Anjana Ahuja: Science Notebook
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I hope that I’m not around to witness “the Singularity”. This is a spooky point in the future at which artificial intelligence (AI) is predicted to surpass human intelligence. Just as the term “singularity” is used to describe a black hole and the meltdown of the laws of physics within it, an intelligence singularity is similarly supposed to lead to unprecedented weirdness.
Why? Because the ultra-intelligent machines that we create, it is fancied, will go on to create even smarter machines. This process could result in an exponential explosion in intelligence that will relegate people to the status of an amoeba or, perhaps, a domestic cat. It is not a flippant analogy: some academics envisage that super-intelligent machines will one day keep human beings as pets.
So concerned are some scientists that they get together every year to discuss it. This year’s Singularity Summit took place at Stanford University in California, featuring an array of serious-minded speakers, mostly plucked from the field of AI. Here, the buzz seemed to be around “general AI” or AGI, the kind of intelligence that you and I have. We spend our early years learning some basic stuff, and the rest of our lives building on that knowledge to learn how to do other things. In essence, we learn how to learn. Robots tend not to do that – they just learn, and they have to be taught every step of the way.
IBM revealed its plans to build a robot that learns how to learn, by modelling its software on the brain of a child. The company has named its putative creation Joshua Blue (it/he belongs on the same family tree as Deep Blue, the chess-playing computer). IBM engineers believe that, for a machine to develop any sense of meaning about the world – as a child does by the age of three – it must be imbued, as children are, with both a sense of superstition and forgetfulness.
I’m really quite awed at the prospect of Joshua coming to life. Aren’t human toddlers scary enough?

Reason No 44 not to go to work: travelling underground possibly damages the lungs. Biologists at Inserm (National Institute for Health and Medical Research) in Paris collected dust samples from the Métro and then wafted them towards both living mice and cultured mouse cells. The dust caused lung inflammation and triggered the production of cytokines, which show the immune system is under the cosh.

Slowly pulling up alongside intelligent design in the race of unfeasible scientific ideas is creation algebra. Check out the syllabus from a Baptist school in Texas: “Students will examine the nature of God as they progress in their understanding of mathematics. Students will understand the absolute consistency of mathematical principles and know that God was the inventor of that consistency.” Should they have the misfortune to proceed to calculus, they will also discover that He has a foul sense of humour.

Anjana Ahuja joined The Times in 1994, and writes for times2 and the comment pages. In her Science Notebook she writes about science, medicine and technology, and their impact on society. She holds a PhD in space physics from Imperial College, London. She is currently on maternity leave.
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Computers are capable of performing more thorough multi-layered and complex analysis than humans, particularly where there's a lot of data to consider and more chance that a human will forget to take some fact or set of facts into account, and can already substitute raw calculative ability for intuition, and their own 'substituted intuition' is better than human judgment. Most intuition can be easily analyzed and programmed into a computer. For any given area of inquiry a computer can be programmed with all the standard techniques and calculate quickly, and can be performed to generate and test generalizations as well. Humans have chosen the one area where their own abilities rival computers and proclaimed their superiority by (false) reference to that measure alone...a bit like saying if ya subtract the concept of zero from calculus you have nothing, not so much true or false but trading on so many ambiguities and falsehoods that ya might as well be muttering to yourself
lologic, los angeles, united states
We have been here before in 1960's, 70's 80's 90's etc. Computers are computers, their circuits are laid out flat in a two dimensional model, brains are laid out in a three-dimensional model. Humans often work out how a problem should be solved by "intuition", that sense whereby one feels the right way - not always by computation. a mathematician stated he know the proof to a formula in his head immediately, but writing a proof could take months. Then there is the concept of double-entendre, example how many meanings could be implied with "he was along time coming". Could a computer analyse assess and then correctly go through that - remembering how many times a day one has these thrown at you in a social situation. On paper a computer may be smarter - but one good joke and it would blow its circuits
Martin Wright, Birmingham, England
i didn't say computers couldn't be programmed to learn. i said ya could write a sophisticated program that could display intelligence without further learning. at any given point in time even a learning computer has a program that could have been written.
james m's remarks contain the usual errors. ya could remove many or most of the brain's neurons and still see displays of conscious intelligence. split brain research anyone? let's see him articulate what he thinks intelligence comes to apart from the replicable displays we see in humans. there are extant computers that can give a better description of computer intelligence than he provides here.
a single very capable computer brain does not necessarily possess the collective intelligence of those who built it. raw calculative ability wouldn't necessarily translate into anything formidable in areas outside of its original programming. ya might as well be concerned that ya built a trap gun that will harm ya when get home.
logician, los angeles, ca
i didn't say computers couldn't be programmed to learn...ya could write a sophisticated program that could display intelligence without further learning. at any given point in time even a learning computer has a program that could have been written. ya could remove many or most of the brain's neurons and still see displays of conscious intelligence. animals, split brain studies. brainists are unable to articulate reasons for thinking intelligence is something more than the replicable displays we see in humans. there are extant computers that can give a better description of computer intelligence than is provided in the letters. the definition of sentience is ad hoc and obviously false.
logic, los angeles, ca
apare athought for m/c that has a self presevation chip, humans would become surlpus to requirements, the rats in a m/c world, pet is wishfool thinking in an academic world.lets face fact humans still think a light bulb is agood adea, place your bets on the human race evolving to pet status.
michael joseph heavey, cahersiveen>adams towns, m
I refuse to worry about machines getting up to anything nefarious while they continue to need any sort of power source from which they can be disconnected if they get uppity - plugs pull out, batteries remove, solar panels can be covered.....
alexandria, Sheffield, UK
So far, software can only simulate intelligence. That is to say, algorithms which perform logic operations that are in no way related to intelligent thought (I can't stress that enough) APPEAR to exhibit intelligence in their manipulation of input stimuli or output. The most obvious example of this is AI (Artificial Intelligence) in computer games. What's important here is the fact that this appearance of intelligence is just that, an appearance.
The only way true sentience can exist within software is by creating a neuron-by-neuron software simulation of the brain. That is to say: every single basic component of a brain is replicated within data structures manipulated by software. The state of the neurons is managed by the software and the result - theoretically - is the equivalent output of a brain. However, given that this has never been done at all, and that the human brain has 100 billion neurons and 100 trillion synapses, I wouldn't get your hopes up any time soon.
James M, Southport, UK
There is no way to stop the progression to computers that are smarter than humans. To say that computers cannot learn is short sighted. The brain in a box concept ignores the multitude of useful tools that computers have or will have like hands, legs, tenacles and anything else you can think of. Years ago I wrote a program that learned from scratch by pain and pleasure. It was only 9 boxes with X's or O's but it could learn simple games like "Poison Dot" or "Find the L" from experience alone.
Bob Miller, Scottsdale, Arizona
we have tried humans as pets many times but, despite their often playful nature, the problem is with both toilet training and their inability to remain in the same spot in a car park whilst we shop.
this "find the pet" game is a puzzle that many in my race find mentally stimulating in the manner of your countdown tv programme; the one with the very badly dressed human female.
andy ofield, smallville, england
I used to bolster my faith by referring to the fact that a lot of people, far more intelligent than I, could live with doubts that were racking me at the time. I eventually decided that intelligence does not equate to sense, decided that my doubts were valid, and left a large wodge of learnt superstition behind me. M E Duban would do well to ask the simple question posed to him by Galapagos Pete. Mathematics as a religion makes more sense than any religion extant, although the fact that it failed the test of time says even more about religion.
Bill Q, Derby,
we couldn't learn to learn without already knowing how to learn. a robot could be programmed to perform a vast array of behaviours without further learning. in many regards computers and robots reached singularity a long time ago, can calculate and think much more capably than humans--chess, number crunching, among the most impressive displays of intelligence. for most tasks ya perform now ya could write a program that would enable computers or robots to perform the same task more quickly, and with access to a wider range of knowledge. robots don't randomly generate intentions but of course they could be programmed to do so. a sophisticated computer with level five intelligence could outthink a human on any topic but it wouldn't make much difference if that intelligence were trapped in a box, in one regard like being out-thought by a paralyzed person, minus the intentionality. intentionality in humans isn't as mysterious as many think--in fact it's simple and predictable.
logician, los angeles, california
M-E: First, buy a sense of humor. Second, why is math that works the same every time more miraculous than math that gave you different answers every time? I mean, if one object plus another object was sometimes two objects, other times three, other times 23; wouldn't that be amazing? 1 + 1 = 2 every time? Boring. Non-miraculous.
GalapagosPete, Weed, California
AA's comments make generally intesting reading, but she ought fight the temptation to join the bash on creationists, particularly with regard to the rel'ship between math and the Creator's mind. In the first place, the unnamed Texas Baptist school--perhaps Baylor, so-founded, or E. Texas B.U., a USN&WR best in '08?--breaks no new ground. The anonymous Prof, perhaps unwittingly (likely not) follows in a philosphical vein to >er or <er extent consistent with that of Plato, Euclid, Kepler, Galileo, Poincaré, Blake, Hobbes, Pascal, Gauss, Ramanujan, Jeans, etc, and one not divorced from the intellectual meanderings of Einstein, Hawking, et al. Second, AA's estimable training notwithstanding: folks brighter and more accomplished actually believe this stuff, in one form or another (AS Eddington,x HF Schaefer III, and FS Collins come to mind). Given it's bid to 'come, follow, die' (to self), one shouldn't wonder most everone disbelieves Christ, rather, that ones as bright as these yet do.
M-E Duban, Evanston, Illinois, USA
First â what purpose would human pets serve? Animal pets serve a purely emotional purpose, and since these machines will have been designed by people who don't do emotions, neither will they. Social machines might need pets, autistic mechanical geniuses won't.
Second â even being kept as pets is presumably A Good Thing if it delays the ultimate and inevitable extinction of the human race.
But then, that's the wonderful thing about creating fantasy futures: anyone can do it, and they're all equally valid!
Ian Kemmish, Biggleswade, UK
Machines to have a sense of superstition? The last thing we need is a religious-bigot-computer.
Terry Dell, Weybridge, UK