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If it has sentience

it’s being used to protect us? Now that is thoughtful:

Imagine a medical-advice chatbot that lists fewer diseases that match your symptoms, because it was trained on a narrower spectrum of medical knowledge generated by previous chatbots. Or an A.I. history tutor that ingests A.I.-generated propaganda and can no longer separate fact from fiction.

Just as a copy of a copy can drift away from the original, when generative A.I. is trained on its own content, its output can also drift away from reality, growing further apart from the original data that it was intended to imitate.

In a paper published last month in the journal Nature, a group of researchers in Britain and Canada showed how this process results in a narrower range of A.I. output over time — an early stage of what they called “model collapse.”

Apparently, visual artists have been attempting to poison the models for a while now, to the point where they can’t tell the difference between a cat and a cow. Turns out even in Plato’s Cave you need people who know things.

But using itself to replicate itself is, shall we say, projecting deformity.

Hapsburg AI, indeed.

Image: Based on research by Ilia Shumailov and others.

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Not adding up

In fact, it is adding up. Way too up:

Google has reported that, since 2019, its emissions have grown by 48 percent, an enormous increase that reflects the vast amounts of energy used by artificial intelligence.

A.I. models run a huge number of calculations in short order, taxing computers and driving up energy consumption. “As we further integrate AI into our products, reducing emissions may be challenging due to increasing energy demands,” Google said in its report, released Tuesday. The surge in emissions puts the tech giant further away from its ambitious goal of zeroing out carbon footprint by 2030.

Google is not alone. Microsoft, which is also integrating A.I. into its products, has seen its emissions jump by 30 percent since 2020. It too has a goal of reaching net zero emissions by the end of this decade.

In its report, Google said that it is adopting practices that could dramatically reduce the energy needed to train an A.I. model. It also said that it is using A.I. to tackle climate change in three key ways: by guiding drivers along more fuel-efficient routes; by helping city engineers adjust the timing of stoplights to speed the flow of traffic; and by providing advanced flood warnings to people in more than 80 countries.

Still, the climate impact of A.I. is considerable. Google and Microsoft now have larger carbon footprints than Slovenia.

The marketing hype around A.I. that is far outstripping its current utility also perfectly elides its most profound impact: the electricity required for supercomputing. This gluttonous energy need is hard to overstate – making it very difficult to comprehend – and should be among the primary concerns about A.I., on par with its nefarious effects on news/entertainment, creative pursuits, and surveillance.

So, Siri, is A.I. scary, or just frighteningly impractical?

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Recipes for frittering

This very poignantly familiar article on How to get Americans to care about a War includes most all the essentials that pour drama, apathy, and avoidance into a toxic stew of catastrophe and suffering around the world.

The dangers issuing from obtuse and deliberate lack of awareness resonate with a study published in the journal Nature this week. The research frames the economic damage that will come from climate change, a projections-based picture of missed opportunities of the world we might have been living in 2050, had different choices been made – in voting booths and boardrooms, primarily.

We can play the blame game of ‘who started what,’ and maybe we should to [better] inform future results. But that fact certain people around the world of whom Americans are definitely some can continue to play games and distract ourselves from wars and global warming is all of a part. The distraction game itself is seen as a growth industry in many quarters, and so of course it is. In the face of getting serious about consumer choices and investment portfolios as incentives or tradeoffs to be considered in the calculations to do anything about massive abstractions like ocean temperatures [not abstract at all, -ed] future choices and prosperity are frittered away.

Getting people to care about things that matter as just another version of vying for your attention is a triumph of marketing and failure of education. It is no indictment of childhood to tell people to grow up. It’s even in the one book they use to ban other books.

Also: put the damn books back. It’s embarrassing. What are we, chil–?

 

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The Long Slow before the Quickening

Before it takes shape, as it gradually gains hold, the transition to consuming less – basically, what sustainable neutrality reverse is all about, no matter how specifically construed – is happening painfully too slowly. That ‘pace,’ if that’s the right word, explains part of the associated pain that feels all around, as though it were the the only thing accompanying the shift.

News media – ‘legacy’ is a very generous modifier at this point – have little at their disposal beyond the language of cost, suffering, loss, giving up, change in the context of deprivation. We can say this is the wrong framing, but acknowledging the limitation is important, especially if we are going to progress beyond it.

No magic button here, but a recognition of a kind of system-wide failure, of education, articulation, creativity. But that limit is shading another, broader system-wide failure unfolding right in front of us so slowly, slowly as it can and gradually as a massive system/combination of overlapping massive systems does, that it can seem invisible, not believable, deniable.

Maybe it has slipped the bounds of deniability, as several big things begin to occur at once and more quickly. The need to reckon with the slowness and the quickening, while not seeming to be our major challenge, is the key to unlocking all the other challenges. The cognitive dissonance of a world on fire/drowning will lead to despair absent the ability to think our way out of it.

In some quarters, that is indeed a dark thought. But that’s what we’ve got to do. As I’ve written here and elsewhere over the years, the Earth is still a kind of lady in waiting, with waning patience for us to get our act(s) together. She’s going to start touching herself soon and we’re still not close to ready to think about that.

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Slutty carbon

Sure, it will bond to any old thing – just a fun-loving, good time chemical element with the symbol C and atomic number 6. Call anytime.

And though carbon is not magnetic, it does attract kooks. Okay, no harm there, chacun à son goût and all that. We’re not all kooks. We even devise ways around it – solar, wind, other means of generating that dirty dirty electricity that we enjoy so much. And you won’t believe what happens next:

This scene from the village council meeting in June helps to explain why opponents of three solar projects proposed in Pickaway County, Ohio, can say they have the support of nearly every local elected official. It shows how a committed group of local residents have dominated the debate by packing county, village and township meetings, and making their displeasure known if officials don’t fall into line.

The prevailing emotion is fear, whether it’s fear of the solar projects—or fear of upsetting the people who oppose the projects.

And the local fight has broad implications. The world needs to increase its reliance on renewable energy, an essential part of avoiding the most destructive effects of climate change. Local opposition shows some of the disconnect between global needs and the concerns of some of the people who don’t want to live next door to wind and solar projects.

It’s a little beyond as well as different from traditional NIMBYism, though also quite similar in several ways, as the locals literally don’t want to be living next to utility-scale solar. They don’t want to see it and they don’t want to hear it. Though it’s not a discussion about energy and how they get it at all. “Just leave us alone,” they might say, then step back inside and to watch the ballgame. And there’s the rub.

Whether we blame them for not wanting to connect their own usage of dirty energy to their passions for their freedom not to see it, or blame the local school district that benefits from the increase in tax revenue for not being more vocal in their support for the solar projects, the moment and the conflicts should be noted. The difficulty of telling nominally self-governing people what to do when their own understanding of any right thing is itself in conflict with abstractions like freedom is certainly one of the more devious tricks slutty carbon has played on us.

It’s sort of a next-level struggle with renewables that has nothing to do with energy – because focused on how we’re gonna watch the game or dry the clothes, or even live that far from the grocery store [don’t get me started], the question changes entirely. At least the NIMBYism is familiar.

Image: Carbon–carbon bonds get a break | Nature

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All of a piece

photo of freize

In an era/moment/day when fascism is ascendant, it’s a great time to declare which side you are on.

And while that may seem like an obvious statement of alliance with open society, pro-democracy forces, it’s just as important to note those who continue to declare their allegiance to authoritarian white nationalism:

Richard Donoghue, who took over as acting deputy attorney general after Barr left his job in December 2020, also testified that DOJ officials went so far as to tell the White House that Trump’s efforts to get the Department of Justice to parrot his fraud claims were an attempt to outright corrupt the election.

“I recall towards the end saying, ‘What you’re proposing is nothing less than the United States Justice Department meddling in the outcome of the presidential election,’ ” Donoghue testified.

In spite of the day’s dramatic revelations, it seems likely that House Republicans and the rest of the party will continue to rally around the former president, and even Democratic representatives seemed to acknowledge as much. “It’s a reminder that there was a period of time in the days and weeks after Jan. 6 when everybody who now defends the president, and embraces the lie, understood exactly what had happened and in some cases was apparently ashamed of their role,” Rep. Tom Malinowski said. “It was striking to hear—not surprising, but striking—to hear the former president’s attorney general say, finally, that it was all ‘bullshit.’ ”

Believe people when they tell you who they are, who repeatedly remind you that they don’t care about fair elections, are happy to attack the weak and oppressed, who believe that ‘freedom’ refers to theirs and not yours. There is no light between polite Republican voters and outright fascists, and they are not sorry about that in any way, shape, or form. If they were, we would know by now. Instead they remind us again and again: they are one and the same.

We also should note the enormous cowardice of all these so-called patriots who stormed the capitol – as well as those who egged them on and continue to do so – but when they fail and are called out on it, refuse to stand by their BS principles. Plead innocence, hide and refuse to take responsibility for their own dangerous behavior when faced with any consequences whatsoever. Honor? Dignity? Integrity? Forget it, with these people.

Image: Author photo of ’30’s era public art frieze in the fascist style, Rome.

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No emissions travel to a war zone

Or if not to a war zone, in close proximity to one. This seems far less a question at this point than an eventuality, but… will the last vestiges of fossil fuel domination burn furiously right up to the borders of energy transformation? The physical proximity of Russia and Norway hide the light years in distance they are from one another in ways that should make us wonder about the elasticity of time:

a new study by the Clean Cities Campaign, a coalition of non-governmental organizations, which analyzed 36 European cities on factors such as road safety for pedestrians, access to climate friendly transportation and air quality. The research found that Oslo is making the most progress on wiping out mobility emissions, followed by Amsterdam and Helsinki. Naples and Krakow had the lowest scores due, in part, to congestion. The financial hubs Paris and London ranked fifth and 12th, respectively.

Meanwhile, bombs, missiles, troops, and chaos for civilians in Ukraine. We may think this is about a crazy person’s LOOK AT ME obsession and not a ‘war’ for resources, but without the latter, there is no source for the former. His delusions are being fueled by the old standbys, in addition to resentment and authoritarianism.

Dammit.

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Luxury, re-imagined

At the risk of sounding like some past (and very likely coming to screen near you in the adjacent soon) Mercedes Benz and/or other brand advertisement, the luxury of being in a position to do something about climate change is also a handy rationale to not do that something. Worry over the future of polluting industries and their investors as equal to concerns about the planet implies a false choice. And we love those:

Sorry, but there is no Trump Light, or Trump without the fill-in-this-blank. It’s only a sleep walk into fascism, sorry. Listen to what they run on. Banning Beloved would only be a starting place.

Meanwhile in Scotland, some of our betters are engaged in the COP26 think-scussions:

Humm recently shifted Eleven Madison Park from an omnivore’s menu to one focused on plants, a change that took effect this summer after his restaurant reopened from the coronavirus pandemic shutdown. Hearst has focused much of her energy on reducing waste in the New York design house that bears her name, as well as at Chloe, the Paris-based luxury firm where she is creative director. In October, Chloe became a certified B Corporation, which means it meets independent standards for environmental and social performance, as well as transparency.

“It’s not only about climate change, but it’s also about what does luxury mean,” Humm says about their upcoming conversation in Glasgow. “I think we both realize that, you know, not everyone — or only a few people — have access to our restaurant or Gabriela’s clothes. But we do have these incredible resources and this incredible platform that people are actually paying attention to.”

“Some of the ideas of luxury are old ideas that have to be refreshed,” Humm continues. “For example, we are still celebrating caviar as a luxury ingredient … and there is nothing luxurious about caviar. It’s farm-raised. It’s flown in. It’s not rare at all. And it doesn’t even taste good. This is an old idea.”

A future is not THE future. Reckoning with the many complications of the actual problem of a warming planet caused by out-of-control carbon emissions will re-define luxury, and perhaps even put the concept out to pasture. We will realize that enjoying privations is not luxury but sociopathy. Basking in a scarce resource – whether it be time, security, clean water, or perceived reasonableness – has to be treated as wasteful, if not immoral. Like shrugging before you give your vote to a soft authoritarian. That’s a luxury you can’t afford.

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Price v. Tax

Interesting quibble over terminology, or linguistic obfuscation designed to soothe child-like sensibilities? Why not both?

Nordhaus: We have set the bar for our aspirations so high. Aiming for net-zero carbon emissions by the middle of the century is a very ambitious target.
In my own mind there is a twin set of policies. One is carbon pricing and one is strong support for low-carbon technologies. Both are necessary if we’re going to reach our goals. Carbon pricing by itself is not sufficient. By itself, it won’t bring forth the necessary technologies. Carbon pricing needs the helping hand of government support of new low-carbon technologies.
The analogue here is the covid vaccines. The private sector has incentives of the patent system to make vaccines profitable for pharmaceutical companies. But we went beyond that with the pre-purchase agreements to make sure a strong market was there and guaranteed in advance; this backstop would help these companies make back their investment. It is an unusual way to structure incentives, but it worked amazingly well.

So good so far, to acknowledge ambition alongside calculation, expediency, and urgency risks encouraging cynicism about solutions, aka bedtime stories in a land right here, right now. But great point about vaccines, and of course one of the tools is framing, whether we like having to tell ourselves certain fictions or not. See also, vaccines.

We can use this to think about climate change policies. We can use similar tools to improve our low-carbon technologies.
Mufson: And one of those tools is the carbon tax?
Nordhaus: I think we should use the word “price” rather than “tax.”
Mufson: That sounds better.
Nordhaus: This is not just a matter of rhetoric. It is fundamental. What we really want to do is raise the price of carbon emissions. If you can get it up to $100 a ton, you’re doing a good job. It doesn’t matter whether you do that through a tax or a cap-and-trade system. Canada has a carbon tax. Europe uses cap-and-trade. Others have mixed regimes. Different ones will work better in different environments.
I think it’s true that the U.S. is sort of stuck somewhere in the 18th century, maybe 19th century, on taxes. The rest of the world is moving ahead and we’re sitting here on an island of fiscal denial. One of these days people will wake up and say, “A carbon tax is a good way to reach our goal effectively.”
It is one of the most effective tools. It raises revenues, lowers carbon emissions and reduces mortality from air pollution. Hundreds of thousands of people a year die from the burning of fossil fuels. We’re just so blindered on this that we can’t see what is good for both public health and fiscal health.

In the land of truthfully dispiriting summations, the one-eyed optimist takes a peek. Saddled with the most resources and the least wisdom in using them, the price of dawdling IS the widely-feared tax. See also, vaccines.

Image: … forest… trees.

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Logically circular

So… climate change is resulting in more and more severe storms of all kinds, and now (soon) one of the drivers of our gloriously enhanced CO2 budget will be able to power your home when the power gets knocked out because of those more severe storms:

Believe it or not, this battery-powered truck can really power your house when the lights go out, and better still, doing so won’t require a rat’s nest of extension cords or even a portable generator. What Ford calls Intelligent Backup Power enables this all-electric rig to feed power from its enormous battery pack through its hardwired wall charger directly into your home’s electrical system.

As you might suspect, electric cars store positively enormous amounts of energy in their batteries. After all, it takes a lot of juice to move a multi-ton vehicle at interstate speeds for hundreds of miles. When it goes on sale next year, the new Lightning will offer two battery pack sizes, the smaller of which should provide 230 miles of range and the bigger one about 300. Ford hasn’t said how large these electron reservoirs are, but we’re estimating they’ll clock in at roughly 110 and 150 kWh, respectively.

The F-150 Lightning can provide up to 9.6 kW of power output. According to Ford, that’s more than enough to fully power a house at any one time, and considering the size of the battery, it could do that for at least three days (based on a daily average of 30 kWh). The automaker says you can make that power last for up to 10 days if you ration the electricity accordingly. Kind of like hypermiling for your home.

Definitely some prepper fanboy-ing going on with this soothing new pickup, though we are far beyond any shyness or shame about making fun of things both ironically and unironically at the same time. Ah, the land of opportunity. No need to waste your time hating on only one brand of irony.

ETA – Actually, there is no real reason to be hating on much of anything and this example nutshells the fundamental conundrum as first articulated (over to your right, there >). Can we market our way out of this? It’s like the punchline to this entire site.