Santa Fe Institute Profile picture
Apr 30, 2022 56 tweets 53 min read Read on X
🌍 Our 2022 #Science Board Symposium on "The #Emergent #PoliticalEconomy or #ClimateChange" kicks off with opening remarks from President David Krakauer.

Follow this 🧵 as we provide live coverage of this event all day...
"For those of you who think behavior change can prevent #ClimateChange...behavior WILL change when climate changes. Shutdowns from the pandemic resulted in a reduction of #C02 emissions of about 7.5%."
- SFI/@Harvard Prof Dan Schrag opens our speaker series today
"We *used* to talk about #ClimateChange used to be something that would happen to people in Bangladesh fifty years from now."

Re: #ClimateJustice,
"Children born today are going to deal with climate change they had no role in causing."

- SFI/@Harvard Prof Dan Schrag
"The timescales of #ClimateChange are REALLY long. Centuries to millennia. We've set something in motion, a complex system, that is not going to stop. So the question is, how will the political economies of our world evolve to adapt?"

- SFI/@Harvard Prof Dan Schrag
"We've spent close to 40 years working on the problem of #ClimateChange and achieved almost nothing. What does that tell us about our theories of policy and political change? The backdrop to this is the EXTRAORDINARY success of the #OzoneLayer."
- David G. Victor, SFI/@UCSanDiego
"We wrote the treaties [to save the #OzoneLayer] for exemptions. THAT explains the success, & unfortunately we have failed to replicate that with #ClimateChange [legislation]. But we've gotten very good at making charts that LOOK like we have."
- David G. Victor, SFI/@UCSanDiego
"#Technology is key here. I'm a political scientist, and I study technology. Because if we think that this is going to be fixed by asking people to stop driving around and eating meat...this is not going to happen."
- David G. Victor, SFI/@UCSanDiego

#Risk #Uncertainty #Climate
"We have a theory of change that is wrong, based on mimicking the Montreal Protocol for the #OzoneLayer...trying to alter the behavior of firms and state-owned enterprises. This is a lawyer's theory of change that stands absolutely no chance."

- David G. Victor, SFI/@UCSanDiego
"There is no compliance crisis in international environmental law. There's an IMPACT crisis."

"Countries were selecting whether to go into the #KyotoProtocol or not based on whether they were *already on track* to reduce emissions."

- David G. Victor, SFI/@UCSanDiego #Climate
"If we're going to have a proper theory of politics about thinking about technological change, we have to break it down and think about key sectors. What I want to think about is change not in terms of a global industry but individual sectors."
- David G. Victor, SFI/@UCSanDiego
"What can we do, sector by sector, to change the rules on the ground?"

"It was not clear at the beginning of [The Automotive Age] which version {electric, combustion, or steam] was going to win out. We're at that point now with #ClimateChange."
- David G. Victor, SFI/@UCSanDiego
"The sector that's furthest along is the #power sector. And that's good, because the power sector is likely to play *the single greatest* role in the process of #decarbonization. ... You can't just build a big #battery network."
- David G. Victor, SFI/@UCSanDiego
"The theory I'm talking about is a theory of niche markets. This is the same theory of politics that trade economists have been using & it's the way we need to start thinking about #ClimateChange to make it possible for countries to cooperate."
- David G. Victor, SFI/@UCSanDiego
@UCSanDiego "It's a theory of change that involves decentralizing and incentivizing industries to go off and find solutions."
- David G. Victor, SFI/@UCSanDiego
#ClimateChange #BigBusiness #Policy
"The classic notion of externality is that firms are best placed to identify the best technological choices. But what motivates search is the fear of the firms that if they don't get serious about the problem, they will cease to exist."
- David G. Victor, SFI/@UCSanDiego
@UCSanDiego "We need to hunt for #variation. It doesn't really require us to think about this as a global #cooperation problem."

"#C02 is horrible, but it doesn't do harm to us directly. As a political scientist, soot is an AMAZING #pollutant, b/c people care about dying."
- David G. Victor
@UCSanDiego "If you choose your club members wisely, if you focus on #soot, you can very quickly get to clubs of two or three countries that reduce soot almost completely."

- David G. Victor, SFI/@UCSanDiego on decentralizing #climate coordination across different #pollutant types

#methane
"The ratio of talking to doing [with #ClimateAction] is...actually very high. But the signal-to-noise ratio among firms is actually going down. Firms that need help managing risks are going to turn to other firms."

- David G. Victor, SFI/@UCSanDiego on anti-competitive pressures
"You won't need a policy to get people to drive EVs because in 15 years, they'll be cheaper. But it'll always be cheaper to not capture carbon than it will be to capture it."
- Dan Schrag kicks off our first panel w/ Sam Bowles, Jessica Trancik, Simon Levin, David Victor
"Ultimately, we're *people* working on these technologies. We're limited by the laws of nature. But all technological improvement is incremental. It may SEEM disruptive to us..."

"We have to be deliberate to increase the success of our investments."
- Jessica Trancik (@MIT, SFI)
"As a scientist, I see partnerships with corporations to be much more effective with governments at this point."
- Simon Levin (@Princeton, SFI)
"We have a serious #inequality problem here in dealing with #ClimateChange that is both temporal and spatial. The idea of discounting as a matter of impatience seems to be so TERRIBLY wrong...it's a moral question. Are we willing to discount *other people*?"
- Sam Bowles (SFI)
"Green #incentives are no substitute for #green #citizens. Obviously incentives are important, but I'm concerned about how do you sustain a green *citizenry*? We have to stop thinking about optimization on a smooth surface. We're going to get there by...jumps."
- Sam Bowles (SFI)
"One way you know that [#Hydrogen #fuel projects] are serious is that you have to sign an NDA to look at them. When they were all vaporware, you didn't."
- David G. Victor (@UCSanDiego, SFI)
"Countries are forced to align, one way or another. You can't be neutral on this issue. Indeed there are countries like India that are trying to straddle the fence here, but I don't think that's going to work very well. There's forced alignment."
- Simon Levin (@Princeton, SFI)
"What we're seeing now [with the invasion of #Ukraine] is a shock to the system and we're going to see how Europe and other nations will adapt and transition to another fuel source."
- @MIT+SFI's Jessika Trancik (speaking to the same issue as Simon Levin above)
"I think we have less to learn [about policy and #ClimateChange] from the Russia/Ukraine situation now and more to learn from the change that took place at the end of the Second World War."

- Sam Bowles, SFI
"Some of the [#Climate] pollutants are like #Omicron; they don't hurt you very much but they spread a lot. That's the WORST kind of virus because people don't care about it."

- Sam Bowles, SFI
"The longer term: that's where I'm actually very encouraged. Over the longer team, Europe is moving away from oil and gas altogether. That will have global effects. That's why I'm inclined to think this time will be different..."

- David G. Victor, @UCSanDiego, SFI
"Most of the found ideas [to innovate against #ClimateChange] are probably going to be coming from outside companies and startups [b/c of loyalty to quarterly returns] and brought inside. I think this organizational question is very important."
- David G. Victor, @UCSanDiego, SFI
"Carbon prices are MUCH too low, both based on a cost-benefit analysis and based on what our aspirations are for policy. Different measures of green innovation have been SLOWING DOWN over the past decade, not speeding up."
- Lint Barrage, @ucsantabarbara
"Economists OVERWHELMINGLY support #carbon pricing as a key policy tool. Almost 99% agree. This is a rather unique level of consensus."
- Lint Barrage, @ucsantabarbara
"I think there's been a resurgence of skepticism in the last 10 years, including from the left, of these kinds of pricing solutions. But if we can save HALF The Great Recession's worth of economic damage, I'd say that's worth it."
- Lint Barrage, @ucsantabarbara
1,2. Where we are vs. where economists think we should be with #C02 pricing

3,4. "There's a global tragedy of the commons where every country pays the full cost but only gets a fraction of the benefits."

- Lint Barrage, @ucsantabarbara presenting at our Science Board Symposium
"There're also domestic political constraints that play a role. Depending on the economic context, the domestic benefits of a #carbon price could be quite extensive...#ClimateChange among its other effects, has significant costs."
- Lint Barrage, @ucsantabarbara
#CarbonTax
"Without reliable energy, the level of innovation required to meet economic growth targets isn't possible. And we will need #unprecedented innovation to meet climate goals. But what we've seen in green innovation is a DECLINE. Not just in the US."
- Lint Barrage, @ucsantabarbara
"Historically, cheaper #FossilFuels has been seen as correlated with reduction in #innovation in #GreenEnergy. Other studies have found similar correlations in other areas..."
- Lint Barrage, @ucsantabarbara
"#Innovation is subject to a double externality, because innovators generally don't get full access to the benefits of their innovations – even with patents."
- Lint Barrage, @ucsantabarbara
"The US *consistently* ranks as an outlier in its vulnerability to extreme weather events. If the US experiences $2B damages from a storm other countries would experience $166MM from the SAME storm. We're just not seeing risks reflected in prices."
- Lint Barrage, @ucsantabarbara
"The national average of adults who think #ClimateChange is human-caused is only 64%. And we know that this informs [the estimation of] #risk... A small majority living in @fema flood zones told us they're NOT AT ALL worried."
- Lint Barrage, @ucsantabarbara
(Note that Lint Barrage is also at @ETH Zürich; apologies for not attributing this affiliatioin in earlier tweets.) #ClimateChange #Economics #CarbonTax
What happens when deeply held cultural elements come into conflict with what we need to do to keep people safe?
- Dan Schrag (@Harvard, SFI) prompts Raissa D'Souza (@UCDavis), Lint Barrage (@UCSantaBarbara, @ETH), @ricardo_hausman (@HarvardGrwthLab, SFI), & Mirta Galesic (SFI)
"The research has found that building codes & #fire building codes are actually very effective for reducing risks. And risk disclosures: nationally, with flood insurance, disclosure requirements are not uniform. It inhibits housing markets from properly adjusting."
- Lint Barrage
"One thing that's really important to understand is the role of #BeliefNetworks. Beliefs about fire #risk are embedded in beliefs about [all kinds of other things]. Once we can tap in and present evidence in a way that doesn't clash, we can change people's minds."
- Mirta Galesic
"What we know from our research at SFI about #hatespeech is that ORGANIZED #counterspeech helps, not individual... Somehow we need to build organizations to fight scientific #misinformation."
- Mirta Galesic (SFI)

See also: 👉 complexity.simplecast.com/episodes/38
"The first thing that really strikes me is that ideas of #innovation are really led by fear. This tradeoff between #fear & #risk is something we see in #ComplexSystems all the time [w.r.t.] #PowerLaws in the distribution of catastrophic failures."
- Raissa D'Souza (@UCDavis, SFI)
"Fish don't know the difference between humans and Americans. There are several dimensions in which the #global perspective matters here. The first one is on the #CarbonTax."
- @ricardo_hausman (@HarvardGrwthLab, SFI)
"You can get a big coalition of consumers that are all in favor of the #CarbonTax because they don't have to pay for it [if] #oil exporters will have to pay for it."
- @ricardo_hausman (@HarvardGrwthLab+SFI)

Relatedly, new Hausmann piece on taxing Russia:
"We are going to substitute #oil and oil has a fantastic #energy density. That has made the world energetically flat, in the sense that we can have energy-intensive industries located in energy-poor locations."
- @ricardo_hausman (@HarvardGrwthLab+SFI)
"The world has a revealed preference for #energy prices at a certain level. The reason is very obvious. Now, the cost of a kWh is very similar across the world, by a factor of 4 or so. Differences in income vary by a factor of 100."
- @ricardo_hausman (@HarvardGrwthLab+SFI)
📝 EDITORIAL CORRECTION

not:
"As a scientist, I see partnerships with corporations to be much more effective with governments at this point."
but:
"As a scientist, I see partnerships with corporations to be much more effective THAN with governments at this point."
- Simon Levin
@ricardo_hausman @HarvardGrwthLab "The investment in R&D is too low. Where should it come from? The government. And the government is responding to the citizens. So again, we come to this issue of communicating with the public. This is KEY & we're absolutely not doing it right."
- Mirta Galesic (SFI)
#innovation
@ricardo_hausman @HarvardGrwthLab "People look at scaling laws then ask us where to place the toilets. I think there is this general problem that complexity science has, which is the high-resolution policy angle. We want to be useful without trying to deform The Institute into a think-tank."
- Pres David Krakauer
"We need better models of human behavior in order to better model [other systems, for instance,] how the power grid works. #COVID has made the engineers that we need better human models, and SFI could be the place where we bring this together."
- Raissa D'Souza (@UCDavis+SFI)
@ucdavis ...and that's it, folks! Thank you for tuning in. You'll find numerous ways to stay up-to-date on our continuing discussion re: Emergent Political Economies, Climate Change, and much else on our website — including our emails, books, podcasts, and events:

santafe.edu/engage/

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Santa Fe Institute

Santa Fe Institute Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @sfiscience

Mar 10, 2023
🧵 "The Smell of Inhibition. A Code in the Nose?"

ICYMI, this week's SFI Seminar by Fractal Faculty Stuart Firestein (@Columbia) on "what started out ass a very simple-seeming problem [re: #olfaction] and turned out to be very complicated":

"Everything we know about the world comes through these little holes in our head and the skin covering our body, processed through tissue specialized to interpret it."

"The thing to notice about [sight and hearing] is that they're [processing] fairly low-dimensional stimuli."
"Even a simple smell is composed of a VARIETY of molecules, and these are high-dimensional from a chemical point of view. And it's also a somewhat discontinuous stimulus. How do we get from this bunch of molecules to this unitary perception of something like a rose?"
Read 8 tweets
Mar 10, 2023
🧵 "#Possibility Architectures: Exploring Human #Communication with Generative #AI"

Today's SFI Seminar with ExFac Simon DeDeo @LaboratoryMinds (@CarnegieMellon), streaming now:
"A key feature of this is talk is that we make sense of what each other are saying IN PART by what they say, but ALSO by what we expect of them."
"Language transmits info against a background of expectations – syntactic, semantic, and this larger cultural spectrum. It's not just the choices of make but [how] we set ourselves up to make later choices."

@LaboratoryMinds re: work led by @clairebergey:
Read 15 tweets
Mar 9, 2023
"I think what really drives [the popularity of the #multiverse in #scifi] is regret... There's a line in @allatoncemovie where #MichelleYeoh is told she's the worst version of herself."

"I don't think we should resist melting brains. I think we should just bite the bullet."
"When you measure the spin of an electron, or the position...what happened to all of the other things you could have seen? Everett's idea is that they're all real. They all become real in that measurement."
- SFI Fractal Faculty @seanmcarroll at @guardian
theguardian.com/science/audio/…
"At the level of the equations there is zero ambiguity, but the metaphors break down. The two universes it splits into aren't as big as the original universe. The thickness of the two new universes adds up to the thickness of the original universe."
Read 4 tweets
Dec 14, 2022
"Compositionality in Vector Space Models of Meaning"

Today's SFI Seminar by @marthaflinders, streaming:


Follow this 🧵 for highlights!
"Scientists gather here
Santa Fe Institute, oh so near
Inquiring minds seek truth"

#haiku about SFI c/o @marthaflinders & #ChatGPT

...but still, #AI fails at simple tasks:
"One way to represent the kind of #compositionality we want to do is with this kind of breakdown...eventually a kind of representation of a sentence. On the other hand, vector space models of #meaning or set-theoretical models put into a space have been very successful..."
Read 14 tweets
Dec 13, 2022
"Humans are prone to giving machines ambiguous or mistaken instructions, and we want them to do what we mean, not what we say. To solve this problem we must find ways to align AI with human preferences, goals & values."
- @MelMitchell1 at @QuantaMagazine:
quantamagazine.org/what-does-it-m…
“All that is needed to assure catastrophe is a highly competent machine combined with humans who have an imperfect ability to specify human preferences completely and correctly.”

- Stuart Russell (@UCBerkeley) as quoted by @MelMitchell1 in her latest @QuantaMagazine article
"It’s a familiar trope in #ScienceFiction — humanity threatened by out-of-control machines who have misinterpreted human desires. Now a not-insubstantial segment of the #AI research community is concerned about this kind of scenario playing out in real life."
- @MelMitchell1
Read 6 tweets
Dec 12, 2022
"Training Machines to Learn the Way Humans Do: an Alternative to #Backpropagation"

Today's SFI Seminar by Sanjukta Krishnagopal
(@UCBerkeley & @UCLA)

Starting now — follow this 🧵 for highlights:
Image
"When we learn something new, we look for relationships with things we know already."

"I don't just forget Calculus because I learned something else."

"We automatically know what a 'cat-dog' would look like, if it were to exist."

"We learn by training on very few examples." Image
1, 2) "[#MachineLearning] is fundamentally different from the way humans learn things."

3) Re: #FeedForward #NeuralNetworks

"You choose some loss function...maybe I'm learning the wrong weights. So I define some goal and then I want to learn these weights, these thetas." ImageImageImage
Read 13 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us!

:(