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The Download: beyond CRISPR, and OpenAI’s superalignment findings

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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.

Vertex developed a CRISPR cure. It’s already on the hunt for something better.

The company that just got approval to sell the first gene-editing treatment in history, for sickle-cell disease, is already looking for an ordinary drug that could take its place. Vertex Pharmaceuticals has a 50-person team working to make a pill that doesn’t do gene editing at all—but achieves the same treatment goals. 

Now that medicine’s CRISPR era has begun, some of the technique’s limitations are already visible. The treatment, called Casgevy, is both tough on patients and hugely expensive, with many barriers to access. Such drawbacks are why a pill to alleviate sickle-cell, if developed, could sweep CRISPR from the playing field. Read the full story.

—Antonio Regalado

Now we know what OpenAI’s superalignment team has been up to

OpenAI has announced the first results from its superalignment team, the firm’s in-house initiative dedicated to preventing a superintelligence—a hypothetical future computer that can outsmart humans—from going rogue.

While many researchers still question whether machines will ever match human intelligence, let alone outmatch it, OpenAI’s team takes machines’ eventual superiority as given. 

In a low-key research paper, the team describes a technique that lets a less powerful large language model supervise a more powerful one—and suggests that this might be a small step toward figuring out how humans might supervise superhuman machines. Read the full story.

—Will Douglas Heaven

Google DeepMind used a large language model to solve an unsolvable math problem

The news: Google DeepMind has used a large language model to crack a famous unsolved problem in pure mathematics. The researchers say it is the first time a large language model has been used to discover a solution to a long-standing scientific puzzle—producing verifiable and valuable new information that did not previously exist.

Why it matters: Large language models have a reputation for making things up, not for providing new facts. Google DeepMind’s new tool, called FunSearch, could change that. It shows that they can indeed make discoveries—if they are coaxed just so, and if you throw out the majority of what they come up with. Read the full story.

—Will Douglas Heaven

Needle-free covid vaccines are (still) in the works

Covid shots do an admirable job of boosting our immune response enough to protect against serious illness, but they don’t boost immunity in the one spot we’d like them to: our airways.

That’s why researchers have been working on vaccines you breathe into your lungs or spray into your nose. The idea is that these vaccines will elicit an immune response in the mucous membranes of your respiratory tract that might help stave off infection or, if you do become infected, make you less likely to transmit the virus.

These “mucosal” covid vaccines aren’t available in the US or Europe, but they are in other parts of the world. So when will the US get its first mucosal covid vaccine? What will it look like? And will it work as intended? Read the full story.

—Cassandra Willyard

This story is from The Checkup, our weekly newsletter giving you the inside track on all things health and biotech. Sign up to receive it in your inbox every Thursday.

The must-reads

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

1 A marketing team says it can listen to consumers through their phones
It’s what the conspiracists have claimed for years—now they might actually have a point. (404 Media)

2 The race to dominate wearable AI is heating up
Big Tech is throwing money at AR glasses and goggles. But who will come out on top? (The Information $)
+ Apple’s Vision Pro spatial videos are evoking strong reactions. (CNET)

3 Inside Mark Zuckerberg’s Hawaii compound
It’s not just a home—it’s a fortress. (Wired $)

4 Robotaxi firm Cruise is laying off a quarter of its staff
In the wake of a serious accident that hospitalized a pedestrian. (Wired $)
+ Several top execs have left the company too. (The Verge)
+ Robotaxis are here. It’s time to decide what to do about them. (MIT Technology Review)

4 Racist and antisemitic memes are thriving on X
AI-generated memes start life on 4chan, before spreading thanks to X’s loose policies. (WP $)
+ Conspiracy theorists are going into overdrive over two new movies.(Motherboard)
+ The UK is considering cracking down on children’s social media use. (FT $)

5 Shopping for other people’s returned items is big business  
Returned something to Amazon lately? I could be resold for as little as $1. (WP $)
+ Our addiction to cheap products shows no sign of waning. (Vox)

6 Europe isn’t interested in America’s defense tech 
Smaller budgets and different priorities mean US firms aren’t cutting through. (Bloomberg $)
+ At one point it seemed business could boom for US military AI startups. (MIT Technology Review)

7 Computer code could hold clues to hackers’ identities
And the US government is keen to identify perpetrators. (WSJ $)

9 TikTok’s giant waves are nightmare fodder
The North Sea’s choppy terrain makes for terrifyingly compelling videos. (NYT $)
+ Another massive TikTok trend? This Windows screen saver. (The Guardian)

10 Why is it so tough to cultivate lab-grown chicken? 🐓
Scaling up fake meat is a major challenge—and so is its carbon footprint. (Bloomberg $)
+ I tried lab-grown chicken at a Michelin-starred restaurant. (MIT Technology Review)

Quote of the day

“Alexa, insult me.”

—The surprising top request Amazon Echo users made to its AI assistant Alexa this year, The Guardian reports.

The big story

These impossible instruments could change the future of music

October 2021

When Gadi Sassoon met Michele Ducceschi backstage at a rock concert in Milan in 2016, the idea of making music with mile-long trumpets blown by dragon fire, or guitars strummed by needle-thin alien fingers, wasn’t yet on his mind. 

At the time, Sassoon was simply blown away by the everyday sounds of the classical instruments that Ducceschi and his colleagues were re-creating with computers. 

The sounds were the early results of a curious project at the University of Edinburgh in Scotland, where Ducceschi was a researcher at the time. The project aimed to produce the most lifelike digital music ever created—creating a combination of sounds that would be pretty much impossible to nail otherwise. Read the full story.

—Will Douglas Heaven

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.)

+ What could be cuter than a puppy and a kitten meeting for the first time? Nothing, that’s what.
+ These teeny tiny Rembrandts could be the artist’s smallest-ever portraits.
+ It’s almost 2024—let’s get planning fun stuff for the year ahead.
+ On this day in 1970, the Soviet spacecraft Venera 7 landed on the surface of Venus: the very first successful landing of a spacecraft on another planet.
+ Merry Chrismukkah, one and all ❤



Tech

The hunter-gatherer groups at the heart of a microbiome gold rush

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The hunter-gatherer groups at the heart of a microbiome gold rush


The first step to finding out is to catalogue what microbes we might have lost. To get as close to ancient microbiomes as possible, microbiologists have begun studying multiple Indigenous groups. Two have received the most attention: the Yanomami of the Amazon rainforest and the Hadza, in northern Tanzania. 

Researchers have made some startling discoveries already. A study by Sonnenburg and his colleagues, published in July, found that the gut microbiomes of the Hadza appear to include bugs that aren’t seen elsewhere—around 20% of the microbe genomes identified had not been recorded in a global catalogue of over 200,000 such genomes. The researchers found 8.4 million protein families in the guts of the 167 Hadza people they studied. Over half of them had not previously been identified in the human gut.

Plenty of other studies published in the last decade or so have helped build a picture of how the diets and lifestyles of hunter-gatherer societies influence the microbiome, and scientists have speculated on what this means for those living in more industrialized societies. But these revelations have come at a price.

A changing way of life

The Hadza people hunt wild animals and forage for fruit and honey. “We still live the ancient way of life, with arrows and old knives,” says Mangola, who works with the Olanakwe Community Fund to support education and economic projects for the Hadza. Hunters seek out food in the bush, which might include baboons, vervet monkeys, guinea fowl, kudu, porcupines, or dik-dik. Gatherers collect fruits, vegetables, and honey.

Mangola, who has met with multiple scientists over the years and participated in many research projects, has witnessed firsthand the impact of such research on his community. Much of it has been positive. But not all researchers act thoughtfully and ethically, he says, and some have exploited or harmed the community.

One enduring problem, says Mangola, is that scientists have tended to come and study the Hadza without properly explaining their research or their results. They arrive from Europe or the US, accompanied by guides, and collect feces, blood, hair, and other biological samples. Often, the people giving up these samples don’t know what they will be used for, says Mangola. Scientists get their results and publish them without returning to share them. “You tell the world [what you’ve discovered]—why can’t you come back to Tanzania to tell the Hadza?” asks Mangola. “It would bring meaning and excitement to the community,” he says.

Some scientists have talked about the Hadza as if they were living fossils, says Alyssa Crittenden, a nutritional anthropologist and biologist at the University of Nevada in Las Vegas, who has been studying and working with the Hadza for the last two decades.

The Hadza have been described as being “locked in time,” she adds, but characterizations like that don’t reflect reality. She has made many trips to Tanzania and seen for herself how life has changed. Tourists flock to the region. Roads have been built. Charities have helped the Hadza secure land rights. Mangola went abroad for his education: he has a law degree and a master’s from the Indigenous Peoples Law and Policy program at the University of Arizona.

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The Download: a microbiome gold rush, and Eric Schmidt’s election misinformation plan

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The Download: a microbiome gold rush, and Eric Schmidt’s election misinformation plan


Over the last couple of decades, scientists have come to realize just how important the microbes that crawl all over us are to our health. But some believe our microbiomes are in crisis—casualties of an increasingly sanitized way of life. Disturbances in the collections of microbes we host have been associated with a whole host of diseases, ranging from arthritis to Alzheimer’s.

Some might not be completely gone, though. Scientists believe many might still be hiding inside the intestines of people who don’t live in the polluted, processed environment that most of the rest of us share. They’ve been studying the feces of people like the Yanomami, an Indigenous group in the Amazon, who appear to still have some of the microbes that other people have lost. 

But there is a major catch: we don’t know whether those in hunter-gatherer societies really do have “healthier” microbiomes—and if they do, whether the benefits could be shared with others. At the same time, members of the communities being studied are concerned about the risk of what’s called biopiracy—taking natural resources from poorer countries for the benefit of wealthier ones. Read the full story.

—Jessica Hamzelou

Eric Schmidt has a 6-point plan for fighting election misinformation

—by Eric Schmidt, formerly the CEO of Google, and current cofounder of philanthropic initiative Schmidt Futures

The coming year will be one of seismic political shifts. Over 4 billion people will head to the polls in countries including the United States, Taiwan, India, and Indonesia, making 2024 the biggest election year in history.

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Navigating a shifting customer-engagement landscape with generative AI

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Navigating a shifting customer-engagement landscape with generative AI


A strategic imperative

Generative AI’s ability to harness customer data in a highly sophisticated manner means enterprises are accelerating plans to invest in and leverage the technology’s capabilities. In a study titled “The Future of Enterprise Data & AI,” Corinium Intelligence and WNS Triange surveyed 100 global C-suite leaders and decision-makers specializing in AI, analytics, and data. Seventy-six percent of the respondents said that their organizations are already using or planning to use generative AI.

According to McKinsey, while generative AI will affect most business functions, “four of them will likely account for 75% of the total annual value it can deliver.” Among these are marketing and sales and customer operations. Yet, despite the technology’s benefits, many leaders are unsure about the right approach to take and mindful of the risks associated with large investments.

Mapping out a generative AI pathway

One of the first challenges organizations need to overcome is senior leadership alignment. “You need the necessary strategy; you need the ability to have the necessary buy-in of people,” says Ayer. “You need to make sure that you’ve got the right use case and business case for each one of them.” In other words, a clearly defined roadmap and precise business objectives are as crucial as understanding whether a process is amenable to the use of generative AI.

The implementation of a generative AI strategy can take time. According to Ayer, business leaders should maintain a realistic perspective on the duration required for formulating a strategy, conduct necessary training across various teams and functions, and identify the areas of value addition. And for any generative AI deployment to work seamlessly, the right data ecosystems must be in place.

Ayer cites WNS Triange’s collaboration with an insurer to create a claims process by leveraging generative AI. Thanks to the new technology, the insurer can immediately assess the severity of a vehicle’s damage from an accident and make a claims recommendation based on the unstructured data provided by the client. “Because this can be immediately assessed by a surveyor and they can reach a recommendation quickly, this instantly improves the insurer’s ability to satisfy their policyholders and reduce the claims processing time,” Ayer explains.

All that, however, would not be possible without data on past claims history, repair costs, transaction data, and other necessary data sets to extract clear value from generative AI analysis. “Be very clear about data sufficiency. Don’t jump into a program where eventually you realize you don’t have the necessary data,” Ayer says.

The benefits of third-party experience

Enterprises are increasingly aware that they must embrace generative AI, but knowing where to begin is another thing. “You start off wanting to make sure you don’t repeat mistakes other people have made,” says Ayer. An external provider can help organizations avoid those mistakes and leverage best practices and frameworks for testing and defining explainability and benchmarks for return on investment (ROI).

Using pre-built solutions by external partners can expedite time to market and increase a generative AI program’s value. These solutions can harness pre-built industry-specific generative AI platforms to accelerate deployment. “Generative AI programs can be extremely complicated,” Ayer points out. “There are a lot of infrastructure requirements, touch points with customers, and internal regulations. Organizations will also have to consider using pre-built solutions to accelerate speed to value. Third-party service providers bring the expertise of having an integrated approach to all these elements.”

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