read

read

291 bookmarks
Custom sorting
Climate change - 80,000 Hours - EA Forum
Climate change - 80,000 Hours - EA Forum
Could climate change lead to the end of civilisation? …
If climate change could lead to the end of civilisation, then that would mean future generations might never get to exist – or they could live in a permanently worse world. If so, then preventing it, and adapting to its effects, might be more important than working on almost any other issue.
But even when we try to account for unknown unknowns,4 nothing in the IPCC’s report suggests that civilisation will be destroyed.
Looking at the worst possible scenarios, it could be an important factor that increases existential threats from other sources, like great power conflicts, nuclear war, or pandemics.
We think your personal carbon footprint is much less important than what you do for work, and that some ways of making a difference on climate change are likely to be much more effective than others. In particular, you could use your career to help develop technology or advocate for policy that would reduce our current emissions, or research technology that could remove carbon from the atmosphere in the future.
We’d love to see more people working on this issue, but — given our general worldview — all else equal we’d be even more excited for someone to work on one of our top priority problem areas.
Overall, climate change is far less neglected than other issues we prioritise. Current spending is likely over $640 billion per year. Climate change has also received high levels of funding for decades, meaning lots of high-impact work has already occurred. It also seems likely that as climate change worsens, even more attention will be paid to it, allowing us to do more to combat its worst effects. However, there are likely specific areas that don’t get as much attention as they should.
Climate change seems more tractable than many other global catastrophic risks. This is because there is a clear measure of our success (how much greenhouse gas we are emitting), plus lots of experience seeing what works — so there is clear evidence on how to move ahead. That said, climate change is a tricky global coordination problem, which makes it harder to solve.
We’re going to review the three most common ways people say climate change might directly cause human extinction: high temperatures, rising water, and disruption to agriculture.
Worst case climate scenarios look very bad in terms of lives disrupted and lost. We’re focusing on extinction because, for reasons we discuss here, we think reducing existential threats should be among humanity’s biggest priorities – in part due to their significance for all future generations.
In short, most scientists think it’s pretty close to impossible for climate change to directly cause the extinction of humanity.
If there were 12°C of warming, a majority of land where humans currently live would be too hot for humans to survive at least a few days a year.16 An increase of 13°C would make working outdoors impossible for most of the year in the tropics, and around half the year in currently temperate regions.
But even with the cloud feedback loop, it would take decades for global temperatures to reach this level, and while this worst-case scenario would cause extraordinary suffering and death, it seems very likely that we could adapt to avoid extinction (for example, by building better buildings and widespread air conditioning, as well as building more in the cooler areas of the Earth).
As an upper bound, we can consider what would happen if the polar ice caps melted completely. The highest estimate we’ve seen is that this would produce sea level rise of around 80 metres. Fifty of the world’s major cities would flood, but the vast majority of land would remain above water.
It seems that a one-metre sea level rise would, without adaptation, displace around half a billion people from their homes. But with adaptation (like building flood defences), the number of people displaced would be much smaller: the IPCC estimates that hundreds of thousands of people would in reality be displaced due to a two-metre sea level rise, far fewer than half a billion.
But, as with heat stress, sea level rise does not pose an extinction risk.
There may also be some positive effects of climate change on agriculture — for example, we’ll be able to grow crops in areas that are currently too cold. It’s possible that these effects would be enough to completely mitigate the negative effects on agriculture.
But even with all these likely disruptions, we should still be able to adapt — due to increasing agricultural productivity. Over the past few centuries, food prices have fallen as technology makes it cheaper and cheaper to produce large quantities of food.
So it is against this backdrop of rapidly improving productivity that climate change will act — and even if temperatures rise a lot, it’ll take some time (decades or maybe centuries) for that to happen. As a result, the IPCC expects (with high confidence) that we’ll be able to adapt to climate change in such a way that risks to food security will be mitigated.
One expert we spoke to did say that their best guess is that a 13°C warmer world would lead — through droughts and the disruption of agriculture — to the deaths of hundreds of millions of people. But even this horrific scenario is a long way from human extinction or the kind of catastrophic event that could directly lead to humanity being unable to ever recover.
It’s possible that climate change could lead to ecosystem collapse. Many ethical views put intrinsic value on biodiversity — and even if you don’t, ecosystem collapse could affect people and nonhuman animals in other ways.
There are, of course, many other benefits to biodiversity, like the development of new medicines. But overall, biodiversity loss seems like it won’t cause the collapse of civilisation.
Though this would be a humanitarian disaster of unprecedented proportions, humanity would still have land cool enough to live on, it won’t all be submerged in the ocean, and we will still be able to grow food in many places, though not all. In other words, humanity would survive.
The IPCC’s Sixth Assessment Report, building on Sherwood et al.’s assessment of the Earth’s climate sensitivity attempts to account for structural uncertainty and unknown unknowns. Roughly, they find it’s unlikely that all the various lines of evidence are biased in just one direction — for every consideration that could increase warming, there are also considerations that could decrease it.22 This means we should expect unknowns mostly to cancel out, and be surprised if they point in one direction or the other.
As a result, it’s extremely unlikely (we’d guess less than a 1 in 1,000,000 chance) that we’ll see the temperature changes necessary for climate change to have the kinds of effects that would directly lead to extinction.
It’s often claimed that displaced populations can increase resource scarcity and the risk of conflict in countries that they move to. Forced displacement also arguably increases the spread of infectious diseases and general political tensions. But it’s very difficult to estimate the size of these effects — and from there, to estimate the implications of these effects for the rest of society.
There’s also the possibility of much larger wars. If climate change significantly affects the fortunes of Russia, China, India, Pakistan, the EU, or the US, this could cause a great power war. Migration crises, heat stress, sea level rise, changes to agriculture, or broader economic effects on these countries could all contribute to the chances of conflict.
We haven’t thought about this possibility as much, but the same reasons we think climate change won’t lead to extinction suggest it won’t lead to a catastrophic event of this size. In short: even in the worst-case warming scenarios, a lot of humans will still be able to live on the land and grow food.
Even in the top 1% of worst scenarios, our guess is that it is extremely unlikely for premature deaths due to climate change to exceed a billion people, and this loss would likely be gradual (e.g. over a century) and due to things like declining economic productivity, rather than an all-at-once catastrophic collapse.
Moreover, if climate change gets very bad, that probably means we burned through our fossil fuel reserves. This isn’t an effect of climate change per se, but rather an effect of us not doing enough to prevent it by reducing fossil fuel use. Besides causing climate change and everything that that entails, using up our fossil fuel reserves would mean that if humanity does suffer a (different) global catastrophe that leads to a civilisational collapse, it might be harder to rebuild.
There are lots of global issues that deserve more attention than they currently get. This includes climate change, but also others that seem to pose a more material risk of extinction — like catastrophic pandemics or nuclear war.
Climate change seems unusually solvable for a global issue: there is a clear measure of our success (how much greenhouse gas we are emitting), plus lots of experience seeing what works — so there is clear evidence on how to move ahead.
And working on clean energy tech also seems neglected relative to its importance for solving the problem, though it still gets a lot of resources.
Other existential threats seem considerably greater
Experts studying risks of human extinction usually think nuclear war, great power conflict in general, and certain dangerous advances in machine learning or biotechnology all have a higher likelihood of causing human extinction than climate change.
Second, solutions that require coordination are difficult to achieve. This is true on both an individual level and a country level.
For this reason, focusing on developing and deploying new technology seems more likely to succeed (and has fewer downsides, and faces fewer coordination issues) than seeking to encourage individuals to voluntarily reduce their energy consumption. This is because it doesn’t cost the innovator much; they can benefit from selling their inventions.
For example, emissions from cars are only about four times higher than emissions from cement, but there’s much more than four times the focus on electric cars. That means there could be better opportunities to move the needle by greening cement production. We think that means working on the latter could plausibly be better
There’s also value in technology that increases energy efficiency, for example by reducing the costs of building better-insulated buildings.
The other primary form of geoengineering is solar geoengineering (deliberately deflecting sunlight away from Earth to cool the planet down). Solar geoengineering poses potential risks to humanity in itself, given the unprecedented scale of the intervention and the fact that, once in use, solar geoengineering can’t be left untended without disastrous effects.
·forum.effectivealtruism.org·
Climate change - 80,000 Hours - EA Forum
A framework for comparing global problems in terms of expected impact - EA Forum
A framework for comparing global problems in terms of expected impact - EA Forum
Suppose you’re trying to figure out whether to learn about health in developing countries; or whether to become a researcher in solar energy; or whether to campaign for criminal justice reform in the…
After a large amount of resources have been dedicated to a problem, you’ll hit diminishing returns. This is because people take the best opportunities for impact first, so as more and more resources get invested, it becomes harder and harder to make a difference. It’s therefore often better to focus on problems that have been neglected by others.
To make more wide ranging comparisons between problems, you need to turn to “yardsticks” for scale. These are more measurable ways of comparing scale that we hope will correlate with long-run social impact. For instance, economists often use GDP growth as a convenient yardstick for economic progress (although it has many weaknesses). Nick Bostrom has argued that the key yardstick for long run welfare should be whether an action increases or decreases the risk of the end of civilization – what he called existential risk.
However, we think that society’s mechanisms for doing good are far from efficient, so all else equal, neglectedness is a good sign.
In other cases – where solving a problem requires innovative techniques – the scores are usually assigned based on judgement calls, ideally based on a survey of expert opinion.
For scoring we use the ‘expected value’ approach. That is, a 10% chance of solving all of a problem is scored the same as a project that would definitely reduce it by 10%.
we prefer to use the scores to make relative comparisons rather than absolute estimates.
While personal fit is not assessed in our problem profiles, it is relevant to your personal decisions.
Within a field, the top performers often have 10 to 100 times as much impact as the median.
A great entrepreneur or researcher has far more impact than an average one, so if you’re planning to contribute in either of those ways, personal fit matters a lot. However, if you’re earning to give, personal fit is less relevant because you’re sending money rather than your unique skills.
So to assess personal fit in more depth, you could estimate your percentile in the field, then multiply by a factor that depends on the variation of performance in the field.
If you’ve used our rubric above, you can add the scores together to get a rough answer of which problem will be more effective to work on.
Bear in mind that these scores are imprecise, and adding them increases the uncertainty even further, because we only measure each one imprecisely. This means you need to take your final summed score with a grain of salt – or rather a lot of salt.
Within 80,000 Hours, if the difference in score between two problems is 4 or larger, we have a reasonable level of confidence that it’s a more effective problem to work on. If the difference is 3 or smaller it looks more like a close call.
For one, our scores have to be tempered by common sense judgements about the world.
The scores we get when using this framework suggest that some problems are 10,000x more effective to work on than others. However, we don’t believe that the differences really are that large.
Some other reasons for being modest about what such prioritisation research can show us are discussed here.
Explicitly quantifying outcomes can enable you to notice large, robust differences in effectiveness that might be difficult to notice qualitatively, and help you to avoid scope neglect.
Going through the process of making these estimates is a great way to test your understanding of a problem, since it forces you to be explicit about your assumptions and how they fit together.
In practice, these types of estimates usually involve very high levels of uncertainty. This means their results are not robust: different assumptions can greatly alter the conclusion of the analysis. As a result, there is a danger of being misled by an incomplete model, when it would have been better to go with a broader qualitative analysis, or simple common sense.
An individual can only focus on one or two areas at a time, but a large group of people working together should most likely spread out over several.
·forum.effectivealtruism.org·
A framework for comparing global problems in terms of expected impact - EA Forum
Marginal Impact
Marginal Impact
Is supporting impactful projects always the best way to achieve impact? And how do you know how much impact you're generating?
The marginal impact of an investment of time or money is the additional impact that this specific investment created. The term is usually used to emphasize that when you make decisions, you should take into account only the impact that was actually generated by your choice, rather than counting the impact of already existing efforts. For example, joining a huge movement with lots of impact isn’t inherently better than joining a small movement, if your own impact isn’t greater as a part of that movement.
If you’re a toaster manufacturer considering whether to manufacture one more toaster to sell, for example, the question you need to ask yourself is not whether the toaster business is profitable over all - but rather how much profit you’ll make on this next toaster. It may be the case that selling toasters is a lucrative business overall, but the market is already flooded with your previously-sold products and you’ll fail to sell another one. In this case, your total returns from selling toasters might remain large even if you manufacture another one, but your marginal returns (income minus expenses of this next unit) will be negative - so manufacturing it in the first place is a bad idea; you’re losing money.
As a result, it’s unclear that additional donations to Wikimedia lead to improvement in the content provided by Wikipedia. This is an example where the total impact (or even total cost-effectiveness) is a pretty terrible proxy for the marginal impact of additional donations. The first few millions of dollars that Wikipedia receives are incredibly valuable and important, but those are already a done deal - you can only control the marginal impact of the 100 millionth dollar or above.
·probablygood.org·
Marginal Impact
Get a free chapter of "The Precipice"
Get a free chapter of "The Precipice"
Toby Ord's new book on existential risk was released in March 2020. Get a free copy now.
Join the 80,000 Hours newsletter and our partners at Impact Books will send you a free copy of the book.
·80000hours.org·
Get a free chapter of "The Precipice"
The case for reducing existential risk - EA Forum
The case for reducing existential risk - EA Forum
In 1939, Einstein wrote to Roosevelt:[1] …
Here’s a suggestion that’s not so often discussed: our first priority should be to survive. So long as civilisation continues to exist, we’ll have the chance to solve all our other problems, and have a far better future. But if we go extinct, that’s it.
These concerns have started a new movement working to safeguard civilisation, which has been joined by Stephen Hawking, Max Tegmark, and new institutes founded by researchers at Cambridge, MIT, Oxford, and elsewhere.
We used to think the risks were extremely low as well, but when we looked into it, we changed our minds. As we’ll see, researchers who study these issues think the risks are over one thousand times higher, and are probably increasing.
We then make the case that reducing these risks could be the most important thing you do with your life, and explain exactly what you can do to help.
·forum.effectivealtruism.org·
The case for reducing existential risk - EA Forum
Our final century? - EA Forum
Our final century? - EA Forum
“So if we drop the baton, succumbing to an existential catastrophe, we would fail our ancestors in a multitude of ways. We would fail to achieve the dreams they hoped for; we would betray the trust t…
In this chapter we’ll focus on existential risks: risks that threaten the destruction of humanity’s long-term potential.
The importance, neglectedness, tractability framework: The most important problems generally affect a lot of people, are relatively under-invested in, and can be meaningfully improved with a small amount of work.
Thinking on the margin: If you're donating $1, you should give that extra $1 to the intervention that can most cost-effectively improve the world.
Crucial considerations: It can be extremely hard to figure out whether some action helps your goal or causes harm, particularly if you’re trying to influence complex social systems or the long-term. This is part of why it can make sense to do a lot of analysis of interventions you’re considering.
·forum.effectivealtruism.org·
Our final century? - EA Forum
How not to be a “white in shining armor”
How not to be a “white in shining armor”
This post inspired by the upcoming Day Without Dignity online event GiveWell’s current top-rated charities focus on proven, cost-effective health [...]
We fundamentally believe that progress on most problems must be locally driven. So we seek to improve people’s abilities to make progress on their own, rather than taking personal responsibility for each of their challenges.
One more approach to “putting locals in the driver’s seat”: give to GiveDirectly to support unconditional cash transfers. We feel that global health and nutrition interventions are superior because they reach so many more people (per dollar), but for those who are even more concerned than we are about the trap of “whites in shining armor,” this option has some promise.
·blog.givewell.org·
How not to be a “white in shining armor”
Duolingo Streak Goal
Duolingo Streak Goal
This is one of the 🤯🤯🤯 experiments we ran on the Duolingo Retention team : pic.twitter.com/Dv9Wp377vT— Ali Abouelatta (@abouelatta_ali) November 21, 2022
·twitter.com·
Duolingo Streak Goal
Blog - Towards the next generation of XNU memory safety: kalloc_type - Apple Security Research
Blog - Towards the next generation of XNU memory safety: kalloc_type - Apple Security Research
Improving software memory safety is a key security objective for engineering teams across the industry. Here we begin a journey into the XNU kernel at the core of iOS and explore the intricate work our engineering teams have done to harden the memory allocator and make our software much more difficult to exploit.
·security.apple.com·
Blog - Towards the next generation of XNU memory safety: kalloc_type - Apple Security Research
Mike Davis’s Specificities | Gabriel Winant
Mike Davis’s Specificities | Gabriel Winant
The US working class was forged, for Davis, through its compounded historical defeat, which gave it a distinctive contradictory, battered, and lumpy form that could not be evened out through appeals to abstraction. Most importantly, the cycle of defeat and accommodation had separated the official labor movement from the Black working class, which he saw as the only possible “cutting edge” for socialist politics.
·nplusonemag.com·
Mike Davis’s Specificities | Gabriel Winant
Digital Rocks | Will Tavlin
Digital Rocks | Will Tavlin
Eventually DCI scrubbed celluloid film almost entirely from the film industry, ushering in the most significant technological shift since the introduction of sound. The digital revolution transformed nearly every aspect of filmmaking for Hollywood and independent filmmakers. This revolution was invisible, and it was designed to be that way. Its success depended on audiences never noticing at all.
·nplusonemag.com·
Digital Rocks | Will Tavlin
BONELAB - Release Date Trailer
BONELAB - Release Date Trailer
Wishlist now! Quest2: https://www.oculus.com/experiences/quest/4215734068529064/ Steam: https://store.steampowered.com/app/1592190/BONELAB/ Oculus: https://www.oculus.com/experiences/rift/5088709007839657/ Suspected of séancing with an unknown power, you are on trial. During your execution you are called to action. Escaping death you descend into an unknown underworld lab. A series of preparatory challenges await you, but for what? Will you transcend them and discover your calling? Discord: https://discord.gg/stresslevelzero
·youtube.com·
BONELAB - Release Date Trailer
How Pythagoras Broke Music (and how we kind of fixed it)
How Pythagoras Broke Music (and how we kind of fixed it)
How does music work? What did an Ancient Greek philosopher have to do with it? Why did he keep drowning people? Discover the answers to these questions and more as we take a tour through musical tuning systems, examining how the power of mathematics has helped us build and rebuild our methods of creating music throughout history. Pythagorean tuning, the Pythagorean comma, equal temperament - learn what these are and how they shaped the way we make music today. Join my Discord server to discuss this video and more: https://discord.gg/AVcU9w5gVW Give your feedback on this video here: [Feedback is now closed, thanks everyone for all the responses!] I created this video as part of a mathematics communication module at university, so would really appreciate your feedback. Leaving a comment or filling in the survey linked above would be perfect. Note your answers will be recorded and used in an evaluative report. SOURCES Math and Music: Harmonious Connections (Seymour Dale Publications) - Trudi H. Garland and Charity Vaughan Kahn, 1994 Harmonograph (Wooden Books) - Anthony Asthon, 2005 The Elements of Music (Wooden Books) - Jason Martineau, 2008 Big Bangs: Five Musical Revolutions (Vintage) - Howard Goodall, 2001 Music: A Mathematical Offering (University of Aberdeen) - David Bensen, 2008 Pythagoras (Stanford Encyclopaedia of Philosophy) - Carl Huffman, 2005 The Death of Pythagoras (Philosophy Now) - Bruce Pennington, 2010 The Development of Musical Tuning Systems - Peter A. Frazier, 2001
·youtu.be·
How Pythagoras Broke Music (and how we kind of fixed it)
Former Bolivian President Evo Morales calls for a Global campaign to eliminate NATO | MR Online
Former Bolivian President Evo Morales calls for a Global campaign to eliminate NATO | MR Online
In interview with British journalist, Morales says the U.S. uses NATO to provoke wars and sell weapons. U.S./UK-backed coup against him in 2019 was undertaken for lithium and because his government advanced an alternative economic model to the neoliberal “Washington Consensus”
·mronline.org·
Former Bolivian President Evo Morales calls for a Global campaign to eliminate NATO | MR Online
The Money Is In All The Wrong Places | Defector
The Money Is In All The Wrong Places | Defector
You can always tell who in Hollywood has family money by their Instagrams. People like Dakota Johnson, who have a Hollywood lineage deeper than the Mariana Trench, post only rarely. They post about social justice causes they care about, or personal announcements. Even someone like actress and musician Maya Hawke mostly posts previews of upcoming […]
·defector.com·
The Money Is In All The Wrong Places | Defector
Carlos Alcaraz Is The Spectacle | Defector
Carlos Alcaraz Is The Spectacle | Defector
If you see that big sharky grin from across the net anytime over the next two decades, it's probably a cue to pack up your rackets and hit the ice bath.
·defector.com·
Carlos Alcaraz Is The Spectacle | Defector
On Barbara Ehrenreich | Gabriel Winant
On Barbara Ehrenreich | Gabriel Winant
Ehrenreich’s work has always acknowledged that power operates at the intimate level, and that this is part of what makes it difficult to resist. To engage in political struggle is not just frightening, it is painful, because power is not just out there: it is also a voice in your own head—projection, inner fear. This is a distinctively feminist insight and not by coincidence.
·nplusonemag.com·
On Barbara Ehrenreich | Gabriel Winant