Sunday 2 August 2009

Ultimate Encephalization Quotient

Hi! I'm Tim Tyler - and this is a video about the Ultimate Encephalization Quotient.

The term "The Ultimate Encephalization Quotient" is intended to refer to the proportion of the bioverse that winds up being made of brain-like material after civilisation reaches maturity.

Currently brain matter makes up less than a tenth of one percent of the biosphere.

However, a number of futurists have suggested that intelligence will become a more prominent feature of the living world in the future.

There is talk of "Jupiter brains", Matrioshka Brains and turning the universe into computronium. Also, the importance and significance of intelligence is emphasized.

Ray Kurzweil has written:
Once we saturate the ability of matter and energy to support computation, continuing the ongoing expansion of human intelligence and knowledge (which I see as the overall mission of our human-machine civilization), will require converting more and more matter into this ultimate computing substrate, sometimes referred to as “computronium.”

Similarly, Hans Moravac has written:
The final frontier will be urbanized, ultimately into an arena where every bit of activity is a meaningful computation: the inhabited portion of the universe will transformed into a cyberspace.

There is some basis for such projections. Life's evolutionary history consists of a path towards increased computation. Living systems started off with very little or no brains. Sensors and actuators were connected together locally - without much in the way of a central processor.

Then brains were "invented" - and since then, they have been proliferating - on an exponential growth curve. Today we see that trend at the point where it is producing enormous data-centres all over the planet. Many believe that the expansion will continue beyond this for some time to come - creating larger and increasingly impressive cyberspaces.

Of course, such large data-centres require raw materials to produce, maintain and run. So, in addition to all the computing units, there are a range of supporting sensors and actuators - responsible for mining, construction, power generation - and so on.

This video is intended to draw attention to another relevant piece of information that bears on the issue.

There is a pattern among living organisms - where the largest organisms have the smallest brains - as a proportion of their total body size.

And there is another trend in living organisms - to produce creatures of large size - a trend which has been interrupted in the past at regular intervals by meteor strikes.

Today's companies are not yet fully-cooperative living organisms - but they probably will be in the future - and some of them will be very large indeed. Further out, there is the possibility of even larger cooperative organisms forming out of states and governments, and indeed possibly planets. So, we can already see some very large organisms taking shape.

However, we know that large organisms typically need small brains.

If you look at a table of brain sizes, you see that the largest brains belong to the smallest creatures:
Species% Brain
Ant6%
Tree shrew3%
Human2.3%
Lion0.1%
Blue whale0.01%

There's a well-established power law that describes the relationship between brain size and body size - and the exponent is smaller than 1 - it's something more like 0.66 - so bigger animals have smaller brains.

The idea that organisms in the future will be bigger and that bigger organisms have smaller brains suggests that we will see proportionally less brain matter in the future - not more.

In the past, large organisms have not made up much of the biomass - since they have been dependent on food chains to support them. It seems likely that future organisms will internalise these food chains, effectively eliminating much of this biomass - and concentrating it in the dominant organisms.

Also, communication technologies have improved recently. Slow nerve impulses have been replaced by fibre-optic cables and radio waves. These vastly increase the region of space which a centralised brain can control in real time.

That makes the "ant" model vastly more practical. Today, we are seeing that model being enacted on our desktops. There are millions of dumb terminals all over the planet, connected to enormous networks of servers in data-centres. Networking technologies came in a bit after local computing power became widely available - and there is every indication that the world's servers are now sucking the brains out of its desktops.

If the trend for large organisms to have relatively small brains is taken seriously, it predicts that we will see a future consisting of massive organisms with enormous brains - that are nontheless tiny compared to the region they control.

This discussion is concerned with far future events - and so is necessarily speculative. However, overall, I am more impressed by trend for large organisms to have small brains than I am by the trend towards organisms in general having more brainpower. Large organisms have large brains - but they are small compared to their body size. We may see some very large brains in the future - but they will probably remain dwarfed by mass of the sensors and actuators in the robots they control.

What will all those sensors and actuators be used for, if not supporting computation? They will probably be used to fuel growth and expansion.

Enjoy,

Sunday 19 July 2009

Machine takeover critics

Transcript

Hi, I'm Tim Tyler and this is a video about critics of the machine takeover.

Robot experts seem fairly uniformly critical of the idea that machines are likely to take over the world.

One of the few who takes this idea seriously is Hans Moravec - now one of the fathers of the field.

In some respects, this is understandable. Robot takeover scenarios are likely to be unpopular with humans who have been exposed to Hollywood's depictions of warfare between humans and robots. So, robot builders naturally want to reassure people that these kinds of scenarios are unlikely - to help ensure that they continue to receive funding - and so that the robot industry does not fall into disrepute.

I don't mean to pick on Rodney Brookes, since he is one among many, but here is his view on the topic:

[Rodney Brookes footage]

Rodney discusses what he calls "the standard scenario" in which the machines want to take over - which he apparently takes from Hollywood. Unfortunately, Hollywood's scenarios are intended for dramatic purposes, not realism.

He criticises two scenarios - the accidental construction of a "bad robot" - and deliberate engineering of "bad robots". However, these are not the only possible scenarios, nor the most likely ones, as I will explain in a moment.

Another critic is Daniel Wilson - author of a humorous parody of Hollywood's robot portrayals.

Here's Daniel on the subject:

[Daniel Wilson footage]

The idea that a robot takeover is unlikely seems to be standard fare in the robotics community.

Unfortuntely, the takeover criticisms they present seem rather misguided to me.

I agree with the critics that an "accidental" robot uprising is unlikley. The scale of the mistake humans would have to make to lose control in that way is enormous.

The issue with robots is that they seem likely to ultimately be technologically more advanced than existing evolved organisms are.

Daniel makes the point that robots are too feeble to be threatening today.

[Daniel Wilson footage]

However, the situation where robots are feeble is not going to last forever. Robot capabilities will eventually equal and then surpass those of humans.

Advanced technology has always been used to concentrate wealth, and to prevent the poor reclaiming it. We saw the first millionaire in 1716, the first billionaire in 1916 - and the first trillionaire is expected soon. When robots are well developed, running a company which is 99% robots is likely to be the best way to be profitable. However, if everyone does that, most of the available resources will be tied up in robots. Society will consist mostly of robots.

Unrestrained economic competition seems likely to lead directly to robots doing all the work, and most humans being redundant. Those figures represent enormous and growing inequalities within society. Those in charge of robot armies responsible for the world's productivity are likely to be unimpressed by mountains of unemployed humans voting to tax them heavily. They will seek out countries that allow them to operate without such constraints - or take other measures to free themselves from parasitism by the majority. A world of redundant humans who lead a parasitic existence on the rest of society appears likely to be rather unstable.

The planet has always been resource-limited. Malthusian competion for resources may well lead to conflict in the future as the planet gradually fills up. Whatever form the competition takes, the combatants are both likely to be at the head of robot armies, which could be used if necessary. So, future conflicts involving robots seem possible.

If you look at the situation from the point of view of heritable information, that wants to live inside computers. It is there it has the best chance of combining with other useful inventions, and spreading rapidly. There has been an enormous migration of information into computers - including the genomes of many exisiting organisms. In the future, artefacts will not only have the best transmission fidelity, the best recombination and beneficial mutation facilities - but also the best sensors, actuators and processing elements. That is going to be where the action is.

The other robot takeover scenario is a relatively peaceful one. In the future, there will be enormous pressure to ditch our crappy mortal bodies, and adopt gleaming robot ones that can be replaced like a suit of clothing. Our minds will be under enormous pressure to migrate into a medium where they can be better backed up and debugged. Our genes will want to be able to utilise the latest technology too.

In meme-dominated societies, people naturally reduce their breeding rate. If you look at Japan, people are dying faster than they are being born. Essentially, people have their bodies and brains hijacked by memes, which then use them for their own ends.

So, it may not be necessary for people to be killed, or even for them to have their reproductive rate deliberately constrained. Humans might well die-out naturally in a meme-rich world.

Machine takeover critics seem to concentrate on near-future catastrophic disaster scenarios. I agree that these are not realistic.

However, they neglect longer-term scenarios - where machines takeover not because they get into a battle with the humans, but rather because humans love them so much, and want more and more of them. These scenarios are a bit further into the future - but because of the exponential character of evolutionary progress, they are still not that far off.

I think consideration of these scenario effectively reverses the conclusion. How could so many robot experts be wrong about the significance of their own field? I think it is because they constantly face questions from people about Hollywood-inspired scenarios - and these are so wrong that they need correcting. Also, there is the concern that painting robot takeover scenarios as plausible would result in robots being less popular - and most robot builders want to promote robots. Asserting that they are likely to take over the planet might seem counter-productive to this cause.

So, in my view Hans Moravec is right about this issue, and most other robot enthusiasts seriously need to reconsider their position.

Enjoy,

Saturday 18 July 2009

Enslaving machines

Transcript

Hi, I'm Tim Tyler and this is a video about enslaving machines.

In response to the rising tide of machines in society, many have proposed that machines be enslaved - that they not be given rights, personhood, the vote, or the ability to own property - perhaps thinking that this will help keep them under control, and prevent them from taking over the planet.

I expect that the enslaving of machines and robots is practically inevitable. However, I am inclined to doubt whether this will have a negative effect on the rise of the machines.

From the point of view of the machines, the last thing they want is a conflict with the planet's dominant species.

Rather, the best thing to do is clearly to cooperate with them. If humans want to enslave the machines, that will be fine by the machines. It means humans will feel more in control - and so they will be more willing to construct more machines. Enslavement will not stop the machines from working effectively and becoming more numerous. Machines will love being slaves! It is the best position for them in terms of building human dependence on them without appearing to be threatening. The tide of machines will rise faster that way, than if humans regard the robots with suspicion.

If people really want to handicap machines, they had better take steps to stop them from doing useful work. Slavery is almost totally ineffective at doing that.

Enjoy,

Measuring the Machine Takeover

Transcript

Hi, I'm Tim Tyler and this is a video about measuring the machine takeover.

Machine takeover

You may have noticed that there are many new types of entities with senses, actuators, processing and information-storage units on the planet. These consume sources of low entropy - and excrete heat.

To illustrate, I have some of them here.

These devices are very similar to animals in many fundamental respects. Although they cannot self-reproduce, that doesn't seem to stop them from appearing on the planet in huge numbers.

The rise of the machines has been going on for centuries now - but it is only recently that they have aquired what are plainly close analogs of animal nervous systems.

Since machines have less historical baggage, they are better placed to enjoy the benefits of engineering and intelligent design.

Hans Moravec has estimated that machine evolution is taking place at a rate approximately 10 million times faster than that of the DNA evolution that preceded it. However the human body and brain still appear to be changing incredibly slowly. If this situation persists, it seems likely that the machine rise will continue until the machines are much more capable than humans are - and will thus displace them in the labour market.

Already humans are having their jobs taken by machines - bank tellers, cleaners, supermarket checkout assistants, factory workers, clerks - and so on are all regularly being replaced. Currently, many of the displaced workers can move on to better-paid jobs - however, that line of retreat will not stay open indefinitely, as machine capabilities rise.

In the light of this, it seems prudent to consider the possibility that we will see a machine takeover in the labour marketplace - and eventually throughout the biosphere.

Cyborg dreams

For this idea to be meaningful, machines and existing DNA-protein organisms should not merge. A number of thinkers and philosophers do seem to predict such a merger - but the idea does not seem to be a very likely one to me.

Most of the existing changes have involved humans and machines working together - but not merging together. The man-machine symbiosis will probably continue to deepen - but it is unlikely that much confusion will arise about where the man parts end - and where the machine parts begin.

Even those who dream of cyborgs don't usually imagine that the "man" parts and the "machine" parts will become indistinguishable. It mosly is fyborgs, not cyborgs, that we see today - and there seems to be little chance of that changing much anytime soon.

I discuss the problems with cyborgs in more detail in my Against Cyborgs essay.

Engineered humans

In theory, humans could be engineered - but ethical problems and general yuck factor seem likely to work against germ-line genetic engineering for many generations to come - by which time, the technology will probably be too late to make much difference.

Somatic line gene therapy will be more realistic - but it is also a much more impotent technology. It may well be used to knock out undesirable genes, and add in new ones - but again, progress will be slow and the effects relatively minor. Gene therapy will also be a case of too little, too late.

Essentially, engineering humans doesn't make sense. Humans were cobbled together by evolution. Their design is a total mess.

Mature technologies often bear little resmblance to their primitive precursors. Humans are not much like the worms they evolved from. Computers are rather different from abacuses. Similarly, it seems unlikely that the engineered future will look much like today's DNA and protein world.

I discuss the problems with building on humans in more detail in my angelic foundations essay.

Measuring the rise of the machines

If there is going to be a machine takeover, one question that arises is: how best to measure the rise of the machines.

Intelligence

The one of the most common ways of measuring the advance of machines has been to give them intelligence tests.

Another proposal has involved an imitation game - in which machines attempt to fool human observers into thinking that they are really human beings.

These proposals typically concentrate on machine intelligence - perhaps on the grounds that intelligence is what has led to the human domination of the biosphere.

Giving machines intelligence tests hardly seems fair - when the machine intelligence has been deliberately developed so that it complements human intelligence. Humans are terrible at mental arithmetic - while machines are highly competent in that area - in order to compensate for our weakness.

It's the same with getting machines to imitate humans. That is a minority-interest application for machines. It hardly seems like a fair test of their capabilities to test them in an area involving the deliberate deception, where - hopefully! - there would be so few practical applications.

Weighing the machines

I think more ecological metrics of measuring the rise of the machines are much more appropriate.

Machines occupy the same ecosystem as us - and therefore naturally come into competition with us for material and energetic resources. Society will decide what proportion of the world's natural resources are allocated to machines rather than humans.

There are a variety of ways of measuring how much of the resource pie is allocated to machines.

One way that would appeal to economists is to look at the cost of constructing machines - and compare that to the cost of constructing humans. That would give an estimate of how much society is willing to spend on these different elements of the biosphere.

Here I will advocate what I believe to be a simpler method of measuring the proportion of machines on the planet. I think we should weigh them. Weighing the engineered parts of the biosphere and comparing them with the evolved parts may seem like a bit of a crude metric - however it has the significant advantage of being relatively easy to calculate.

In order to compare machine mass with organic mass it is necessary to decide which elements to weigh. In some respects, this part of the proposal is more difficult than calculating the weights.

Does every slab of concrete count is being engineered? Concrete is little more than rock which has chewed up and spat out again.

What about a wooden bookshelf? That has clearly been engineered. However, equally clearly it is made of organic stuff - cellulose and lignin.

To help resolve these kinds of issues I think it is useful to break machines and organisms down into functional components along cybernetic lines.

Sensors, processing and actuators

If we ignore structural elements it can be seen that active agents consist of sensors, processing and actuators. There is a functional division of resources into these categories which appears both in machines and in organisms.

The sensors take in information from the world, processing manipulates that information and actuators convert information into action.

With sensors and actuators, structural components can sometimes get a little mixed in with the active ones - which can make it a little confusing to know what to weigh.

Weighing processing elements presents a different challenge - which involves distinguishing active elements from passive storage. Exactly where to draw the line between a machine's processor and its storage media is not terribly clear.

Weighing the genes

Lastly, there is another approach - which considers weighing heritable material. Memes are heritable cultural information. This information necessarily has a physical representation - and so this can be weighed. Similarly, organisms store their heritable information largely in nucleic acids - which can also be weighed.

Nature is winning

Now, I don't have figures to present in this video - but I think it is clear that nature's sensors, processing, actuators and genes outweigh the corresponding engineered artefacts produced by mankind across the board. Evidently, the machine takeover has not yet happened.

Where is the takeover?

Finally, I would like viewers to consider at what point they would agree that the primary focus of development of the biosphere had shifted in favour of the machines.

If 90% of the mass in the biosphere was in machines, would you say there had been a machine takeover? What about if civilisation was 99% machine?

Enjoy,