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In the same vein, "Human intelligence" led to the 2008 crash. Human's aren't infallible either. My problem with this argument is that there is no logical basis
by raz32dust 7y ago
In the same vein, "Human intelligence" led to the 2008 crash. Human's aren't infallible either. My problem with this argument is that there is no logical basis for how exactly human intelligence is different. Computers aren't there yet in most domains, but there is no evidence to say they can't get there. How soon is anybody's guess right now.
While AGI might be far off, I can certainly imagine computers running larger and larger sub-worlds. e.g, if all cars were self-driving, I am reasonably sure we can design traffic to be more efficient with all cars coordinating with each other instead of humans trying to do so.
- yters 7y agoHumans don't think kittens are avocados with complete certainty because someone flicked a speck of green paint on the kitten.
- Viliam1234 7y agoBefore stating this with complete certainty, I would ask Oliver Sacks first. https://en.wikipedia.org/wiki/The_Man_Who_Mistook_His_Wife_for_a_Hat https://en.wikipedia.org/wiki/The_Man_Who_Mistook_His_Wife_f...
- raz32dust 7y agohttps://en.wikipedia.org/wiki/Proof_by_example https://en.wikipedia.org/wiki/Proof_by_example
- tlb 7y agoQualitatively, humans are likely to say, "Whoa! Hold on. This doesn't make sense." when presented with unreasonable data, while algorithms are likely to proceed and do whatever. We don't have good programming abstractions for "This doesn't make sense." You want something between proceeding and aborting.
- raz32dust 7y agoWhy not? Probability + threshold/activation function in neural nets is basically modeling that.
- jerf 7y ago"My problem with this argument is that there is no logical basis for how exactly human intelligence is different." I can give you a partial answer, which is that human intelligence is somewhat slower, which mitigates the ability to crash the entire economy in 15 seconds. That's why a stock market can crash in 15 seconds nowadays, but "the housing market" can't. This gives people some time to do some things about it with some degree of thought, rather than all the agents in the system suddenly being forced to act in whatever manner they can afford to act with 15 milliseconds of computation to decide.
- robbiep 7y agoThat’s also why there are trading halts built into all major exchanges, so if something triggers a large fall, there is a circuit breaker in the decision process of 18-48 hours for people to process and digest information
- gricardo99 7y agoJust FYI, NYSE Rule 80B[1] halts trading for 15 minutes, or until the next day if the first 2 levels are breached. CME follows similar rules. 1 - http://wallstreet.cch.com/nyse/rules/nyse-rules/chp_1_3/chp_1_3_4/chp_1_3_4_21/default.asp http://wallstreet.cch.com/nyse/rules/nyse-rules/chp_1_3/chp_...
- greenyouse 7y agoJust for fun here's a link to a 2010 flash crash before those rules were in place where a trillion dollars were dropped in half an hour due to algorithms. https://en.wikipedia.org/wiki/2010_Flash_Crash https://en.wikipedia.org/wiki/2010_Flash_Crash
- scotty79 7y agoMaybe if economy can be crashed in 15 seconds it should be crashed in 15 seconds do we can have a saner economy? Letting AI in is like fuzzing for computer programs. It can break your program in interesting ways but that's a good thing.
- dwaltrip 7y agoWithout some robust general intelligence in the loop, whether that be AGI or human, computers will always have countless strange, unpredictable, and devastating failure modes, especially if given increasing responsibility. This is the reason why few systems of significant complexity and risk exist today without humans in the loop.
- inflatableDodo 7y ago>computers will always have countless strange, unpredictable, and devastating failure modes, especially if given increasing responsibility. Sounds like most people I know. We are much better at reflecting on them though.
- onemoresoop 7y agoIn the same vein, a machine should always be geared towards being a tool put into the use of the human intelligence. This tool was designed by human intelligence after all. The problem is when human intelligence creates such a tool that becomes so complex it no longer understands how it works, what it does and how to stop it. There's no doubt that more things will be managed by machines and artificial intelligence but let's not make human intelligence a second class citizen.
- maxxxxx 7y agoI think what will happen is that a few people at the top will manage the machines and benefit from them while they will be trying to make the other humans second class. I think a scenario like “Elysium” is very possible. That is until there is a revolution and then nobody knows how that will end.
- exelius 7y agoThe biggest problem with “human intelligence” is that our memory is so short and influenced by emotion. Though judging by the amount of data created and lost over the last decade, that’s probably true of computers too.
- raz32dust 7y agoBut is emotion bad? Emotions can be thought of as programmed biases, and we might have evolved them because they are collectively good for the species. Emotion is what caused many of the examples stated in this thread where a human made a better decision than a computer.
- exelius 7y agoI don't think emotion on its own is bad or good; but it's not something that a computer can emulate. You may get better decisions in some scenarios with certain stakeholders, and worse decisions in other scenarios. When we talk about "programmed bias", we need to be careful because different subsets of the population hold different bias -- so the bias programmed in is reflective of the experiences of the team that developed the software rather than the population of users it affects.
- new4thaccount 7y agoI read once that a soldier in Russia was supposed to fire off nuclear warheads once when faulty sensors erroneously indicated that America had already done so. Had the system been a mathematical contract, we would all be dead. Instead, a hero determined sat pondering whether he should do it and then realized the sensors had to have been defective as he wasn't dead yet.
- Zanni 7y agoYou're probably thinking of Stanislav Petrov: https://en.wikipedia.org/wiki/Stanislav_Petrov https://en.wikipedia.org/wiki/Stanislav_Petrov
- new4thaccount 7y agoYes and thanks for linking. I re-read it and according to the article he didn't actually have the power to press the button, but not immediately reporting to his superiors who had the "button" had the same impact and my previous statement remains true about automated systems built by imperfect beings.