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Companies hoping to grow carbon-sucking kelp may be rushing ahead of the science

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kelp forest off California coast


In late January, Elon Musk tweeted that he planned to give $100 million to promising carbon removal technologies, stirring the hopes of researchers and entrepreneurs.

A few weeks later, Arin Crumley, a filmmaker who went on to develop electric skateboards, announced that a team was forming on Clubhouse, the audio app popular in Silicon Valley, to compete for a share of the Musk-funded XPrize.

A group of artists, designers, and engineers assembled there and discussed a variety of possible natural and technical means of sucking carbon dioxide out of the atmosphere. As the conversations continued and a core team coalesced, they formed a company, Pull To Refresh, and eventually settled on growing giant bladder kelp in the ocean.

So far, the venture’s main efforts include growing the seaweed in a tank and testing their control systems on a small fishing boat on a Northern California lake. But it’s already encouraging companies to “get in touch” if they’re interested in purchasing tons of sequestered CO2, as a way to balance out their greenhouse-gas emissions.

Crumley says that huge fleets of semi-autonomous vessels growing kelp could suck up around a trillion tons of carbon dioxide and store it away in the depths of the sea, effectively reversing climate change. “With a small amount of open ocean,” he says, “we can get back to preindustrial levels” of atmospheric carbon dioxide.

‘No one knows’

Numerous studies show the world may need to remove billions of tons of carbon dioxide a year from the atmosphere by midcentury to prevent dangerous levels of warming or bring the planet back from them. In addition, more and more corporations are scouring the market for carbon credits that allow them to offset their emissions and claim progress toward the goal of carbon neutrality.

All of that has spurred a growing number of companies, investors, and research groups to explore carbon removal approaches that range from planting trees to grinding up minerals to building giant C02-sucking factories.

Kelp has become an especially active area of inquiry and investment because there’s already an industry that cultivates it on a large scale—and the theoretical carbon removal potential is significant. An expert panel assembled by the Energy Futures Initiative estimated that kelp has the capacity to pull down about 1 billion to 10 billion tons of carbon dioxide per year.

But scientists are still grappling with fundamental questions about this approach. How much kelp can we grow? What will it take to ensure that most of the seaweed sinks to the bottom of the ocean? And how much of the carbon will stay there long enough to really help the climate?

In addition, no one knows what the ecological impact of depositing billions of tons of dead biomass on sea floor would be.

“We just have zero experience with perturbing the bottom of the ocean with that amount of carbon,” says Steven Davis, an associate professor at the University of California, Irvine, who is analyzing the economics of various uses of kelp. “I don’t think anybody has a great idea what it will mean to actively intervene in the system at that scale.”

The scientific unknowns, however, haven’t prevented some ventures from rushing ahead, making bold promises and aiming to sell carbon credits. If the practice doesn’t sequester as much carbon as claimed it could slow or overstate progress on climate change, as the companies buying those credits carry on emitting on the false promise that the oceans are balancing out that pollution, ton for ton.

“For the field as a whole, I think, having this research done by universities in partnership with government scientists and national labs would go a long way toward establishing a basic level of trust before we’re commercializing some of this stuff,” says Holly Buck, an assistant professor at the University at Buffalo, who is studying the social implications of ocean-based carbon removal.

The lure of the ocean

Swaying columns of giant kelp line the rocky shores of California’s Monterey Bay, providing habitat and hunting grounds for rockfish, sea otters, and urchins. The brown macroalgae draws on sunlight, carbon dioxide, and nutrients in the cool coastal waters to grow up to two feet a day. The forests continually shed their blades and fronds, and the seaweed can be knocked loose entirely by waves and storms.

In the late 1980s, researchers at the Monterey Bay Aquarium began a series of experiments to determine where all that seaweed ends up. They attached radio transmitters to large floating rafts of kelp and scanned the ocean depths with remote-operated submarines.

An underwater kelp forest off the coast of California.

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The scientists estimated that the forests released more than 130,000 tons of kelp each year. Most of the rafts of kelp washed up on shore within the bay in a matter of days. But in the underwater observations, they found bundles of seaweed lining the walls and floor of an adjacent underwater gully known as the Carmel Submarine Canyon, hundreds of meters below the surface.

Scientists have spotted similar remnants of kelp on the deep ocean floors in coastal pockets throughout the world. And it’s clear that some of that carbon in the biomass stays down for millennia, because kelp is a known source of oil deposits.

A 2016 paper published in Nature Geoscience estimated that seaweed may naturally sequester nearly 175 million tons of carbon around the world each year as it sinks into the deep sea or drifts into submarine canyons.

That translates to well below the levels of carbon dioxide that the world will likely need to remove annually by midcentury—let alone the amounts envisioned by Crumley and his team. Which is why Pull To Refresh and other companies are exploring ways to radically scale up the growth of kelp, on offshore vessels or elsewhere.

Reaching the deep seas

But how much of the carbon will remain trapped below the surface and for how long?

Certain species of seaweed, like giant bladder kelp, have tiny gas bladders on their blades, enabling the macroalgae to collect more of the sunlight necessary to drive photosynthesis. The bladders can also keep the remnants or rafts afloat for days or longer depending on the species, helping currents carry dislodged kelp to distant shores.

When the carbon in kelp decomposes on land, or turns into dissolved inorganic carbon dioxide in shallow seawater, it can return to the atmosphere, says David Koweek, science director at Ocean Visions, a research organization that partners with institutions like MIT, Stanford, and the Monterey Bay Aquarium Research Institute. The carbon may also be released if marine creatures digest the kelp in the upper oceans.

But some kelp sinks into the deep ocean as well. Bladders degrade. Storms push the seaweed down so deep that they deflate. Certain species are naturally nonbuoyant. And some amount that breaks free below the surface stays there and may drift down into deeper waters through underwater canyons, like the one off the coast of Monterey.

Ocean circulation models suggest much of the carbon in biomass that reaches great depths of the oceans could remain there for very long times, because the overturning patterns that bring deep waters toward the surface operate so slowly. Below 2,100 meters, for instance, the median sequestration time would exceed 750 years across major parts of the North Pacific, according to a recent paper in Environmental Research Letters.

All of which suggests that deliberately sinking seaweed could store away carbon long enough to ease some of the pressures of climate change. But it will matter a lot where it’s done, and what efforts are taken to ensure that most of the biomatter reaches the deep ocean.

For-profit plans

Pull To Refresh’s plan is to develop semi-autonomous vessels equipped with floats, solar panels, cameras, and satellite antennas, enabling the crafts to adjust their steering and speed to arrive at designated points in the open ocean.

Each of these so-called Canaries will also tow a sort of underwater trellis made of steel wire, known as the Tadpole, tethering together vases in which giant bladder kelp can grow. The vessel will feed the seaweed through tubes from an onboard tank of micronutrients.

drone and boat at sunset
Pull To Refresh has tested its control systems on a fishing boat on a lake in Northern California.

COURTESY: PULL TO REFRESH

Eventually, Crumley says, the kelp will die, fall off, and naturally make its way down to the bottom of the ocean. By putting the vessels far from the coast, the company believes, it can address the risk that the dead seaweed will wash up on shore.

Pull To Refresh has already begun discussions with companies about purchasing “kelp tonnes” from the seaweed it’ll eventually grow.

“We need a business model that works now-ish or as soon as possible,” Crumley says. “The ones we’re talking to are forgiving; they understand that it’s in its infancy. So we will be up-front about anything we don’t know about. But we’ll keep deploying these Canaries until we’ve got enough tonnes to close out your order.”

Crumley said in an email that the company will have two years to get the carbon accounting for its process approved by a third-party accreditor, as part of any transition. He said the company is conducting internal environmental impact efforts, talking to at least one carbon removal registry and that it hopes to receive input from outside researchers working on these issues.

“We are never going to sell a tonne that isn’t third-party verified simply because we don’t want to be a part of anything that could even just sound shady,” he wrote.

‘Scale beyond any other’

Other ventures are taking added steps to ensure that the kelp sinks, and to coordinate with scientific experts in the field.

Running Tide, an aquaculture company based in Portland, Maine, is carrying out field tests in the North Atlantic to determine where and how various types of kelp grow best under a variety of conditions. The company is primarily focused on nonbuoyant species of macroalgae and has also been developing biodegradable floats.

The company isn’t testing sinking yet, but the basic concept is that the floats will break down as the seaweed grows in the ocean. After about six to nine months, the whole thing should readily sink to the bottom of the ocean and stay there.

Marty Odlin, chief executive of Running Tide, stresses that the company is working with scientists to ensure they’re evaluating the carbon removal potential of kelp in rigorous and appropriate ways.

Ocean Visions helped establish a scientific advisory team to guide the company’s field trials, made up of researchers from the Monterey Bay Aquarium Research Institute, UC Santa Barbara, and other institutions. The company is also coordinating with the Centre for Climate Repair at Cambridge on efforts to more precisely determine how much carbon the oceans can take up through these sorts of approaches.

Running Tide plans to carry out tests for at least two and a half years to develop a “robust data set” on the effects of these practices.

“At that point, the conclusion might be we need more data or this doesn’t work or it’s ready to go,” Odlin says.

The company has high hopes for what it might achieve, stating on its website: “Growing kelp and sinking it in the deep ocean is a carbon sequestration solution that can scale beyond any other.”

Running Tide has raised millions of dollars from Venrock, Lowercarbon Capital, and other investors. The tech companies Shopify and Stripe have both provided funds as well, purchasing future carbon dioxide removal at high prices ($250 a ton in Stripe’s case) to help fund research and development efforts.

Several other companies and nonprofits are also exploring ways to sequester carbon dioxide from seaweed. That includes the Climate Foundation, which is selling a $125, blockchain-secured “kelp coin” to support its broader research efforts to increase kelp production for food and other purposes.

The risks

Some carbon removal experts fear that market forces could propel kelp-sinking efforts forward, whatever the research finds about its effectiveness or risks. The companies or nonprofits doing it will have financial incentives to sell credits. Investors will want to earn their money back. Corporate demand for sources of carbon credits is skyrocketing. And offset registries, which earn money by providing a stamp of approval for carbon credit programs, have a clear stake in adding a new category to the carbon marketplace.

One voluntary offset registry, Verra, is already developing a protocol for carbon removal through seagrass cultivation and is “actively watching” the kelp space, according to Yale Environment 360.

We’ve already seen these pressures play out with other approaches to offset credits, says Danny Cullenward, policy director at CarbonPlan, a nonprofit that assesses the scientific integrity of carbon removal efforts.

CarbonPlan and other research groups have highlighted excessive crediting and other problems with programs designed to incentivize, measure, and verify emissions avoided or carbon removal achieved through forest and soil management practices. Yet the carbon credit markets continue to grow as nations and corporations look for ways to offset their ongoing emissions, on paper if not in the atmosphere.

Sinking seaweed to the bottom of the ocean creates especially tricky challenges in verifying that the carbon removal is really happening. After all, it’s far easier to measure trees than it will be to track the flow of carbon dissolved in the deep ocean. That means any carbon accounting system for kelp will rely heavily on models that determine how much carbon should stay under the surface for how long in certain parts of the ocean, under certain circumstances. Getting the assumptions right will be critical to the integrity of any eventual offset program—and any corporate carbon math that relies on them.

Some researchers also worry about the ecological impact of seaweed sinking.

Wil Burns, a visiting professor focused on carbon removal at Northwestern University and a member of Running Tide’s advisory board, notes that growing enough kelp to achieve a billion tons of carbon removal could require millions of buoys in the oceans.

Those floating forests could block the migration paths of marine mammals. Creatures could also hitch aboard the buoys or the vessels delivering them, potentially introducing invasive species into different areas. And the kelp forests themselves could create “gigantic new sushi bars,” Burns says, perhaps tipping food chains in ways that are hard to predict.

The addition of that much biomatter and carbon into the deep ocean could alter the biochemistry of the waters, too, and that could have cascading effects on marine life.

“If you’re talking about an approach that could massively alter ocean ecosystems, do you want that in the hands of the private sector?” Burns says.

Running Tide’s Odlin stresses that he has no interest in working on carbon removal methods that don’t work or that harm the oceans. He says the reason he started looking into kelp sinking was that he witnessed firsthand how climate change was affecting marine ecosystems and fish populations.

“I’m trying to fix that problem,” he says. “If this activity doesn’t fix that problem, I’ll go work on something else that will.”

Scaling up

Scaling up kelp-based carbon removal from the hundreds of millions of tons estimated to occur naturally to the billions of tons needed will also face some obvious logistical challenges, says John Beardall, an emeritus professor at Monash University in Australia, who has studied the potential and challenges of seaweed cultivation.

For one, only certain parts of the world offer suitable habitat for most kelp. Seaweed largely grows in relatively shallow, cool, nutrient-rich waters along rocky coastlines.

Expanding kelp cultivation near shore will be constrained by existing uses like shipping, fishing, marine protected areas, and indigenous territories, Ocean Visions notes in a “state of technology” assessment. Moving it offshore, with rafts or buoys, will create engineering challenges and add costs.

Moreover, companies may have to overcome legal complications if their primary purpose will be sinking kelp on large, commercial scales. There are complex and evolving sets of rules under treaties like the London Convention and the London Protocol that prevent dumping in the open oceans and regulate “marine geoengineering activities” designed to counteract climate change. 

Commercial efforts to move ahead with sinking seaweed in certain areas could be subject to permitting requirements under a resolution of the London Convention, or run afoul of at least the spirit of the rule if they move ahead without environmental assessments, Burns says.

Climate change itself is already devastating kelp forests in certain parts of the world as well, Beardall noted in an email. Warming waters coupled with a population explosion of sea urchins that feed on seaweed have decimated the kelp forests along California’s coastline. The giant kelp forests along Tasmania have also shrunk by about 95% in recent years.

“This is not to say that we shouldn’t look to seaweed harvest and aquaculture as one approach to CO2 sequestration,” Beardall wrote. “But I simply want to make the point that is not going to be a major route.”

Other, better uses

Another question is simply whether sinking seaweed is the best use of it.

It’s a critical food and income source for farmers across significant parts of Asia, and one that’s already under growing strains as climate change accelerates. It’s used in pharmaceuticals, food additives, and animal feed. And it could be employed in other applications that tie up the carbon, like bioplastics or biochar that enriches soils.

“Sustainably farmed seaweed is a valuable product with a very wide range of uses … and a low environmental footprint,” said Dorte Krause-Jensen, a professor at Aarhus University in Denmark who has studied kelp carbon sequestration, in an email. “In my opinion it would be a terrible waste to dump the biomass into the deep sea.”

UC Irvine’s Davis has been conducting a comparative economic analysis of various ways of putting kelp to use, including sinking it, converting it to potentially carbon-neutral biofuels, or using it as animal feed. The preliminary results show that even if every cost was at the lowest end of the ranges, seaweed sinking could run around $200 a ton, which is more than double the long-term, low-end cost estimates for carbon-sucking factories.

Davis says those costs would likely drive kelp cultivators toward uses with higher economic value. “I’m more and more convinced that the biggest climate benefits of farmed kelp won’t involve sinking it,” he says. 

‘Get it done’

Pull To Refresh’s Crumley says he and his team hope to begin testing a vessel in the ocean this year. If it works well, they plan to attach baby kelp to the Tadpole and “send it on its voyage,” he says.

He disputed the argument that companies should hold off on selling tons now on the promise of eventual carbon removal. He says that businesses need the resources to develop and scale up these technologies, and that government grants won’t get the field where it needs to be.

“We’ve just decided to get it done,” he says. “If, in the end, we’re wrong, we’ll take responsibility for any mistakes. But we think this is the right move.”

It’s not clear, however, how such a startup could take responsibility for mistakes if the activities harm marine ecosystems. And at least for now, there are no clear mechanisms that would hold companies accountable for overestimating carbon removal through kelp.



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Why I became a TechTrekker

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group jumps into the air with snowy mountains in the background


My senior spring in high school, I decided to defer my MIT enrollment by a year. I had always planned to take a gap year, but after receiving the silver tube in the mail and seeing all my college-bound friends plan out their classes and dorm decor, I got cold feet. Every time I mentioned my plans, I was met with questions like “But what about school?” and “MIT is cool with this?”

Yeah. MIT totally is. Postponing your MIT start date is as simple as clicking a checkbox. 

Sofia Pronina (right) was among those who hiked to the Katla Glacier during this year’s TechTrek to Iceland.

COURTESY PHOTO

Now, having finished my first year of classes, I’m really grateful that I stuck with my decision to delay MIT, as I realized that having a full year of unstructured time is a gift. I could let my creative juices run. Pick up hobbies for fun. Do cool things like work at an AI startup and teach myself how to create latte art. My favorite part of the year, however, was backpacking across Europe. I traveled through Austria, Slovakia, Russia, Spain, France, the UK, Greece, Italy, Germany, Poland, Romania, and Hungary. 

Moreover, despite my fear that I’d be losing a valuable year, traveling turned out to be the most productive thing I could have done with my time. I got to explore different cultures, meet new people from all over the world, and gain unique perspectives that I couldn’t have gotten otherwise. My travels throughout Europe allowed me to leave my comfort zone and expand my understanding of the greater human experience. 

“In Iceland there’s less focus on hustle culture, and this relaxed approach to work-life balance ends up fostering creativity. This was a wild revelation to a bunch of MIT students.”

When I became a full-time student last fall, I realized that StartLabs, the premier undergraduate entrepreneurship club on campus, gives MIT undergrads a similar opportunity to expand their horizons and experience new things. I immediately signed up. At StartLabs, we host fireside chats and ideathons throughout the year. But our flagship event is our annual TechTrek over spring break. In previous years, StartLabs has gone on TechTrek trips to Germany, Switzerland, and Israel. On these fully funded trips, StartLabs members have visited and collaborated with industry leaders, incubators, startups, and academic institutions. They take these treks both to connect with the global startup sphere and to build closer relationships within the club itself.

Most important, however, the process of organizing the TechTrek is itself an expedited introduction to entrepreneurship. The trip is entirely planned by StartLabs members; we figure out travel logistics, find sponsors, and then discover ways to optimize our funding. 

two students soaking in a hot spring in Iceland

COURTESY PHOTO

In organizing this year’s trip to Iceland, we had to learn how to delegate roles to all the planners and how to maintain morale when making this trip a reality seemed to be an impossible task. We woke up extra early to take 6 a.m. calls with Icelandic founders and sponsors. We came up with options for different levels of sponsorship, used pattern recognition to deduce the email addresses of hundreds of potential contacts at organizations we wanted to visit, and all got scrappy with utilizing our LinkedIn connections.

And as any good entrepreneur must, we had to learn how to be lean and maximize our resources. To stretch our food budget, we planned all our incubator and company visits around lunchtime in hopes of getting fed, played human Tetris as we fit 16 people into a six-person Airbnb, and emailed grocery stores to get their nearly expired foods for a discount. We even made a deal with the local bus company to give us free tickets in exchange for a story post on our Instagram account. 

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The Download: spying keyboard software, and why boring AI is best

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🧠


This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology.

How ubiquitous keyboard software puts hundreds of millions of Chinese users at risk

For millions of Chinese people, the first software they download onto devices is always the same: a keyboard app. Yet few of them are aware that it may make everything they type vulnerable to spying eyes. 

QWERTY keyboards are inefficient as many Chinese characters share the same latinized spelling. As a result, many switch to smart, localized keyboard apps to save time and frustration. Today, over 800 million Chinese people use third-party keyboard apps on their PCs, laptops, and mobile phones. 

But a recent report by the Citizen Lab, a University of Toronto–affiliated research group, revealed that Sogou, one of the most popular Chinese keyboard apps, had a massive security loophole. Read the full story. 

—Zeyi Yang

Why we should all be rooting for boring AI

Earlier this month, the US Department of Defense announced it is setting up a Generative AI Task Force, aimed at “analyzing and integrating” AI tools such as large language models across the department. It hopes they could improve intelligence and operational planning. 

But those might not be the right use cases, writes our senior AI reporter Melissa Heikkila. Generative AI tools, such as language models, are glitchy and unpredictable, and they make things up. They also have massive security vulnerabilities, privacy problems, and deeply ingrained biases. 

Applying these technologies in high-stakes settings could lead to deadly accidents where it’s unclear who or what should be held responsible, or even why the problem occurred. The DoD’s best bet is to apply generative AI to more mundane things like Excel, email, or word processing. Read the full story. 

This story is from The Algorithm, Melissa’s weekly newsletter giving you the inside track on all things AI. Sign up to receive it in your inbox every Monday.

The ice cores that will let us look 1.5 million years into the past

To better understand the role atmospheric carbon dioxide plays in Earth’s climate cycles, scientists have long turned to ice cores drilled in Antarctica, where snow layers accumulate and compact over hundreds of thousands of years, trapping samples of ancient air in a lattice of bubbles that serve as tiny time capsules. 

By analyzing those cores, scientists can connect greenhouse-gas concentrations with temperatures going back 800,000 years. Now, a new European-led initiative hopes to eventually retrieve the oldest core yet, dating back 1.5 million years. But that impressive feat is still only the first step. Once they’ve done that, they’ll have to figure out how they’re going to extract the air from the ice. Read the full story.

—Christian Elliott

This story is from the latest edition of our print magazine, set to go live tomorrow. Subscribe today for as low as $8/month to ensure you receive full access to the new Ethics issue and in-depth stories on experimental drugs, AI assisted warfare, microfinance, and more.

The must-reads

I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.

1 How AI got dragged into the culture wars
Fears about ‘woke’ AI fundamentally misunderstand how it works. Yet they’re gaining traction. (The Guardian
+ Why it’s impossible to build an unbiased AI language model. (MIT Technology Review)
 
2 Researchers are racing to understand a new coronavirus variant 
It’s unlikely to be cause for concern, but it shows this virus still has plenty of tricks up its sleeve. (Nature)
Covid hasn’t entirely gone away—here’s where we stand. (MIT Technology Review)
+ Why we can’t afford to stop monitoring it. (Ars Technica)
 
3 How Hilary became such a monster storm
Much of it is down to unusually hot sea surface temperatures. (Wired $)
+ The era of simultaneous climate disasters is here to stay. (Axios)
People are donning cooling vests so they can work through the heat. (Wired $)
 
4 Brain privacy is set to become important 
Scientists are getting better at decoding our brain data. It’s surely only a matter of time before others want a peek. (The Atlantic $)
How your brain data could be used against you. (MIT Technology Review)
 
5 How Nvidia built such a big competitive advantage in AI chips
Today it accounts for 70% of all AI chip sales—and an even greater share for training generative models. (NYT $)
The chips it’s selling to China are less effective due to US export controls. (Ars Technica)
+ These simple design rules could turn the chip industry on its head. (MIT Technology Review)
 
6 Inside the complex world of dissociative identity disorder on TikTok 
Reducing stigma is great, but doctors fear people are self-diagnosing or even imitating the disorder. (The Verge)
 
7 What TikTok might have to give up to keep operating in the US
This shows just how hollow the authorities’ purported data-collection concerns really are. (Forbes)
 
8 Soldiers in Ukraine are playing World of Tanks on their phones
It’s eerily similar to the war they are themselves fighting, but they say it helps them to dissociate from the horror. (NYT $)
 
9 Conspiracy theorists are sharing mad ideas on what causes wildfires
But it’s all just a convoluted way to try to avoid having to tackle climate change. (Slate $)
 
10 Christie’s accidentally leaked the location of tons of valuable art 🖼📍
Seemingly thanks to the metadata that often automatically attaches to smartphone photos. (WP $)

Quote of the day

“Is it going to take people dying for something to move forward?”

—An anonymous air traffic controller warns that staffing shortages in their industry, plus other factors, are starting to threaten passenger safety, the New York Times reports.

The big story

Inside effective altruism, where the far future counts a lot more than the present

" "

VICTOR KERLOW

October 2022

Since its birth in the late 2000s, effective altruism has aimed to answer the question “How can those with means have the most impact on the world in a quantifiable way?”—and supplied methods for calculating the answer.

It’s no surprise that effective altruisms’ ideas have long faced criticism for reflecting white Western saviorism, alongside an avoidance of structural problems in favor of abstract math. And as believers pour even greater amounts of money into the movement’s increasingly sci-fi ideals, such charges are only intensifying. Read the full story.

—Rebecca Ackermann

We can still have nice things

A place for comfort, fun and distraction in these weird times. (Got any ideas? Drop me a line or tweet ’em at me.)

+ Watch Andrew Scott’s electrifying reading of the 1965 commencement address ‘Choose One of Five’ by Edith Sampson.
+ Here’s how Metallica makes sure its live performances ROCK. ($)
+ Cannot deal with this utterly ludicrous wooden vehicle
+ Learn about a weird and wonderful new instrument called a harpejji.



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Why we should all be rooting for boring AI

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Why we should all be rooting for boring AI


This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here.

I’m back from a wholesome week off picking blueberries in a forest. So this story we published last week about the messy ethics of AI in warfare is just the antidote, bringing my blood pressure right back up again. 

Arthur Holland Michel does a great job looking at the complicated and nuanced ethical questions around warfare and the military’s increasing use of artificial-intelligence tools. There are myriad ways AI could fail catastrophically or be abused in conflict situations, and there don’t seem to be any real rules constraining it yet. Holland Michel’s story illustrates how little there is to hold people accountable when things go wrong.  

Last year I wrote about how the war in Ukraine kick-started a new boom in business for defense AI startups. The latest hype cycle has only added to that, as companies—and now the military too—race to embed generative AI in products and services. 

Earlier this month, the US Department of Defense announced it is setting up a Generative AI Task Force, aimed at “analyzing and integrating” AI tools such as large language models across the department. 

The department sees tons of potential to “improve intelligence, operational planning, and administrative and business processes.” 

But Holland Michel’s story highlights why the first two use cases might be a bad idea. Generative AI tools, such as language models, are glitchy and unpredictable, and they make things up. They also have massive security vulnerabilities, privacy problems, and deeply ingrained biases.  

Applying these technologies in high-stakes settings could lead to deadly accidents where it’s unclear who or what should be held responsible, or even why the problem occurred. Everyone agrees that humans should make the final call, but that is made harder by technology that acts unpredictably, especially in fast-moving conflict situations. 

Some worry that the people lowest on the hierarchy will pay the highest price when things go wrong: “In the event of an accident—regardless of whether the human was wrong, the computer was wrong, or they were wrong together—the person who made the ‘decision’ will absorb the blame and protect everyone else along the chain of command from the full impact of accountability,” Holland Michel writes. 

The only ones who seem likely to face no consequences when AI fails in war are the companies supplying the technology.

It helps companies when the rules the US has set to govern AI in warfare are mere recommendations, not laws. That makes it really hard to hold anyone accountable. Even the AI Act, the EU’s sweeping upcoming regulation for high-risk AI systems, exempts military uses, which arguably are the highest-risk applications of them all. 

While everyone is looking for exciting new uses for generative AI, I personally can’t wait for it to become boring. 

Amid early signs that people are starting to lose interest in the technology, companies might find that these sorts of tools are better suited for mundane, low-risk applications than solving humanity’s biggest problems.

Applying AI in, for example, productivity software such as Excel, email, or word processing might not be the sexiest idea, but compared to warfare it’s a relatively low-stakes application, and simple enough to have the potential to actually work as advertised. It could help us do the tedious bits of our jobs faster and better.

Boring AI is unlikely to break as easily and, most important, won’t kill anyone. Hopefully, soon we’ll forget we’re interacting with AI at all. (It wasn’t that long ago when machine translation was an exciting new thing in AI. Now most people don’t even think about its role in powering Google Translate.) 

That’s why I’m more confident that organizations like the DoD will find success applying generative AI in administrative and business processes. 

Boring AI is not morally complex. It’s not magic. But it works. 

Deeper Learning

AI isn’t great at decoding human emotions. So why are regulators targeting the tech?

Amid all the chatter about ChatGPT, artificial general intelligence, and the prospect of robots taking people’s jobs, regulators in the EU and the US have been ramping up warnings against AI and emotion recognition. Emotion recognition is the attempt to identify a person’s feelings or state of mind using AI analysis of video, facial images, or audio recordings. 

But why is this a top concern? Western regulators are particularly concerned about China’s use of the technology, and its potential to enable social control. And there’s also evidence that it simply does not work properly. Tate Ryan-Mosley dissected the thorny questions around the technology in last week’s edition of The Technocrat, our weekly newsletter on tech policy.

Bits and Bytes

Meta is preparing to launch free code-generating software
A version of its new LLaMA 2 language model that is able to generate programming code will pose a stiff challenge to similar proprietary code-generating programs from rivals such as OpenAI, Microsoft, and Google. The open-source program is called Code Llama, and its launch is imminent, according to The Information. (The Information

OpenAI is testing GPT-4 for content moderation
Using the language model to moderate online content could really help alleviate the mental toll content moderation takes on humans. OpenAI says it’s seen some promising first results, although the tech does not outperform highly trained humans. A lot of big, open questions remain, such as whether the tool can be attuned to different cultures and pick up context and nuance. (OpenAI)

Google is working on an AI assistant that offers life advice
The generative AI tools could function as a life coach, offering up ideas, planning instructions, and tutoring tips. (The New York Times)

Two tech luminaries have quit their jobs to build AI systems inspired by bees
Sakana, a new AI research lab, draws inspiration from the animal kingdom. Founded by two prominent industry researchers and former Googlers, the company plans to make multiple smaller AI models that work together, the idea being that a “swarm” of programs could be as powerful as a single large AI model. (Bloomberg)

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