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The Download: 2022’s best stories, and what’s next for AI

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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.

Our favorite stories of 2022

We like to think we’ve had a great year here at MIT Technology Review. Our stories have won numerous awards (this story from our magazine won Gold in the AAAS awards) and our investigations have helped shed light on unjust policies.

So this year we asked our writers and editors to comb back through the past 12 months and try to pick just one story that they loved the most—and then tell us why. This is what they said.

What’s next for AI

In 2022, AI got creative. AI models can now produce remarkably convincing pieces of text, pictures, and even videos, with just a little prompting. It’s only been nine months since OpenAI set off the generative AI explosion with the launch of DALL-E 2, a deep-learning model that can produce images from text instructions. That was followed by a breakthrough from Google and Meta: AIs that can produce videos from text. And it’s only been a few weeks since OpenAI released ChatGPT, the latest large language model to set the internet ablaze with its surprising eloquence and coherence.

The pace of innovation this year has been remarkable—and at times overwhelming. Who could have seen it coming? And how can we predict what’s next?

Our in-house experts Will Douglas Heaven and Melissa Heikkilä tell us the four biggest trends they expect to shape the AI landscape in 2023. Read the full story

Brain stimulation might be more invasive than we think

Today, there are lots of neurotechnologies that can read what’s going on in our brains, modify the way they function, and change the wiring. Deep brain stimulation, for example, involves implanting electrodes deep into the brain to stimulate neurons and control the way brain regions fire. It’s considered pretty invasive, in the medical sense.

Other treatments, such as transcranial magnetic stimulation, which involves passing a device shaped like a figure 8 over a person’s head to deliver a magnetic pulse to parts of the brain and to interfere with its activity, are considered “noninvasive” because they act from outside the brain. But if we can reach into a person’s mind, even without piercing the skull, how noninvasive is the technology really? Read the full story.

—Jessica Hamzelou

Jessica’s story is from The Checkup, her weekly newsletter covering everything worth knowing in biotech. Sign up to receive it in your inbox every Thursday.

Podcast: the future of farming lies in space

AI is used in agriculture to precisely target weeds and optimize irrigation practices. It’s also being used in ways you might not expect, like for tracking the health of cow pastures—from space. We travel from test farms to orchards in the first of a two-part series on agriculture, AI, and satellites.

Listen on Apple Podcasts or wherever you normally get your podcasts.

The must-reads

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

1 Sam Bankman-Fried has been released on $250 million bail
He’s facing home detention while he awaits trial. (BBC)
+ It’s one of the largest bails in US history. (Bloomberg $)
+ Crypto Twitter is not impressed by his cushy conditions. (CoinTelegraph)

2 A severe storm is forcing US airlines to cancel flights
+ Disrupting Christmas travel left, right, and center. (WSJ $)
+ It’s due to sweep across most of the US and into Canada. (Wired $)

3 We don’t know how effective nasal covid vaccines are
And because we’re not collecting the right kind of data, we may never know. (The Atlantic $)
+ Two inhaled covid vaccines have been approved—but we don’t know yet how good they are. (MIT Technology Review)
+ Life expectancy in the US has fallen again. (Axios)

4 Twitter is starting to show how many people have seen your tweets
It’s yet another of Elon Musk’s wheezes. (TechCrunch)
+ Twitter looks like it’s crumbling right now. (The Atlantic $)
+ We’re witnessing the brain death of Twitter. (MIT Technology Review)

5 ByteDance has been tracking journalists 
Its staff improperly gained access to their IP addresses to try and work out if they’d crossed paths with ByteDance workers. (Forbes)
+ After all that, the company failed to find any leaks. (FT $)
+ TikTok is desperately trying to curry favor in the US. (Reuters)

6 NFTs are at a crossroads
Their value has plummeted, but evangelists are refusing to give up. (Wired $)
Some of the crypto faithful are trying to take their losses on the chin. (Vice)

7 Immigrant tech workers who’ve been laid off are caught in limbo
Losing their jobs means their families are also unable to work, leaving many with no choice but to leave the US. (The Guardian)
+ For this startup founder, his business going bust came as a bit of a relief. (The Information $)

8 This has been a landmark year for EVs 
They’re not just synonymous with Tesla any more. (Vox)
+ Why EVs won’t replace hybrid cars anytime soon. (MIT Technology Review)

9 Japan’s space agency is sending a toy-like rover to the moon
The cute ball is designed by popular toymaker Tomy. (New Yorker $)
+ The Perseverance rover has dropped off its first sample tube. (The Register)

10 We’re living through the first ever BeReal Christmas
Unfortunately, originality is vanishingly rare. (Vice)

Quote of the day

“Against all odds, and doom and gloom scenarios, Ukraine didn’t fall. Ukraine is alive and kicking.” 

—Ukrainian President Volodymyr Zelensky thanks the US Congress for its financial support of Ukraine and its people 10 months after Russia invaded, CNN reports.

The big story

Startups are racing to reproduce breast milk in the lab

December 2020

Like many mothers, Leila Strickland found breastfeeding difficult. She struggled to feed her son, and three years later, her daughter, and spent all day, every day, nursing or pumping to stimulate her milk flow.

Strickland, a professor of vascular physiology at Maastricht University in the Netherlands, began thinking about how she might be able to use a process like that pioneered by Dutch food technology company Mosa Meat to create artificial beef, but for cells that produce breast milk.

For years she struggled to keep the project funded, and she came close to abandoning the idea. But in May 2020, Biomilq, a company she had founded, received $3.5 million from a group of investors led by Bill Gates. Biomilq is now in a race with competitors to shake up the world of infant nutrition in a way not seen since the birth of the now $42 billion formula industry. Read the full story.

—Haley Cohen Gilliland

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.)

+ I must admit, I hadn’t heard of flirting with onion emojis until now. 🧅
+ Even millennials are starting to find millennials cringe.
+ An intrepid guide to all Netflix’s cheesy festive movies—watch at your peril. 
+ This chef is bravely reimagining the Italian Christmas classic panettone, with a little Silician flair.
+ How to make new year’s resolutions you’ll actually stick to.



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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