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Jason Palmer
The Economist.
Rosie Blore
Hello and welcome to the Intelligence from the Economist. I'm Rosie Blore.
Jason Palmer
And I'm Jason Palmer. Every weekday we provide a fresh perspective on the events shaping your world.
Rosie Blore
People keep talking about the anticipated jobs apocalypse end AI may cause. But our correspondent reckons there could be a bounty of new roles created by the need for us humans to train and control our artificial peers.
Jason Palmer
And our world Ahead series takes a look at the business of wine. Will 2026 be the industry's peak? Our correspondent examines the trends driving consumption down and the benefits for the sippers who are sticking around. But first.
Damon Blunt
I laid down to take a nap, and the next thing I know, he woke me up and he said, we have to leave and we have to leave now. And that was around that 3am exactly.
Erin Braun
One year ago, wildfires devastated parts of Los Angeles.
Jason Palmer
Erin Braun is our west coast correspondent.
Erin Braun
Audra Blunt and her husband Damon's home was in Altadena. That's to the east of la. Their house and their entire neighborhood were destroyed. Do you remember what the neighborhood looked like as you were driving away?
Damon Blunt
It was complete dark and it looked like it was complete. I want to say hysteria.
Erin Braun
The memories of their home are still extremely vivid.
Audra Blunt
Before the fire, my wife and I had spent the last five years remodeling in our house. Like, this driveway, as you can see, is brand new.
Erin Braun
It looks like it, yeah.
Damon Blunt
We had everything landscaped. We had, like, the lighting done. I mean, it was, it was truly our, our little piece of, of heaven, my sanctuary.
Erin Braun
Now, Audra and Damon's home is an empty dirt lot, but look around the neighborhood more generally, and there are some signs of construction work, of buildings going back up.
Audra Blunt
You're happy for the neighbors that their stuff is going up, but it's still. You're like, I just want to be back home. And you keep asking yourself, you know, how much more red tape do I have to go through? How many more times do I have to talk to the insurance company?
Erin Braun
The flames that burned down Altadena 12 months ago were just the beginning of this story.
Jason Palmer
So Erin let's wind back to a year ago remind us of what happened.
Erin Braun
Last January in the fires that swept across Los Angeles County Starting on January 7, 31 people were killed and the flames destroyed more than 16,000 buildings. Some neighborhoods were completely obliterated. But that was just the beginning of the damage. New research has come out finding that 14 other people died from wildfire smoke exposure and the number of emergency room visits for heart attack symptoms increased something like 46% in the 90 days after the fire. So we're still finding out the true extent of the damage. And really it can take years or even decades for a city to fully recover from fires like this. And when I talked to survivors both in Altadena and Pacific Palisades, the neighborhoods that burn, they now talk about their lives in two parts. There was before January 7th and after.
Jason Palmer
And how does that after January 7th reality look now? What did you see?
Erin Braun
Well, like the Blounts house, there's a lot of dirt lots, but there's also a lot of construction just beginning. So permitting, which everyone was really worried about because it's notoriously slow in Los Angeles is actually going to pretty well so far, if you ask architects, permits have been approved for reconstruction of about 15% of destroyed buildings as of December. One architect I spoke to in Altadena expects a big building boom in March when the winter rains are over and more permits have been approved. And even these nascent rebuilding efforts help us to forecast how the fires will change Los Angeles and also what they reveal about climate risk for other cities. And two pinch points where California's policies and climate risk combined have created toxic situations, especially around home insurance and investor owned utilities.
Jason Palmer
I remember at the time of the fires you mentioned how much the insurance industry was going to be rocked by this.
Erin Braun
When you talk to survivors, they will bring up insurance within like the first three minutes of speaking to them. And that's because so many people who live in fire prone areas like Los Angeles are underinsured, which means that even the money they get back from their insurance company is not enough to rebuild their homes. Wealthier residents in places like Pacific Palisades, they can probably afford to rebuild their home regardless. That's a pretty wealthy community. Some people there are reimagining their dream home and buying up neighboring lots to build bigger houses and backyards. It's a very different situation in Altadena, which is a more eclectic middle class community and lots of people there are struggling to pay their rent while continuing to pay down their mortgage. And because they have this insurance gap for some people, selling their property is the only option that they think that they have. And that's really controversial in a neighborhood that feels like developers and investors want to capitalize on their loss. And if you drive around Altadena, this is really evident because you have lots of signs in front yards that say Altadena is not for sale, right next to a house with a for sale sign in their front yard.
Jason Palmer
And when we spoke before about the insurance market, the insurance industry, you spoke about, I mean, essentially how complicated it is. And presumably this tragedy has only made things messier.
Erin Braun
There were problems with California's home insurance market even before these fires. Californians passed a ballot measure in 1988 which artificially suppressed home insurance rates. And that helped incentivize a migration into these risky fire prone areas. In 2023, the state struck a deal with firms that would allow them to increase rates while continuing to cover these risky fire prone areas. And that deal was also supposed to stabilize the Fair Plan, which is kind of an insurance pool of last resort for people who can't afford home insurance on the private market because they're in these risky areas. But in practice, policyholders in risky areas have continued to lose coverage, forcing them to buy this last resort insurance. California's elected insurance commissioner charged the firms in the pool a billion dollars last year to prevent insolvency. But that's also a short term solution, especially when you consider the fact that the Fair Plan's exposure has tripled since 2022.
Jason Palmer
But in thinking about these particular fires, this was not to adopt the language of insurance policies. An act of God, right? There is some blame to be apportioned.
Erin Braun
So the situation in Palisades, in Altadena, is quite different. There's a young man who was arrested and charged with starting the Palisades fire. He's pleaded not guilty. In Altadena, Southern California Edison, which is one of the state's big investor owned utilities, has admitted that its equipment probably caused the fire that raised that part of Los Angeles County. And in the aftermath of that, individuals, the county, the federal government, they're all suing the company to try to recoup their losses. And a lot of survivors I spoke with are completely depending on a prospective settlement to finance the rebuild of their homes. So SoCal Edison, very leery of all of this litigation, is voluntarily offering survivors a quicker payout in exchange for giving up their right to sue. The Los Angeles fires prompted California to replenish this fund that it has to help utilities pay wildfire claims that would otherwise be ruinous. And for this fund right now, ratepayers and shareholders will foot the bill.
Jason Palmer
Based on what you've seen a year after these fires, what do you see for the year ahead?
Erin Braun
I mean, optimistically, I think there will be a lot more construction. I actually asked Audra and Damon Blunt this question. I spoke with them in front of their house. They were having a hard time. It was the first time in 26 years they haven't been in their home for the holidays. And they are really hoping that by next Christmas they'll be back in their house in Altadena.
Jason Palmer
Erin, thanks as ever for your time.
Erin Braun
Thank you, Jason.
Alexandra Sewich Bass
Boost Mobile is now sending experts nationwide to deliver and set up customers new phones.
Rosie Blore
Wait, we're going on tour?
Alexandra Sewich Bass
We're delivering and setting up customers phones. It's not a tour, not with that attitude. Introducing store to door switch and get.
Erin Braun
A new device with expert setup and.
Alexandra Sewich Bass
Delivery Delivery available for select devices purchased@boostmobile.com.
Audra Blunt
How do you turn a bold dream into a disruptive reality? Hear straight from the leaders across tech, healthcare and life sciences who are shaking up the status quo right now. We're diving into their innovation stories and lessons learned. This is From Dreamers to Disruptors, a podcast by Medidata. Search From Dreamers to Disruptors Wherever you get your podcasts and subscribe.
Rosie Blore
With any technological development, the question is always what impact it will have on our daily lives. Take artificial intelligence. Some of us have already used it to make small tasks more efficient, to improve our university essays, or help us find a cafe on holiday. But what's it doing to our careers?
Henry Tricks
There has been a lot of debate over what effect artificial intelligence will have on human jobs, and there are clearly widespread fears of job losses.
Rosie Blore
Henry Tricks is our US Technology editor.
Henry Tricks
But as with most technologies, there will be winners and losers. Tech is already creating demand for new roles.
Rosie Blore
So what sorts of roles are we talking about?
Henry Tricks
The main role to start off with is the training of agents to do human like workflows. But you also need people to embed agents into organizations and to make sure that they behave. These are jobs that sound like they're for engineers, AI developers, and maths wizards. But what's really interesting about them is that many of them require uniquely human skills as well, such as a grasp of psychology and ethics.
Rosie Blore
Okay, so before we get to the jobs, just boil it down for me. What really is an AI agent?
Henry Tricks
So an AI agent is part of a large language model built to be able to do tasks that humans do. That means that it could fill in forms on your behalf, it could do customer service instead of human. It could work alongside a human resources manager to help deal with payroll and HR aspects.
Rosie Blore
So it's replacing tasks that humans do at the moment. And yet you say it needs humans to be involved in its training?
Henry Tricks
Yeah, that's right. The first kind of job that is helping AI researchers train models and train agents is what are called data annotators. And these were the backbone of the early AI industry. They were often gig workers in low income economies that were paid to lower look at data, for example, to look at a picture of a giraffe, or look at an image by a roadside and link those to a particular image online so that the AI would know that a giraffe looks like a giraffe or a road sign looks like a road sign. Now the need to create agents is leading to the hiring of specialists in particular fields. They may be specialists in medicine or specialists in finance, and their job is really to help train an agent to do a particular workflow.
Rosie Blore
But presumably there are other sorts of jobs involved here too.
Henry Tricks
Yeah, once you have the model trained, what you really want to do is embed it in the organization. So the job that is fast becoming pretty popular and very highly paid is the job of forward deployed engineers. They work as kind of a developer, a consultant, and they customize AI tools for the client to get them up and running.
Rosie Blore
They really need to come up with a better job title though, don't they?
Henry Tricks
They do. Well, if you don't like that job title, what about this one, the AI risk and governance specialist. This actually bizarrely is the fastest growing IT job in the rich world, according to a research group led by Cisco. And actually there's even more demand for these specialists than there are for a programmers. And the reason why this job is particularly important is because the AI agents tend to go off the rails. And their job is basically to ensure that the bots don't leak data or cause a company's operations to crash.
Rosie Blore
Are these really new roles or can workers actually be trained from their current roles?
Henry Tricks
What you're seeing so far is workers are being widely retrained in order to develop these kind of skills. There is, however, one job that is widely advertised, the job of chief AI officer, who is responsible for bringing all these agents together and making them effective within the workplace. And it's a complicated job. Typically a large company uses up to 11 generative AI models, according to tech firm IBM. And each firm is constantly being bombarded by vendors selling agents and there are dozens of different types of agents that they might be selling. So the idea of harnessing these agents, you need to basically stop them trampling over the company and over the company's reputation.
Rosie Blore
So why is human involvement so important to developing artificial intelligence?
Henry Tricks
Agents, AIs, at least for the time being, will work alongside humans. So you need to be able to understand the human context within which the AI operates. If you think of Waymo, the self driving robo taxi company, it pretty much operates as an agent driving you from one place to the next. And if everything works smoothly, that's fine. But what if things don't work smoothly? Then you may find yourself in a crash or in a situation where you're locked into the car and you can't get out. So what you need is an operator who is human, who understands not only the technical problems there, but also how to handle the frazzled customer and potentially disaster situations. You need to have a bedside manner as well as the ability to understand what the technology is doing and where it's going wrong.
Rosie Blore
Now, Henry, as well as hearing about AI endlessly, we're also talking a lot about AI bubbles. And I'm interested. If this is a bubble, it bursts. What happens to these jobs?
Henry Tricks
Even if the AI bubble bursts, there will still be AI. Just as the Internet survived the dot com crash. You could argue that the biggest risk to these jobs is not so much the bubble, but it's AI itself. Once the AI has learned from these humans, it could end up replacing them. But for now, we're not close to that stage. It is very complex to embed AI agents into companies. It's difficult to train them on a company's private data. Large language models still do not create flawless responses to questions, and it's vital to keep humans in the loop, checking the agent's homework if you like. It's those shortcomings which partly explain why there is this talk of a bubble at all. At the moment, AI is not yet widely enough used to generate the sort of revenue to pay for all the money that's invested in it. So it may be that there is a bubble, but I think AI and AI related jobs will be here for a while, as long as we can find some more attractive names for them.
Rosie Blore
Henry, thank you very much.
Henry Tricks
Great talking to you, Rosie.
Alexandra Sewich Bass
Ernest Hemingway, who was of course a famously heavy drinker, is supposed to have said his only regret in life was that he didn't drink more wine.
Rosie Blore
Alexandra Sewich Bass is our culture editor.
Alexandra Sewich Bass
Unfortunately, fewer and fewer people feel that way. This year, the world is going to wake up to the fact that humanity has hit peak wine consumption. The volume of wine sold in major markets in 2024 fell nearly 10% from its height in 2014. Both global volume and the value of wine sold is going to fall in 2026. Wine sales have always been cyclical. They've declined in difficult economic times. But for the first time in modern history, wine is experiencing a secular decline. People are just drinking less of it.
Rosie Blore
Alexandra, isn't this move away from the heavy drinking days of Hemingway something that's happening with all alcohol, not just wine?
Alexandra Sewich Bass
It's true. This is not unique to wine. We're seeing people drink less and less often. But wine is especially vulnerable because it used to be a beverage that people drank frequently. And so the mass market sort that's been especially hard hit because people are drinking less often. And it's vulnerable to substitution from alternatives like cocktails in the can and ready to drink seltzers. And those boast lower alcohol levels. So when people drink, they're becoming more concerned about the health consequences, so they're opting for lower alcohol alternatives instead of wine.
Rosie Blore
Okay, so health consciousness is one thing, but what else is driving this trend?
Alexandra Sewich Bass
It's a complex thing that's happening, but you can put the explanations into two different buckets. Demographics and culture. So the big markets, Western Europe, America, that have historically had a lot of wine drinkers, we're seeing populations slow. The high growth countries where we're seeing populations rise are often Muslim countries where, surprise, surprise, there aren't a lot of new wine drinkers. You can also look at baby boomers who are aging out. They've acquired huge wine collections over the last few decades. They are slowing down not only their consumption, but their acquisitions. A very funny analyst mentioned that they're going to the tasting room in the sky. And so as baby boomers die off, the younger generations are not coming forward to collect in the same way that they were and also drink as frequently. Culturally, for youngsters, wine drinking is not as prominent as it was for older consumers. So that brings us to culture. And wine's place has really changed among all ages. People are forsaking drinking altogether, sometimes opting for microdosing magic mushrooms. There's the trend of what people call California sober. So taking drugs instead of drinking. You see wearable watches that have really alerted people to the impact of sleep when they drink wine or other alcohol. And so people have become much more dogmatic about not drinking more days a week. And wine veterans worry a lot as people take Ozempic and other drugs. What's likely to happen to wine consumption? Because people want to eat less, but they also want to drink less. So that will of course affect spirits, but it will also affect how often people drink wine potentially.
Rosie Blore
So where does all that leave the wine industry?
Alexandra Sewich Bass
In a place of Great Depression? You could say that people are drinking away their sorrows as they look at the future. There are a few things to look out for in the year 2026. People should watch what's likely to happen in the wine world. With businesses, you could see even more consolidation. Wine and spirit businesses trading hands. People are looking at Louis Vuitton Moet Hennessy to try and understand what's likely to happen with their business. And some think that it could be spun out or SOL in the coming year, you're seeing vineyards be replaced by other agricultural products. And then watch Bourdieu this year it's the largest producer of fine wine in the world and often seen as a litmus test for the wider industry for demand and pricing. It's of course not all bad news. So there's a big difference between the mass market lower price point wine and the higher price point wine that people would indulge in, collect and enjoy. For special occasions, I spoke with the editor in chief of the Wine Advocate who compared fine wine to Swiss watches. So it's true that with technology people are not buying the digital sort of watch, but Swiss watches are still doing extremely well because people want that status symbol. He suggests that the same thing will be true for the best wines in the world. And of course, if you are a wine enthusiast, you're likely to have more favorable pricing as fewer buyers are coming forward. We see a lot of deals on fine wines and so that is certainly something to toast to.
Rosie Blore
And Alexandra, are you still a wine drinker?
Alexandra Sewich Bass
I am an unapologetic wine and champagne drinker, so I have a lot to look forward to in the year ahead.
Rosie Blore
Well, if it wasn't 10am I would toast you with a glass of wine myself. Thank you so much, Alexandra.
Alexandra Sewich Bass
Thank you so much, Rezy.
Rosie Blore
That piece was reported as part of our World Ahead series, which also includes an optimistic look at America's 250th birthday and how weight loss drugs are set to go Global in 2026. You can find those articles and more on economist.com by searching world Ahead.
Jason Palmer
That's all for this episode of the Intelligence. We'll see you back here tomorrow.
Date: January 7, 2026
Host(s): Rosie Blore, Jason Palmer
Key Correspondents: Erin Braun (West Coast), Henry Tricks (US Technology Editor), Alexandra Sewich Bass (Culture Editor)
This episode of The Intelligence reflects on the aftermath of the devastating 2025 Los Angeles wildfires, examining how communities are recovering a year later. The team explores the complicated intersection of climate risk, insurance, and utility responsibility, while also considering the broader implications for California and comparable regions. The episode further delves into how AI will impact future job markets, and trends signaling the peak (and possibly decline) of global wine consumption.
Featured: Erin Braun, Damon & Audra Blunt
[01:42–10:15]
“I laid down to take a nap, and the next thing I know, he woke me up and he said, we have to leave and we have to leave now. And that was around that 3am exactly.”
(Damon Blunt, 01:42)
“We had everything landscaped. We had, like, the lighting done. I mean, it was, it was truly our, our little piece of, of heaven, my sanctuary.”
(Damon Blunt, 02:30)
“You’re happy for the neighbors that their stuff is going up, but… you keep asking yourself, you know, how much more red tape do I have to go through? How many more times do I have to talk to the insurance company?”
(Audra Blunt, 02:51)
“It can take years or even decades for a city to fully recover from fires like this.”
(Erin Braun, 03:14)
“Altadena is not for sale.” (a slogan seen on local yard signs, 06:29)
“A lot of survivors I spoke with are completely depending on a prospective settlement to finance the rebuild of their homes.”
(Erin Braun, 08:22)
“It was the first time in 26 years they haven’t been in their home for the holidays…they are really hoping that by next Christmas they’ll be back in their house.”
(Erin Braun, 09:53)
Featured: Henry Tricks, Rosie Blore
[11:06–18:53]
“As with most technologies, there will be winners and losers. Tech is already creating demand for new roles.”
(Henry Tricks, 11:41)
Data Annotators: Once gig-workers, now more specialist roles (medicine, finance) to help train AI for specific workflows
Forward Deployed Engineers: Customizing and embedding AI tools for client organizations (highly paid but little-known)
AI Risk & Governance Specialists: Fastest growing IT job in developed countries—ensure bots operate safely and ethically
“Their job is basically to ensure that the bots don’t leak data or cause a company’s operations to crash.”
(Henry Tricks, 15:00)
Chief AI Officer: Leadership role, oversees multiple AI models and vendor relationships; wrangling complexity
“The idea of harnessing these agents, you need to basically stop them trampling over the company and over the company’s reputation.”
(Henry Tricks, 15:49)
“You need to have a bedside manner as well as the ability to understand what the technology is doing and where it’s going wrong.”
(Henry Tricks, 17:13)
“It’s vital to keep humans in the loop, checking the agent’s homework if you like.”
(Henry Tricks, 17:51)
Featured: Alexandra Sewich Bass, Rosie Blore
[19:13–24:42]
“For the first time in modern history, wine is experiencing a secular decline. People are just drinking less of it.”
(Alexandra Sewich Bass, 19:24)
“A very funny analyst mentioned that they’re going to the tasting room in the sky.”
(Alexandra Sewich Bass, 21:20)
“Fine wine…likened to Swiss watches…People want that status symbol.”
(Alexandra Sewich Bass, 23:46)
This episode offers a sobering look at the long-term consequences of natural disasters—not just in terms of loss, but also the complex economic, legal, and social webs that survivors must navigate. It highlights how systemic challenges in insurance and corporate accountability shape recovery, while broader discussions remind listeners that technology and culture continue to reshape our livelihoods and lifestyles. The reflections on AI and wine consumption show that "after the fire"—sometimes quite literally—change can come in unexpected ways, challenging familiar narratives about jobs, community, and consumption.