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The Download: how NYC tackles tough problems, and China’s AI standards

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The Download: how NYC tackles tough problems, and China’s AI standards


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.

Why New York City is embracing low-tech solutions to hard problems

It’s a reality of politics that is often overlooked: once a law is passed, it needs to evolve from an idea into a plan with a budget and a staff, and from there it needs to actually reach the lives of millions of people. Moving from policy to implementation has always been a hard part of governing. Today it’s easy to assume technology can make it easier. But is that actually true?

New York City is something of a test lab for strategies to confront some big problems that plague the modern state. Akin to a country in the budget and bureaucratic complexity of its government, it is, and has been, dealing with the key question of how to make government work for people today. But it is finding that sometimes the solution to doing big things also involves doing a lot of small things, sometimes with the lowest tech possible. Read the full story.

—Tate Ryan-Mosley

Tate’s story is from the next magazine edition of MIT Technology Review, set to go live on October 25. It’s all about society’s hardest problems, and how we should tackle them. If you don’t subscribe already, sign up now to get a copy when it lands.

China’s plan to judge the safety of generative AI

Ever since the Chinese government passed a law on generative AI back in July, it’s been unclear how exactly China’s censorship machine would adapt for the AI era. 

Last week we finally got some clarity. On October 11, the Chinese government released a draft document that proposed detailed rules for how to determine whether a generative AI model is problematic. 

The standards document is very detailed: it sets clear criteria for when a data source should be banned from training generative AI. It also clarifies what companies should consider a “safety risk” in AI models. But, it’s important to remember, these standards are not laws. Read the full story.

—Zeyi Yang

Zeyi’s story is from China Report, our weekly newsletter covering tech and power in China. Sign up to receive it in your inbox every Tuesday.

This microbe-filled pill could track inflammation in the gut

The news: A blueberry-size pill that you swallow could let doctors measure signs of inflammatory bowel disease (IBD) in the gut, helping spot it earlier and measure its progression in real time.

How it works: The pill contains E. coli bacteria that have been genetically engineered to detect molecules that are produced in excess in the guts of people with IBD. A gene cluster was added to the bacteria that causes them to emit light when they are exposed to these inflammatory molecules. The pill also contains photodiodes, which can detect this light, and a radio chip that can transmit the signal outside the body.

Next steps: Following successful trials in pigs, the pill now has to be validated in humans to demonstrate that the sensors are able to detect the biomarkers in the concentrations that would be indicative of disease. Read the full story.

—Soumya Sagar

This is a subscriber-only story. If you haven’t already, sign up now to read it in full.

2023 Climate Tech Companies to Watch: ReNew and its ambitious clean energy projects

ReNew is playing a critical role in India’s energy transition by scaling up the nation’s renewable energy capacity, building energy storage infrastructure, and—it hopes—eventually producing green hydrogen.  Read more about it, and read the rest of the list of Climate Tech Companies to Watch.

The must-reads

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

1 Hamas is spreading propaganda through unmoderated social platforms
Telegram channels are rife with disturbing videos and images of the atrocities in Gaza. (WP $)
+ Banning Hamas from social media hasn’t prevented it from sowing fear. (NYT $)
+ Big Tech has abdicated its responsibility for the news. (New Yorker $)

2 AI factories are coming
Thanks to a new deal struck between Nvidia and Chinese phone maker Foxconn. (FT $)

3 China’s spies are hellbent on stealing from Silicon Valley
Today’s tech secrets are more compelling than political intel, according to the FBI. (NYT $)
+ How China built a one-of-a-kind cyber-espionage behemoth to last. (MIT Technology Review)

4 X is charging some users $1 a year to post
In yet another attempt to differentiate bots from real human users. (The Verge)

5  OpenAI is working on a new AI-generated images tool
Whether the tool really is 99% accurate, as it claims, remains to be seen. (Bloomberg $)
+ GPT-4 is still pretty easy to trick. (The Verge)
+ AI-text detection tools are really easy to fool. (MIT Technology Review)

6 Scientists are bugging the rainforest to protect it
Eavesdropping on creatures is a non-invasive way of keeping tabs on them. (Wired $)
+ Urban trees could be falling victim to unhealthy microbiomes. (New Scientist $)

7 New York City’s mayor has been making audio deepfakes of himself
His office has been making eerie robocalls of him speaking Spanish, Mandarin, and Yiddish, without the disclaimer it’s not actually him. (Motherboard)
+ AI voice actors sound more human than ever—and they’re ready to hire. (MIT Technology Review)

8 Even artists’ tech isn’t immune from becoming obsolete
And replacing long-discontinued hardware is becoming increasingly tricky. (NYT $)

9 Check out this amazing picture of Jupiter’s moon Io
It’s the best image we’ve captured in decades. (New Scientist $)
+ What’s next for the moon. (MIT Technology Review)

10 To build a better internet, we must focus on where we went wrong
We shouldn’t leave it up to the loudest, most polarizing voices. (The Atlantic $)
+ How to fix the internet. (MIT Technology Review)

Quote of the day

“If you’re able to build a rocket faster than the government can regulate it… that needs to be addressed.”

—Tim Hughes, SpaceX’s senior vice president, criticizes the US government’s sluggish regulatory processes, the Washington Post reports.

The big story

How AI is helping historians better understand our past

April 2023

Historians have started using machine learning to examine historical documents, including astronomical tables like those produced in Venice and other early modern cities.

Proponents claim that the application of modern computer science to the past helps draw connections across a broader swath of the historical record than would otherwise be possible, correcting distortions that come from analyzing history one document at a time.

But it introduces distortions of its own, including the risk that machine learning will slip bias or outright falsifications into the historical record. Read the full story.

—Moira Donovan

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.)

+ Go on then—a list of all the great albums this year you may have missed (so far)
+ What could be better than tickling a friendly fox? 🦊
+ This collection of photos of London through the ages is wonderfully nostalgic.
+ Drum machines will never not be cool.
+ Congratulations to Grazer, the fish-loving winner of this year’s hotly-contested Fat Bear contest!



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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