The world’s biggest problems and why they’re not what first comes to mind
80000hours.org
80000hours.org
As far as AI risks, I am more concerned of the risk of human error in believing they understand things enough to deliver systems that can really mimic intelligence when in reality I've seen nothing intelligent in anything that claims AI in it, high speed weighted pattern recognition, yes, intelligence, no.
Moreover, if there is financial gain, the incentives in the current system are to grab an idea and keep the details of its realisation under tight wraps as far as possible: Further development is done outside of public academic circles and results are protected by trade secrets or patents.
Yes, the results of the research will eventually benefit society - when offered as a commercial service or product - but only in an opaque, "black box" kind of way as the details are not for public discussion. Even that offer is primarily driven by the desire to make money and consolidate power an only secondary to advance society.
I'm starting to believe that this may still be sufficient to fulfill the 80 of the 80/20 rule. Properly directed, powerful pattern recognition can do a lot when tied into regular old programming logic.
Regular programs work well in low uncertainty environments, and some well trained ML networks can create that low uncertainty environment out of a relatively high uncertainty environment.
The problem is to find the real problems to solve hiding under the obvious solutions.
But the reason people starve or go homeless is not due to scarcity of food or land.
Problems created by people of fairness, justice and equality of opportunity are more immediate threats to human dignity and welfare. People are currently killed, tortured, and abused because of that. Human/civil rights are in no good shape globally, and even here in the US we aren't doing so well.
Climate change is a problem but it has become a run away train of political and bureaucratic inertia, just like the war on poverty and the war on drugs, but even more exaggerated.
While we talk about climate change--high-and-mighty from the comforts of well-paying gigs--causing people to starve or go homeless, there are real people right now In this world who are starving, dying, or homeless with little to no hope.
Research into x-risks from AI, though, remains an extremely niche field - its total funding is probably several orders of magnitude less than the amount spent on climate change. 80,000 Hours care about effectiveness on the margin, which is why their list of priorities looks the way it does.
This will be a slow, step-by-step process where the media will be working against the general population.
Truckers are going to be among the first ones to be replaced with self-driving vehicles. Quoted from The Second Intelligent Species: How Humans Will Become as Irrelevant as Cockroaches (Marshall Brain)
In addition, the mainstream media outlets will not cover the protests of truckers, or the force used against them, to any great extent. To the general, TV-watching public, any attempt at a trucker riot will be largely invisible, or will be marginalized as a nuisance. And any truck drivers who do appear in the media will tend to be selected to be the loudest, most extreme people possible. Therefore, when the general public looks at these extremists, teamsters will appear to be crazy. All truck drivers will be stereotyped with this “crazy” label, and the truckers will lose public support.
This is going to repeat itself until there are almost no human jobs left, if any. The rich will get richer and the poor will be stowed away, out of sight.
I mean, we're already in a world where a large percentage do not trust anything the media is saying. Where 'CNN is fake news' is basically a meme and 'alternative' news publications have taken a large bite out of the older ones' markets.
If they try and paint the trucker actions as all negative or crazy, it could go about as well as painting Trump crazy did prior to the 2016 election. Or pleading for Britain to stay in the EU pre Brexit.
And something similar also led to GamerGate becoming such a catastrophe.
If the media try anything like this against the general population, they'll soon notice that:
1. Trust in them will decline even further 2. Alternative news sites and YouTube influencers will take full advantage of the situation and cover the other side extensively. 3. They'll turn social media sites into even more of a war zone than they already are.
So unless they want Breitbart (or the next Breitbart equivalent) to gain a few thousand times more traffic from people who feel like 'the media' is lying to them, I doubt they'll continue this sort of path.
The media is and has been doing this for decades. If they do it in a totally obvious and outright manner, then yeah, everyone's going to notice, but if they do it in a more subtle way and push their agenda over a longer timeframe, most people won't notice that, or they'll only notice it when it's too late. It's not about brainwashing everyone. All you need is a critical mass and once you're there, you've basically won.
Most people lack critical thinking abilities and they're rather contend with having other people think for them. You don't notice this here on HN because the readers and commenters here are far smarter than the average person is.
https://www.ft.com/content/fa332f58-d9bf-11e6-944b-e7eb37a6a...
With the figures getting as bad as 24% trust in the UK:
https://www.theguardian.com/politics/2017/jan/16/britons-tru...
And it apparently goes as low as 5% among Republicans:
http://www.huffingtonpost.com/entry/donald-trump-trust_us_58...
Does that mean the average person has good critical thinking skills? No, not really. A lot of people's distrust comes as much down to feeling like their views/tribe are under personal attack rather than an actual analysis of how the media covers them.
But if they distrust mainstream media sources about stuff like Trump and his policies, then the likelyhood they'll trust them about how others in their own situation are 'crazy' could be even lower.
I mean, they're already used to seeing themselves painted as 'deplorables' here.
It's also likely people outside the larger outlets will write and heavily promote articles that counter any 'narrative' they detect in more mainstream sources.
People say lots of silly things though. The predictions based on Moore's law and neural equivalents have always been for around the 2020s. Check out Moravecs thing for example http://www.jetpress.org/volume1/moravec.htm - and it's not rocket science - you can do the calculations yourself is so inclined.
Quick search will show me many different things including climate change is real, climate change is a hoax, ice is expanding 9/11 was done by the government etc.
"A quick search" is the worst form of argument that exist as it will show you many different things.
First off, my referring you to make a search wasn't deferring an argument to Google, it was me not wanting to do research for you. Yes, you can find sources that say anything you want, but all sources are not created equal, and the number of sources are not equal as well. If you cannot separate good sources from bad sources of information, well that's a problem I can't help you with.
> That has nothing to do with total disaster.
What on earth do you mean? You don't think Bangladesh and other low lying nations losing land to the rising oceans is a total disaster? I'm starting to feel like you're not interested in a real discussion, and if that's the case I'm done replying to you.
We are speaking for humankind here not for one country. Claiming it's total disaster is missusing that word and sounds more like you are the one who doesn't want a real discussion but just want to preach your already established opinion about the climate.
Thanks but no thanks.
[1] http://www.worldometers.info/world-population/bangladesh-pop...
No, it isn't. First off, 1% of the population doesn't "consume" 1% of the land. People can be packed in pretty densely. Second off, people can move/relocate. The land, once lost to the rising ocean, is gone forever.
> How are you concerned about them losing land but not about them gaining people?
Why are you putting words in my mouth? When did I even mention overpopulation let alone dismiss it? Of course overpopulation is an issue, and is a cause of climate change. But it wasn't part of the conversation. If you want to bring it in, I would say it is also a bigger concern than AI.
The Copenhagen Consensus is an attempt by economists to rate the cost/benefit of various schemes to improve life for humans globally. It was was prompted by the apparent waste of governments committing to billions, if not trillions of dollars towards climate change mitigation efforts, which may or may not provide results. All while people, especially children, are dying from problems that have lower-cost solutions. The question posed is: If you had $75bn for worthwhile causes, where should you start?
1. Bundled micronutrient interventions to fight hunger and improve education
2. Expanding the Subsidy for Malaria Combination Treatment 3. Expanded Childhood Immunization Coverage
4. Deworming of Schoolchildren, to improve educational and health outcomes
5. Expanding Tuberculosis Treatment
6. R&D to Increase Yield Enhancements, to decrease hunger, fight biodiversity destruction, and lessen the effects of climate change
7. Investing in Effective Early Warning Systems to protect populations against natural disaster
8. Strengthening Surgical Capacity
9. Hepatitis B Immunization
10. Using Low‐Cost Drugs in the case of Acute Heart Attacks in poorer nations (these are already available in developed countries)
Note: No AI.
However, they focus on what will most help the global poor in the near term. We're interested in considering the full range of issues, especially those that are important from the perspective of the long-term future (for reasons explained in the article).
To offer a couple of counter points from the linked wikipedia article:
* the Copenhagen Consensus' fixed budget of $75b prevents truly large problems from being in scope; and
* curiously overpopulation wasn't addressed as a priority by the panel
I'll offer a few provocative Garrett Hardin quotes:> We summarize the situation by saying: 'There is a shortage of food.' Why don't we say, 'There is a longage of people'?
> Exponential growth is kept under control by misery.
> What features of your daily life do you expect to be improved by a further increase in population?
I think efforts to give women more options than having large families should be highly prioritised (e.g. family planning, education, economic opportunities). This is the case in the developing and developed world.
http://www.copenhagenconsensus.com/publication/post-2015-con...
http://blog.givewell.org/2016/05/03/reservations-water-quali...
> Risks from artificial intelligence
> Promoting effective altruism
No mention of poverty, health, education, war.
"Developing world health" is number 7 on the list.
Also - 80,000 Hours aren't saying those causes should be ignored, but that they're currently not neglected - plenty of people are already working on them. The list isn't of 'the best causes', it's 'what causes we think are the most important at the margin'.
The one I care most about: "Medical research into how to slow ageing " Their link too me to http://www.nickbostrom.com/aging/aging.html which I was happy to see such a smart dude on board.
Can you imagine the billions of dollars of research investment such a company will require to build such an AI? It'll be a company with an enormous valuation and huge revenue pressures to full-fill. With such enormous economies of scale, there will be entire divisions implemented to watch over and monitor every aspect of operations. Just like Google optimizes every last byte on their homepage - every last algorithm, every last though the AI has, will be dissected, monitored, quantified and anlyzed. 1000 year Simulations will be run to ensure that not a single bot is misplacing any of it's attention, every loop counted. If a single cup a coffee doesn't get delivered on time, it will be corrected.
A much bigger problem will be - what to do when the richest .00001% are making 90% of the world's income. This is the problem we should be focused on.
One example is that 2700 people will die from malaria today. Maybe we can save a million lives a year if we'd all work together on this?
During war there are all kinds of accidents, bad judgment, etc. Friendly fire, for example, is a major cause of death.
Now how about the hundreds of people who have died while we were having this conversation?
Let's try this exercise: ask 100 people what would they do if they were locked in a room with intelligent robot that can decide to kill them if it feels threatened. You may or may not give the person a remote kill switch that kills the robot.
My point is the AI can not reasonably trust humans therefore we can not trust the AI.
If there's anyone left in EA willing to listen: I'm begging you, please stop this foolishness. To everyone outside the bubble, you look like lunatics, and it has done immense and possibly irreparable damage to the EA "brand" which could otherwise be capable of such great things.
I have yet to see a single AI's malicious behavior stopped by a proponent of AI risk, and that's considering that today's AI is still pretty dumb. I want to believe that they have released code, a specific policy, or something that I can use right now to stop the dumbest of botnets, but I'm not aware of anything.
Anyone better informed that me could chime in?
Either way, MIRI has published some papers that they think are working towards their goal. https://intelligence.org/research/ I'm not well informed enough on this subject to try to judge that claim, though, and overall I'm conflicted as to how important I should rate AI risk. But I think having some people work on it is good, in much the same way that I value basic science research.
In terms of stuff done: OpenPhil, an EA org, has given north of $30million to groups researching strong AI and its risks[0]. Some effective altruists also choose to donate to AI research groups like MIRI[1].
Why would stopping a botnet be evidence of effectiveness at tackling strong AI? Botnets don't exhibit any kind of intelligence as far as I'm aware.
0. http://www.openphilanthropy.org/giving/grants
1. http://effective-altruism.com/ea/14c/why_im_donating_to_miri...
Because it's much, much easier than their ultimate goal, and you could generalize from there, like biologists do.
But also: because it would show that they have more claws that (say) Asimov, who gave clear lines about what a robot should not do, and yet is entirely powerless to stop anyone from making such a robot.
If they want to stop strong AI, shouldn't they be able to actually stop first regular, weak AI? And if they want to stop weak intelligence, shouldn't they be able to stop a barely intelligent botnet first?
Yes: Donated money: https://www.givingwhatwecan.org/
I primarily give to the Against Malaria Fund and GiveDirectly. Some others donate to AI-relate research.
I personally haven't spent any time as an AI researcher OR as a malaria-net seamster. Does that mean I haven't done anything? Or does donating tens of thousands of dollars for bed nets count?
If that counts, why wouldn't donating to causes like AI risk count?
Listen to Cathy O'Neil for a more reasonable and actionable perspective on how we need to fix AI.
This isn't research, it's a thinly disguised and exceptionally cynical fundraising pitch.
Which is a shame, because I actually really like the basic idea behind 8000hours
At 80,000 Hours, our focus is also not on giving money. We're trying to help people find jobs in these areas, often in academia or policy and many other sectors.
That means attacking the problem directly isn't an effective approach. Especially if it creates AI-risk fatigue.
We should absolutely be funding blue-sky research into mitigating, predicting, controlling, etc. AGIs if/when they're developed. But we are doing that (e.g. intelligence.org ) so, again, the doomsday prophets aren't contributing anything.
Given this, I wonder where is the bubble. Of course, I see a lot of blog posts and hype, startups here and there, companies pouring billions into "AI".
Yet, I cannot participate in that bubble because:
- big companies (GOOG and the likes) are not positioned for AI only and are quite expensive already (maybe it's rather a tech or even stock market bubble there)
- small companies (I assume) are mostly start-ups, so there is no way to "get in" except as a VC
So yes, I see the signs of the bubble but I don't see where "mom and pop" come into play there.
Any suggestions as to what makes this bubble a real investment bubble? Or does bubble in this case mean something different?
There's also an investment surge in AI, which might be a bubble, but if you're asking how to participate, then I suspect you're not going to get to participate. Plus, the word "bubble", in the context of investment, means something about to pop. If it's an actual investment bubble, you don't want in.
However, if you did really believe the hype, and think that ML will lead to major breakthroughs in the next decade or so, then that would make it even more urgent.
There also more in-depth discussion here: https://80000hours.org/2017/04/how-accurately-does-anyone-kn...
But we dont solve big problems by focusing on big solutions.
The amount of money thrown at the problem and the willingness of people to work. to feed themselves is already more than enough resources to solve it. It's a problem of people and our institutions, not that it's costly to solve it (it's extremely cheap, in relative terms, actually).
You might be interested to also know that traditionally the scarcity problem is defined as limited resources. When JMK talked about the scarcity problem, he was talking about limited resources--so when we talk about food, that's looking to be getting very close to sowthing that is not a limited resource. It's almost not even scarce, and it's easily produced with little input*
*speaking of commodity food
Maybe where you are misunderstanding is that commodity food is actually extremely cheap. The world can be fed on a tiny fraction of global GDP.
Or, maybe it's this: Post scarcity does not have to mean 100% free, just that it can be possible to be available to everyone at very low cost--which it is. Getting that last bit of price drop to 0 can be difficult or improbable, and the definition of post scarcity does not require it, nor should it.
It's not even close to being very low cost to make sure everyone have food in this world not even close.
Additionally, I was travelling most of the time in developed countries, and not selecting cheapest options. And certainly was buying small amounts at retail prices.
So say 2$ a day as an aggressive estimate of what can keep an average person alive.
@ 2$ per person you can feed the world for 5 trillion a year. That's not even 7% of global GDP, and it's not even including home production.
So with 7% of global production we can feed every single person--as an upper level estimate. I would bet it's possible to get below 50c per person.
That's not a cheap price?
My explicit argument is $75 billion for healthcare to the poor goes in exactly which pockets? That's always been the scam: Help the poor pay your friend.
Homes can be destroyed. They can be seized. They can be turned into debt obligations. Now try that with a vaccine.
> People who don't have the safety a home offers are forced to plan for the moment and not for the future.
People who don't have X are forced to plan for the moment, for many values of X.
> My explicit argument is $75 billion for healthcare to the poor goes in exactly which pockets?
$75 billion for X often goes in the wrong pockets, for many values of X. Why are you so stuck on the idea of housing as the one thing that's uniquely beneficial and immune to the problems affecting other kinds of aid? People who have actually studied the issue, including those who wrote the OP, seem to have reached a very different conclusion. I'm inclined to believe people who show their work, more than those who engage in evidence-free special pleading.
https://www.theatlantic.com/politics/archive/2016/01/how-hea...
It is the old teach man to fish vs give him a fish thing, but with a twist. Someone who is physically unable to fish (ie disabled) will not eat for a lifetime no matter how much effort you put into teaching.
Your point about stability is important, but it not a major factor for large numbers of poor people. (don't get me wrong, for others it is the large factor)
We like to use empirical research studying many people in poverty, which strikes me as being better than a personal anecdote. Less salient, but also less skewed to my one life story.
Self sustenance in food, water, energy and protection for individuals.
Health and life expectancy.
Harmonious relation with Earth and nature.
I'd be happy with solving just the first one.
Right, we only extinguish species after species living on this planet along with us. Mass genocide of hundreds of billions of living beings. And why? Because there are only few humans that are comfortable with the idea that other species may be as important and capable as they are.
Stop making more humans, we really don't need more humans on this planet, in my opinion more humans are making things worse, not better. And if you need more humans for your pension (or other financial/workforce/... requirements), your system is flawed, and it will break when the planet can no-longer support your exponential system. And then you have 2 problem: the planet and your pension.
Humans aren't the only species destroying other animals' habitats for their own goals, but they're the most destructive one by a great margin. To make matters worse, humans possess the means and should have the common intelligence to find a better way. But instead of working together and saving the planet with all living creatures on it, humans are too busy fighting wars in an attempt at imposing domination on others.
- Solving overfishing
- Solving industrial slaving
- Solving capitalism (we know that we can't continue to grow like this without having a proper solution)
- Solving war
- Solving right to travel and stay where you want, global identity "Citizen of the world"
Note: Not in order
> We’ve been ... drawing together research from the University of Oxford’s Future of Humanity Institute; the Open Philanthropy Project (a foundation with billions of dollars of committed funds); the Copenhagen Consensus Center (a major think tank); and other groups.
It's not as though their analysis is pulled out of thin air.
The Open Philantropy Project is also unproven and the first anyone heard of them was when they made the news for deciding that one of the world's most deserving charities is the roommate of one of its founders.
The Copenhagen Consensus Center is a major think tank best known for downplaying climate change. I can see why they would provide validation to a bunch of tech bros who are also unconcerned about climate change because they're concerned about the sci-fi robocalypse.
You might as well have just listed Less Wrong on there.
I trust none of these people to decide how to change the world. Sorry.
In other words, you cant just come along, open up shop, and build a better widget and take over the market. We'd need multiple simulations of earth to be realistcially competitive and scientific about this.
AI is clearly not a problem, only a trends.
The main and only problem is the industrialisation, people that don't have access to water, food, liberty. Liberty I mean, that I own a land that I want, do like I want, because I'm currently living on earth, I don't care about your old purchase of your family. I had the right to life how I want. Liberty mean that I can die for smoking if I don't care and it's my opinion and it's not your problem to solve it. Therefore had nothing to do on the biggest problems.