How to make a conscious computer

The latest generation of supercomputers have processing speed that is higher than the human brain on a simple digital comparison, but they can’t think, aren’t conscious. It’s not even really appropriate to compare them because the brain mostly isn’t digital. It has some digital processing in the optics system but mostly uses adaptive analog neurons whereas digital computers use digital chips for processing and storage and only a bit of analog electronics for other circuits. Most digital computers don’t even have anything we would equate to senses.

Analog computers aren’t used much now, but were in fairly widespread use in some industries until the early 1980s. Most IT people have no first hand experience of them and some don’t seem to even be aware of analog computers, what they can do or how. But in the AI space, a lot of the development uses analog approaches.

http://timeguide.wordpress.com/2011/09/18/gel-computing/ discusses some of my previous work on conscious computer design. I won’t reproduce it here.

I firmly believe consciousness, whether externally or internally focused, is the result of internally directed sensing, (sensing can be thought of as the solicitation of feeling) so that you feel your thoughts or sensory inputs in much the same way. The easy bit is figuring out how thinking can work once you have that, how memories can be relived, concepts built, how self-awareness, sentience, intelligence emerge. All those are easy once you have figured out how feeling works. That is the hard problem.

Detection is not the same as feeling. It is easy to build a detector or sensor that flips a switch or moves a dial when something happens or even precisely quantifies something . Feeling it is another layer on that. Your skin detects touch, but your brain feels it, senses it. Taking detection and making it feel and become a sensation, that’s hard. What is it about a particular circuit that adds sensation? That is the missing link, the hard problem, and all the writing available out there just echoes that. Philosophers and scientists have written about this same problem in different ways for ages, and have struggled in vain to get a grip on it, many end up running in circles. So far they don’t know the answer, and neither do I. The best any offer is elucidation of aspects of the problem and at occasionally some hints of things that they think might somehow be connected with the answer. There exists no answer or explanation yet.

There is no magic in the brain. The circuitry involved in feeling something is capable of being described, replicated and even manufactured. It is possible to find out how to make a conscious circuit, even if we still don’t know what consciousness is or how it works, via replication, reverse engineering or evolutionary development. We manage to make conscious children several times every second.

How far can we go? Having studied a lot of what is written, it is clear that even after a lot of smart people thinking a long time about it, there is a great deal of confusion out there, and at least some of it comes basically from trying to use too big words and some comes from trying to analyse too much at once. When it is so obvious that it is a tough problem, simplifying it will undoubtedly help.  So let’s narrow it down a bit.

Feeling needs to be separated out from all the other things going on. What is it that happens that makes something feel? Well, detecting something pre-empts feeling it, and interpreting it or thinking about it comes later. So, ignore the detection and interpretation and thinking bits for now. Even sensation can be modelled as solicitation of feeling, essentially adding qualitative information to it. We ought to be able to make an abstraction model as for any IT system, where feeling is a distinct layer, coming between the physical detection layer and sensation, well below any of the layers associated with thinking or analysis.

Many believe that very simple organisms can detect stimuli and react to them, but can’t feel,  but more sophisticated ones can. Logical deduction tells us either that feeling may require fairly complex neural networks but certainly well below human levels, or alternatively, feeling may not be fundamentally linked to complexity but may emerge from architectural differences that arose in parallel with increasing complexity but aren’t dependent on it. It is also very likely due to evolutionary mechanisms that feeling emerges from similar structures to detection, though not the same. Architectural modifications, feedbacks, or additions to detection circuits might be an excellent point to start looking.

So we don’t know the answer, but we do have some good clues. Better than nothing. Coming at it from a philosophical direction, even the smartest people quickly get tied in knots, but from an engineering direction, I think the problem is soluble.

If feeling is, as I believe, a modified detection system, then we could for example seed an evolutionary design system with detection systems. Mutating, restructuring and rearranging detection systems and adding occasional random components here and there might eventually create some circuits that feel. It did in nature, and would in an evolutionary design system, given time. But how would we know? An evolutionary design system needs some means of selection to distinguish the more successful branches for further development.

Using feedback loops would probably help. A system with built in feedback so that it feels that it is feeling something would be symmetrical, maybe even fractal. Self-reinforcement of a feeling process would also create a little vortex of activity. A simple detection system (with detection of detection) would not exhibit such strong activity peaks due to necessary lack of symmetry in detection of initial and processed stimuli. So all we need do is to introduce feedback loops in each architecture and look for the emergence of activity peaks. Possibly, some non-feeling architectures might also show activity peaks so not all peaks would necessarily show successes, but all successes would show peaks.

So, the evolutionary system would take basic detection circuits as input, modify them, add random components, then connect them in simple symmetrical feedback loops. Most results would do nothing. Some would show self-reinforcement, evidenced by activity peaks. Those are the ones we need.

The output from such an evolutionary design system would be circuits that feel (and some junk). We have our basic components. Now we can start to make a conscious computer.

Let’s go back to the gel computing idea and plug them in. We have some basic detectors, for light, sound, touch etc. Pretty simple stuff, but we connect those to our new feeling circuits, so now those inputs stop being just information and become sensations. We add in some storage, recording the inputs, again with some feeling circuits added into the mix, and just for fun, let’s make those recording circuits replay those inputs over and over, indefinitely. Those sensations will be felt again and again, the memory relived. Our primitive little computer can already remember and experience things it has experienced before. Now add in some processing. When a and b happen, c results. Nothing complicated. Just the sort of primitive summation of inputs we know neurons can do all the time. But now, when that processing happens, our computer brain feels it. It feels that it is doing some thinking. It feels the stimuli occurring, a result occurring. And as it records and replays it, an experience builds. It now has knowledge. It may not be the answer to life the universe and everything just yet, but knowledge it is. It now knows and remembers the experience that when it links these two inputs, it gets that output. These processes and recordings and replays and further processing and storage and replays echo throughout the whole system. The sensory echoes and neural interference patterns result in some areas of reinforcement and some of cancellation. Concepts form. The whole process is sensed by the brain. It is thinking, processing, reliving memories, linking inputs and results into concepts and knowledge, storing concepts, and most importantly, it is feeling itself doing so.

The rest is just design detail. There’s your conscious computer.

Things that don’t work but could

Street lights, quality of life, and the UK space industry

I wrote a long time ago about the problem caused by excessive street lighting and sky glow that prevented a whole generation from growing up with the experience of awe induced in anyone looking up at a clear night sky.

Well, we now have many councils turning off street lights as early as 9pm, to reduce CO2 emissions, making streets dark, to the annoyance of many people and the delight of others, including me.  Carbon emissions are one of the lesser problems facing us, and the carbon emissions this avoids will have an immeasurably small effect on the environment. But the law of unintended consequences this time acts in favour of science, and will even benefit the environment by a convoluted route nothing to do with the one intended.

Anyway, we can see stars again, and it’s wonderful. Hooray! Keep the lights off – not on motorways though, very different situation there.

When people look at the stars, and see a whole sky full of them, they can’t help but think about their place in the universe. They start to wonder what’s out there, whether we are alone, whether they matter and their place in the grand scheme of things, whether even humans matter. They wonder about going out there, visiting, their kids maybe being space travellers. There are very few science teachers who can match the raw inspiration of looking at a clear sky full of stars. Suddenly everyone is a Hawking or at least a Cox, or maybe even a budding Armstrong. Apart from that, seeing a rich clear sky directly improves our quality of life.

Turning off the lights will drag many people of the isolation induced by modern life. It will expand their minds and make them think further. It will encourage many kids to do science and engineering, helping our economy prosper. Some will be inspired to become scientists looking at nature, and will help the environment as a result. Many others will be made aware of the smallness and vulnerability of the Earth. Some will want to go into space, or become engineers developing space technology. Or entrepreneurs looking at the potential for exploration and commercial exploitation.

In short, although done for the wrong reasons, turning off the street lights will bring great rewards. It will make us happy, more curious about the universe, more concerned about the fragility of the Earth, more determined to protect it, but more aware of the external factors driving things. And it will act as a recruitment drive for a generation of space scientists and space engineers and even astronauts.

Turning off the street lights will greatly increase the number of awe and wonder experiences people feel, and could be the biggest boost to the UK space industry we’ve seen in a generation. It would be great if this was intentional and local governments knew what they were doing, but I very much doubt that. It is instead a very happy accident.

The future of time travel: cheat

Time travel comes up frequently in science fiction, and some physicists think it might be theoretically possible, to some degree, within major constraints, at vast expense, between times that are in different universes. Frankly, my physics is rusty and I don’t have any useful contribution to make on how we might do physical time travel, nor on its potential. However, intelligence available to us to figure the full physics out will accelerate dramatically thanks to the artificial intelligence positive feedback loop (smarter machines can build even smarter ones even faster)  and some time later this century we will definitely work out once and for all whether it is doable in real life and how to do it. And we’ll know why we never meet time tourists. If it can be done and done reasonable economically and safely, then it will just be a matter of time to build it after that.

Well, stuff that! Not interested in waiting! If the laws of physics make it so hard that it may never happen and certainly not till at least towards the end of this century, even if it is possible, then let’s bypass the laws of physics. Engineers do that all the time. If you are faced with an infinitely tall impenetrable barrier so you can’t go over it or through it, then check whether the barrier is also very wide, because there may well be an easy route past the barrier that doesn’t require you to go that way. I can’t walk over tall buildings, but I still haven’t found one I couldn’t walk past on the street. There is usually a way past barriers.

And with time travel, that turns out to be the case. There is an easy route past. Physics only controls the physical world. Although physics certain governs the technologies we use to create cyberspace, it doesn’t really limit what you can do in cyberspace any more than in a dream, a costume drama, or a memory.

Cyberspace takes many forms, it is’t homogeneous or even continuous. It has many dimensions. It can be quite alien. But in some areas, such as websites, archives are kept and you can look at how a site was in the past. Extend that to social networking and a problem immediately appears. How can you communicate or interact with someone if the site you are on is just an historical snapshot and isn’t live? How could you go back and actually chat to someone or play a game against them?

The solution to this problem is a tricky technological one but it is entirely  possible, and it won’t violate any physics. If you want to go back in time and interact with people as they were, then all you need is to have an archive of those people. Difficult, but possible. In cyberspace.

Around 2050, we should be starting to do direct brain links, at least in the lab and maybe a bit further. Not just connections to the optic nerve or inner ear, or chips to control wheelchairs, we already have that. And we already have basic thought recognition. By 2050 we will be starting to do full links, that allow thoughts to pass both ways between man and machine, so that the machine world is effectively an extension of your brain.

As people’s thoughts, memories and even sensations become more cyberspace based, as they will, the physical body will become less relevant. (Some of my previous blogs have considered the implication of this for immortality). Once stuff is in the IT world, it can be copied, and backed up. That gives us the potential to make recordings of people’s entire lives, and capable of effectively replicating them at will. Today we have web archives that try to do that with web sites so you can access material on older versions of them. Tomorrow we’ll also be able to include people in that. Virtually replicating the buildings and other stuff would be pretty trivial by comparison.

In that world, it will be possible for your mind, which is itself an almost entirely online entity, to interact with historic populations, essentially to time travel. Right back to the date when they were started being backed up, some time after 2050. The people they would be dealing with would be the same actual people that existed then, exactly as they were, perfect copies. They would behave and respond exactly the same. So you could use this technique to time travel back to 2050 at the very best but no earlier. And for a proper experience it would be much later, say 2100.

And then it starts to get interesting. In an electronic timeline such as that, the interactions you have with those people in the last would have two options. They could be just time tourism  or social research, or other archaeology, which has no lasting effect, and any traces of your trip would vanish when you leave. Or they could be more effectual. The interactions you have when you visit could ripple all the way back through the timeline to your ‘present?’, or future? or was it the past when you were present in the future? (it is really hard to choose the right words tenses when you write about time travel!!). The computers could make it all real, running the entire society through its course, at a greatly accelerated speed. The interactions could therefore be quite real, and all the interactions and all the minds and the rippling social effects could all be implemented. But the possibilities branch again, because although that could be true, and the future society could be genuinely changed, that could also be done by entirely replicating the cyberworld, and implementing the effects only in the parallel new cyber-universe. Doing either of these effectual options might prove very expensive, and obviously dangerous. Replicating things can be done, but you need a lot of computer power and storage to do it with everything affected, so it might be severely restricted. And policed.

But importantly, this sort of time travel could be done – you could go back in time to change the present. All the minds of all the people could be changed by someone going back in the past cyberspace records and doing something that would ripple forwards through time to change those same minds. It couldn’t be made fully clean, because some people for example might choose not to have kids in the revised edition, and although the cyberspace presence of their minds could be changed or deleted, you’d still have to dispose of their physical bodies and tidy up other physical residual effects. But not being clean is one of the things we’d expect for time travel. There would be residues, mess, paradoxes, and presumably this would all limit the things you’d be allowed to mess with. And we will need the time cops and time detectives and licenses and time cleaners and administrators and so on. But in our future cyberspace world, TIME TRAVEL WILL BE POSSIBLE. I can’t shout that loud enough. And please don’t ignore the italics, I am absolutely not suggesting it will be doable in the real world.

Fun! Trouble is, I’m going to be 90 in 2050 so I probably won’t have the energy any more.

The world is more complex than it seems. AARRGGHH!

Thanks @AKPosthuman for the title. I’ll be largely preaching to the converted here, but never mind.

Life seems to be cyclical in all sorts of ways. The one phasing me today is that all of a sudden I feel less sure about lots of things I was certain about a few years ago. Science, political allegiance, world order, basic values, even basic questions like who the hell am I really?

You start of as a child and know sod all, but by the time you’re out of nappies you persuade yourself (and fail to persuade your parents) that you know everything. Then you go to school and discover there are deeper problems than counting to ten. At each stage of qualifications you get to a point where you start thinking you understand stuff, or at least must be getting close. But it is an illusion. You only ever get to understand the answers to some of the questions you’ve been made aware of so far. A bit more education and a whole new range of questions appears. A garden snail is probably confident that it understands the world fine. And it does, it has answers to all it wonders about, it just doesn’t ask deep questions (guessing a bit here, I don’t really know what a snail thinks). It may well be true that ignorance is bliss. It certainly needs less effort.

After graduation, you get chucked in at the deep end in work, and are exposed to the full reality that you are a mere novice in a world of experts. A decade later, you’re starting to catch up and hopefully pushing ahead in at least some tiny areas. A decade after that, you’re flying high, in your own head at least. You’re confident in your field, understand how the world works, the arguments for and against X,Y and Z, and which is right. You have a well stocked basket of opinions on just about everything of importance to you, you know which flag to salute, who you are, what matters, what you believe and what you know to be trash. You know who to look up to, and who is full of crap. You know there is more to learn, that the world is much bigger and more complex than you thought, but that just drives you on, it’s what life is about.

And then you start to realise it isn’t even that simple. Just as you thought you realised the world was more complex than you thought, but you could allow for that, but you were at least starting to get the beginnings of a grip, you discover it is actually far more complex than you thought. Well, that’s where I realised I am this morning. Another cycle of discovery, starting all over again. I have to re-evaluate the whole damn thing from scratch again with revised thinking.

AKposthuman assures me that this is becoming wiser. God I hope he’s right. I’d hate to think my brain is decaying and yesterday’s easy problems now look hard because of that. If I can persuade myself  that what I’m seeing is just a glimpse of the next level of questions, and see how damned frightening it is, then I’ll be fine.

Thanks AK. Wonder if I’ll live long enough to see the start of the next cycle?