appointed by the programme and those that are found wanting can be made inadmissable.

In other words more like a court or parliament.

This view may seem elitist, but it isn't really elitist to claim that the views of ordinary people aren't as valid as the evidence-based views of experts. We demand a high standard of evidence in medicine, so why not demand a high standard of evidence in political debate?

Deliberative democracy is not best served by treating the truth as something relative or subject to an individual opinion.

It annoys me when people conflate respect for democracy with the idea that everyone's opinions are valid and useful. Most people don't know enough about enough to be able to make meaningful contributions.

For my own part I know my ignorance of most matters is such that I should avoid commenting, but that does not mean I cannot take down the ideas of others I know to be false.

Call it the Statler and Waldorf school of political debate: ideas are cheap, but the truth is expensive.

As such it is the democratic duty of we bloggers to attack bad ideas and incorrect assertions. Negativity is a powerful creative force. Our society will only begin to evolve when bad ideas are allowed to be called bad ideas and dismissed as such.

Update:

As per badconscience's point in the comments "Question Time" is teh suck and I need to crank up the Mills and dial down the Plato.

Both philosophers are hovering somewhere in the middle of my prodigious to-read pile (Mills is definitely a serious contender for my next big Amazon raid [i.e. this has moved from "wish list" to "shopping basket"]).

For my part elitism does piss me off, but not nearly to the same extent as ignorance and crass populism.

Update update: actually reading badconscience's blog post over on Liberal Conspiracy he makes the same point but somewhat better.

Tuesday, February 24, 2009

On The Origin of Wealth

After a brief hiatus I have started reading this book again. Everything Taleb has written, sans the epistemic philosophy and general snark, can be seen as a subset of this book.

As I read Beinhocker is discussing how the observation that businesses evolve in the marketplace can be applied to practical strategy. He makes the point that for the most part conventional strategy and long-term planning is futile in the face of the complex non-linearities of the marketplace.

Beinhocker grounds his descriptions of economic activity in modern physics itself, rather than attempting to ape physics as many early economists (like Jevons and Walras) did.

Beinhocker defines wealth as useful order. And order is information, and useful information is knowledge. So knowledge is wealth.

Beinhocker says that value is created by:

• Irreversible actions
• Local reductions of entropy and
• Fitness

Fitness is determined by an evolutionary process, the free market, which can be thought of as a knowledge-generating machine.

Beinhocker advocates ideas similar to Alex Harrowell of the Yorkshire Ranter (who I suspect is familiar with the book), stating that we need to build institutions that evolve more effectively.

This sentiment runs counter to many traditional conceptions of Big Man, top down, authoritarianism. Politicians are praised for ignoring evidence and not adapting to circumstances.

The scientific method and free markets work so well because they lead to the creation of a large number of ideas and then subject each idea to testing, selecting the most successful ones, replicating and recombining these successful ideas, then repeating the whole process continuously.

The outcome is a an increase in knowledge, and hence wealth.

Wednesday, February 18, 2009

Explaining intelligence: complex adaptive systems

I've been trying all day to write a coherent response to Michael Anissimov's recent posts Friendly AI - May I Check Your Ideological Baggage and The Three Singularity Schools, Kurzweil, and Superintelligence.

I finally succeeded in this comment on Ken MacLeod's recent discussion on evolution and AI.

Following is a slightly cleaner version:


My problem with Anissimov's implicit argument stems from a misunderstanding of the nature of technological progtess. Anissimov's belief that "once we create a superhuman intelligence all our scientific problems will be sold solved1" is based on the assumption that intelligence is the only contributory factor to innovation. Anissimov says:

To me, the relevance of a given technology to humanity’s future is largely determined by whether it contributes to the creation of superintelligence or not, and if so, whether it contributes to the creation of friendly or unfriendly superintelligence. The rest is just decoration.

"The rest" being every technological development that will occur between now and birth of our putative god-in-box AI.

Now I'm willing to bet microchips to nanobots that there will be a few interesting innovations, inventions, and scientific breakthroughs over the next few years that aren't directly linked to AI research but still have a large impact on people's lives.

Developing a cure for AIDS, for example.

Anissimov makes these claims concerning the importance of AI research in support of the intelligence explosion school of the technological singularity the school which can briefly be expressed as:

Intelligence has always been the source of technology. If technology can significantly improve on human intelligence – create minds smarter than the smartest existing humans – then this closes the loop and creates a positive feedback cycle. What would humans with brain-computer interfaces do with their augmented intelligence? One good bet is that they’d design the next generation of brain-computer interfaces. Intelligence enhancement is a classic tipping point; the smarter you get, the more intelligence you can apply to making yourself even smarter.

The problem with this view of the singularity is that intelligence is not the main driver of innovation.

We know this because the single most dynamic, creative, and successful innovation generator on the surface of this planet famously does not possess intelligence.

Natural selection lacks intelligence and it has produced an extraordinary fecundity of design and invention, not to mention the only version of intelligence currently available to us.

Some transhumanists imagine that simply creating a sufficiently powerful intelligence will solve our problems. We probably could evolve an intelligent being, using the process described in Ken MacLeod's The Star Fraction just by creating billions of lines of random code (a trillion script-kiddies at a trillion keyboards) and applying an evolutionary de-stupidifying process to it, then rinse, cycle, and repeat until we get something that smokes a pipe, does The Times crossword, and publishes the occasional enlightening monograph.

Or we could even do a brute-force molecular-level simulation of a human being, assuming that the various exponentials associated with computing hardware continue ticking over for a few more decades.

But in the meantime why not cut out the AI and go straight to innovation by evolution? Why don't we find some way of generating vast numbers of products and items and testing them under competitive conditions, then recombine and incrementally adjust and improve them until we have an optimal outcome?

And in fact we already do this - free markets create a huge pool of possible companies and products and the really bad ones are filtered out. Effective companies increase the extent of their control of a finite set of resources at the expense of less effective companies.

Companies don't breed, of course, rather new designs for companies are created by human beings. Most fail. But if one is superior to another it will survive and grow, taking wealth, influence and market share from its competitors.

It also applies to products: the idea that products like the iPhone come about as a result of a flash of genius insight from someone like Steve Jobs is incorrect. The iPhone is the result of a long series of tiny, incremental, trial-and-error developments across many scientific and technical fields.

My conclusion: if the singularity means anything then it means that technological change will continue to accelerate in certain areas. And this trend has already been happening for almost two centuries.

The physicist and complexity theorist Murray Gell-Mann would say that human civilization is a complex adaptive system in the same way that the biological evolutionary process and individual human minds are.

Knowledge, science, learning and culture have created an evolutionary process working outside of human minds and outside of biology that results in an ongoing rise in the rate of change of technical progress.

1: Presumably these superhuman entities would be willing to pay us to solve our problems, what with their being superhumanly bored with life having already simulated and experienced the totality of all possible existences while the lab guys were getting the celebratory muffins.

Friday, February 13, 2009

A more hostile memetic environment

I didn't know who this "right wing Dutch politician" was until all the kerfuffle yesterday.

Foamingly right-wing racists feed off the oxygen of public attention: if HMG genuinely wanted to damage Mr Wotsits' credibility they should simply have ignored him.

This is the problem with not wholeheartedly embracing free-speech. Supposed anti-hate laws give a megaphone to idiots by turning them into martyrs.

More open debate and more freedom of speech is a necessary part of what Alex calls a more hostile memetic environment: the more society is exposed to stupid ideas the stronger it's immune response to them will be.

Tuesday, February 10, 2009

Singularity and transhumanism

PZ Myers has written an interesting critique of Ray Kurzweil's thoughts on a possible technological singularity:

...not only is the chart an artificial and perhaps even conscious attempt to fit the data to a predetermined conclusion, but what it actually represents is the proximity of the familiar.

We are much more aware of innovations in our current time and environment, and the farther back we look, the blurrier the distinctions get. We may think it's a grand step forward to have these fancy cell phones that don't tie you to a cord coming from the wall, but there was also a time when people thought it was radical to be using this new bow & arrow thingie, instead of the good ol' atlatl.

We just lump that prior event into a "flinging pointy things" category and don't think much of it. When Kurzweil reifies biases that way, he gets garbage, like this graph, out.

Now I do think that human culture has allowed and encouraged greater rates of change than are possible without active, intelligent engagement—but this techno-mystical crap is just kookery, plain and simple, and the rationale is disgracefully bad. One thing I will say for Kurzweil, though, is that he seems to be a first-rate bullshit artist.

...

Kurzweil tosses a bunch of things into a graph, shows a curve that goes upward, and gets all misty-eyed and spiritual over our Bold Future. Some places it's OK, when he's actually looking at something measurable, like processor speed over time.

In other places, where he puts bacteria and monkeys on the Y-axis and pontificates about the future of evolution, it's absurd. I am completely baffled by Kurzweil's popularity, and in particular the respect he gets in some circles, since his claims simply do not hold up to even casually critical examination.

Calling Kurzweil a bullshit artist is unfair: Kurzweil is a genuinely talented inventor and engineer. His beliefs might be a little kooky to some, but I've always found his writing compelling.

Kurzweil is a spiritualist: there's nothing wrong with that. A belief in the power of some imminent superhuman AI to solve all our problems is slightly less absurd than most religious beliefs, and Kurzweil doesn't come across as the type to build a pyramid of skulls in the meantime.

But really: who honestly cares about the singularity?

Building artificial human minds may be possible within my lifetime, or it may not.

There will still be substantial technological change, even if the prime mover remains good old-fashioned human grey matter.

What I find compelling is the suggestion of where ongoing developments in biology, computing, genetics, and human augmentation may take us over the next few decades.

Among these developments are new ways of combining human intelligence with machine intelligence that result in a substantial increase along all dimensions of intellectual development (what Kurzweil calls the law of accelerating returns.)

So although the idea of the singularity has become less compelling what continues to excite me about Kurzweil's writings are his descriptions of posthumans. Partly for the good ol' SFnal sensawunda, and partly because maybe it could happen to me. Maybe I could become a posthuman.

I think the idea and potential reality of self-guided human evolution is a great idea in itself. I can take or leave the singularity.

Prof Myers also comments separately on the recent pronouncements on the future of humanity Juan Enriquez at the TED conference:

Every species also takes control over its own evolution, in a sense; individuals make choices of all sorts that influence what will happen in the next generation. You could rightly argue that they don't do it with planning and intent, but I have seen nothing that suggests that our attempts to modify our species, low tech and high tech together, are any wiser or better informed about the long-term consequences than those of any rat fighting for an opportunity to mate. We do what we do; don't pretend it's part of a long term plan that is actually prepared for all of the unexpected eventualities.

I agree with Myers up to a point: he's basically saying that developments in biotechnology and the progress of transhumanism won't happen in some big, top-down, organised way, but will rather develop as a series of steps through stochastic tinkering in the lab and (eventually) the marketplace.

The beauty of human progress is it doesn't have any long term plan: we do what we do and we tinker and experiment and find things out.

Juan Enriquez can make all the grand pronouncements about the future of humanity he likes but what he is actually trying to do is raise investment capital for his company Biotechonomy.

And Biotechonomy will pay scientists to tinker and experiment and find things out.

Such is the nature of technological advancement.

Prof Myers ends on a positive note:

Maybe this information age will have as dramatic and as important an effect on humanity as the invention of writing, but even if it does, don't expect a nerd rapture to come of it. Just more cool stuff, and a bigger, shinier, fancier playground for humanity to gambol about in.

Well I certainly agree with that.