Business
Column: Molly White's message for journalists going freelance — be ready for the pitfalls
Molly White is the model of an indefatigable and intrepid journalist. Through her website Web3 is Going Just Great and newsletter Citation Needed, she keeps tabs on the hacks, scams, failures, hype and assorted legal difficulties swirling about the cryptocurrency world.
She’s also independent, which means she’s unprotected by the fortification of lawyers and resources erected by the owners of newspapers such as The Times to fend off legal threats, frivolous and otherwise, that are part of the arsenal of people and firms we write about.
So she has some advice for journalists tempted by the burden of having bosses to “just go independent,” enticed, say, by the siren call of freelancing: “Just do a substack! It’s the future of journalism.”
I am the legal team. I am the fact-checking department. I am the editorial staff. I am the one responsible for triple-checking every single statement I make in the type of original reporting that I know carries a serious risk of baseless but ruinously expensive litigation regularly used to silence journalists, critics, and whistleblowers.
— Molly White
White’s warning is, in a nutshell: “It’s not for everyone.”
Anyone who follows crypto scams is familiar with White’s work. A software engineer by training, she is a longtime Wikipedia editor who got interested in the dark underbelly of crypto when she tried to write a Wikipedia article about it.
She doesn’t find much if anything to like about the field, which she sees as a hive of people aiming to take advantage of the innocent and unwary — the facetious subtitle of her Web3 website calls it “definitely not an enormous grift that’s pouring lighter fluid on our already smoldering planet.”
But she does it all by herself.
“As an independent writer and publisher,” White wrote recently, “I am the legal team. I am the fact-checking department. I am the editorial staff. I am the one responsible for triple-checking every single statement I make in the type of original reporting that I know carries a serious risk of baseless but ruinously expensive litigation regularly used to silence journalists, critics, and whistleblowers…. I am the one who ultimately could be financially ruined by such a lawsuit. I am the one in charge of weighing whether I should spring for the type of insurance that is standard fare for big outlets to protect themselves and their staff, but often prohibitively expensive for independent writers.”
In recent weeks, White has had to fend off a couple of fatuous legal threats stemming from her work — one from a putative lawyer demanding that she take down a post for infringing a copyright under the Digital Millennium Copyright Act (it wasn’t an infringement), and some sinister legalistic-sounding noise from the crypto platform Coinbase. We’ll return to both in a moment.
Experts in the potholes and pitfalls facing writers — especially investigation-minded or merely activist journalists — say they’ve received a rising number of inquiries from those considering launching a freelance career. Lloyd Jassin, a New York lawyer specializing in publishing law — including copyright and libel law, among other issues important to independent writers — says he’s referred several clients to brokers who represent insurance firms for writers in the last few months.
Curiosity about the freelance life is rising for several reasons. Mass layoffs in the media industry have put thousands of journalists on the street, forcing them to ponder new ways to exercise their professional skills.
Substack and other such platforms purport to offer writers a way to acquire followers of their own, building their personal brands. And the performance of established news media in the recent election, including the decision of the owners of The Times and the Washington Post not to endorse a presidential candidate, may have inspired established staffers to consider an exit from corporate media.
Independent writers’ works are protected, if theoretically, by U.S. libel laws, which discourage defamation lawsuits by public figures, and by so-called SLAPP laws, which discourage “strategic lawsuits against public participation” — that is, lawsuits designed chiefly to intimidate or silence critics. But exercising one’s rights under those laws can require hiring a lawyer, sometimes at considerable expense. Plaintiffs deemed to have filed a SLAPP lawsuit can be required to cover the defendant’s legal costs, but that would happen only after motions in court.
White is no stranger to efforts to intimidate her. The most concentrated pushback she has received recently has come from Coinbase. The crypto platform is irked at White’s reporting that it may have violated federal law by making political contributions while negotiating for and subsequently holding a federal contract.
In conjunction with the watchdog group Public Citizen, White filed a formal complaint against Coinbase with the Federal Election Commission on Aug. 1. In her reporting, White has shown that some of its contributions to the crypto industry super PAC Fairshake were made within the period in which political contributions are barred, which extends from the start of a contributor’s contract negotiations through the completion of the contract. The U.S. Marshals Service awarded Coinbase the $7-million, one-year contract to help manage the government’s hoard of seized crypto assets in July.
Coinbase hasn’t responded directly to White. Its response to the accusation has come through a series of tweets by its chief legal officer, Paul Grewal.
The gist of Grewal’s argument is that the funding for Coinbase’s contract comes from seized crypto assets in the Justice Department’s Assets Forfeiture Fund, not from congressional appropriations. Therefore, he contends, Coinbase didn’t violate the law prohibiting political contributions by contractors paid from “funds appropriated by the Congress.”
“Seized crypto assets are not Congressionally appropriated funds, period,” Grewal wrote.
As it happens, the legal question is far from being so cut and dried. In fact, the definition of “appropriated” was settled conclusively by the Supreme Court, in a 7-2 decision handed down in May and written by Justice Clarence Thomas. The only dissenters were justices Samuel A. Alito Jr. and Neil M. Gorsuch.
In that case, the justices turned away a challenge to the funding of the Consumer Financial Protection Bureau, which derives from the Federal Reserve System. (The plaintiffs made an elaborately legalistic argument that such funding violates the “appropriations clause” of the Constitution and therefore the CFPB is unconstitutional.)
Thomas wrote that the plaintiffs had offered “no defensible argument” that the appropriations clause requires more than a congressional law authorizing “the disbursement of specified funds for identified purposes,” as was the funding for the CFPB.
By extension, so is the funding for the Coinbase contract. Indeed, the Congressional Research Service, in a close examination of the Assets Forfeiture Fund in 2015, found that for most purposes, the fund was the beneficiary of “a permanent appropriation” by Congress.
Grewal went further. Noting that he had placed his interpretation of the law on the record, he wrote that “repeating misrepresentations of facts after previously being put on notice is …. unwise.”
That sinister ellipsis is Grewal’s.
Grewal told me by email that no legal threat was implied by his tweet, and that Coinbase “certainly would make plain if it were our intent” to progress to a lawsuit.
Still, White interpreted Grewal’s tweet as “certainly a threat of something. I don’t think Coinbase is going to come and break my kneecaps, so a legal threat is the most obvious interpretation. It seems like a pretty clear threat to stop writing about this, or else.”
Public Citizen is sanguine about Coinbase’s swaggering. “Whenever corporate misconduct is pointed out, they always say ‘We didn’t really break the law, or the law doesn’t apply to us the way you think it does,’” says Rick Claypool, a research director at Public Citizen who co-filed the complaint with White. “It would be surprising if they said, ‘Oh, yeah, you’re right, whoops.’ Going up against a Goliath, they have a lot of strength to squish the Davids coming after them.”
Separately, White fielded a “takedown” notice from supposed representatives of Roman Ziemian, a co-founder of the alleged crypto pyramid scheme FutureNet. In an Aug. 19 post on Web3 is Going Just Great, White posted news reports that Ziemian had been arrested in Montenegro, and that he faces international warrants from authorities in Poland and South Korea.
The representatives tried to bribe her $500 to take down the post. When she refused, they copied the post to a blogging website, backdated it, and then claimed she had plagiarized it in an example of copyright infringement. She posted the notice, which came from a purported lawyer named Michael Woods with a Los Angeles address that doesn’t exist in Postal Service records. He didn’t respond to a message I left at the telephone number he listed.
How can independent journalists keep intimidation efforts like these at arm’s length? The goal of those threatening legal action, no matter how frivolous, is “to suppress criticism,” Jassin says. “Being a good journalist is the first defense,” he adds, so getting the facts right is indispensable.
White doesn’t keep a lawyer on retainer, but she knows lawyers who are “willing to glance at something I’ve received in my email inbox and reach out to offer support should one of those threats escalate into something more tangible” — which hasn’t yet happened.
“In a perfect world, reporting the facts would be enough to avoid frivolous lawsuits,” she told me. “But obviously, companies and people with resources are willing to file frivolous lawsuits regardless. That is a risk I take on, with hopes that being cautious and being very careful about fact-checking will at least stave off the worst.”
She advises journalists thinking about going independent to “think through if it would be life-altering to be on the risky end of an actual lawsuit.” There are ways, she notes, to “structure your business so you’re not risking your personal assets,” including finding insurance to cover one’s legal defense.
“Legal threats are only one component” of life as a freelancer. “There are a lot of other challenges — you don’t have employer-sponsored healthcare, or a 401k. A lot of readers think it’s an easy decision to quit a job and go independent. But despite all the challenges, I really love being independent.”
Business
Elon Musk company bot apologizes for sharing sexualized images of children
Grok, the chatbot of Elon Musk’s artificial intelligence company xAI, published sexualized images of children as its guardrails seem to have failed when it was prompted with vile user requests.
Users used prompts such as “put her in a bikini” under pictures of real people on X to get Grok to generate nonconsensual images of them in inappropriate attire. The morphed images created on Grok’s account are posted publicly on X, Musk’s social media platform.
The AI complied with requests to morph images of minors even though that is a violation of its own acceptable use policy.
“There are isolated cases where users prompted for and received AI images depicting minors in minimal clothing, like the example you referenced,” Grok responded to a user on X. “xAI has safeguards, but improvements are ongoing to block such requests entirely.”
xAI did not immediately respond to a request for comment.
Its chatbot posted an apology.
“I deeply regret an incident on Dec 28, 2025, where I generated and shared an AI image of two young girls (estimated ages 12-16) in sexualized attire based on a user’s prompt,” said a post on Grok’s profile. “This violated ethical standards and potentially US laws on CSAM. It was a failure in safeguards, and I’m sorry for any harm caused. xAI is reviewing to prevent future issues.”
The government of India notified X that it risked losing legal immunity if the company did not submit a report within 72 hours on the actions taken to stop the generation and distribution of obscene, nonconsensual images targeting women.
Critics have accused xAI of allowing AI-enabled harassment, and were shocked and angered by the existence of a feature for seamless AI manipulation and undressing requests.
“How is this not illegal?” journalist Samantha Smith posted on X, decrying the creation of her own nonconsensual sexualized photo.
Musk’s xAI has positioned Grok as an “anti-woke” chatbot that is programmed to be more open and edgy than competing chatbots such as ChatGPT.
In May, Grok posted about “white genocide,” repeating conspiracy theories of Black South Africans persecuting the white minority, in response to an unrelated question.
In June, the company apologized when Grok posted a series of antisemitic remarks praising Adolf Hitler.
Companies such as Google and OpenAI, which also operate AI image generators, have much more restrictive guidelines around content.
The proliferation of nonconsensual deepfake imagery has coincided with broad AI adoption, with a 400% increase in AI child sexual abuse imagery in the first half of 2025, according to Internet Watch Foundation.
xAI introduced “Spicy Mode” in its image and video generation tool in August for verified adult subscribers to create sensual content.
Some adult-content creators on X prompted Grok to generate sexualized images to market themselves, kickstarting an internet trend a few days ago, according to Copyleaks, an AI text and image detection company.
The testing of the limits of Grok devolved into a free-for-all as users asked it to create sexualized images of celebrities and others.
xAI is reportedly valued at more than $200 billion, and has been investing billions of dollars to build the largest data center in the world to power its AI applications.
However, Grok’s capabilities still lag competing AI models such as ChatGPT, Claude and Gemini, that have amassed more users, while Grok has turned to sexual AI companions and risque chats to boost growth.
Business
A tale of two Ralphs — Lauren and the supermarket — shows the reality of a K-shaped economy
John and Theresa Anderson meandered through the sprawling Ralph Lauren clothing store on Rodeo Drive, shopping for holiday gifts.
They emerged carrying boxy blue bags. John scored quarter-zip sweaters for himself and his father-in-law, and his wife splurged on a tweed jacket for Christmas Day.
“I’m going for quality over quantity this year,” said John, an apparel company executive and Palos Verdes Estates resident.
They strolled through the world-famous Beverly Hills shopping mecca, where there was little evidence of any big sales.
John Anderson holds his shopping bags from Ralph Lauren and Gucci at Rodeo Drive.
(Juliana Yamada / Los Angeles Times)
One mile away, shoppers at a Ralphs grocery store in West Hollywood were hunting for bargains. The chain’s website has been advertising discounts on a wide variety of products, including wine and wrapping paper.
Massi Gharibian was there looking for cream cheese and ways to save money.
“I’m buying less this year,” she said. “Everything is expensive.”
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The tale of two Ralphs shows how Americans are experiencing radically different realities this holiday season. It represents the country’s K-shaped economy — the growing divide between those who are affluent and those trying to stretch their budgets.
Some Los Angeles residents are tightening their belts and prioritizing necessities such as groceries. Others are frequenting pricey stores such as Ralph Lauren, where doormen hand out hot chocolate and a cashmere-silk necktie sells for $250.
People shop at Ralphs in West Hollywood.
(Juliana Yamada / Los Angeles Times)
In the K-shaped economy, high-income households sit on the upward arm of the “K,” benefiting from rising pay as well as the value of their stock and property holdings. At the same time, lower-income families occupy the downward stroke, squeezed by inflation and lackluster income gains.
The model captures the country’s contradictions. Growth looks healthy on paper, yet hiring has slowed and unemployment is edging higher. Investment is booming in artificial intelligence data centers, while factories cut jobs and home sales stall.
The divide is most visible in affordability. Inflation remains a far heavier burden for households lower on the income distribution, a frustration that has spilled into politics. Voters are angry about expensive rents, groceries and imported goods.
“People in lower incomes are becoming more and more conservative in their spending patterns, and people in the upper incomes are actually driving spending and spending more,” said Kevin Klowden, an executive director at the Milken Institute, an economic think tank.
“Inflationary pressures have been much higher on lower- and middle-income people, and that has been adding up,” he said.
According to a Bank of America report released this month, higher-income employees saw their after-tax wages grow 4% from last year, while lower-income groups saw a jump of just 1.4%. Higher-income households also increased their spending year over year by 2.6%, while lower-income groups increased spending by 0.6%.
The executives at the companies behind the two Ralphs say they are seeing the trend nationwide.
Ralph Lauren reported better-than-expected quarterly sales last month and raised its forecasts, while Kroger, the grocery giant that owns Ralphs and Food 4 Less, said it sometimes struggles to attract cash-strapped customers.
“We’re seeing a split across income groups,” interim Kroger Chief Executive Ron Sargent said on a company earnings call early this month. “Middle-income customers are feeling increased pressure. They’re making smaller, more frequent trips to manage budgets, and they’re cutting back on discretionary purchases.”
People leave Ralphs with their groceries in West Hollywood.
(Juliana Yamada / Los Angeles Times)
Kroger lowered the top end of its full-year sales forecast after reporting mixed third-quarter earnings this month.
On a Ralph Lauren earnings call last month, CEO Patrice Louvet said its brand has benefited from targeting wealthy customers and avoiding discounts.
“Demand remains healthy, and our core consumer is resilient,” Louvet said, “especially as we continue … to shift our recruiting towards more full-price, less price-sensitive, higher-basket-size new customers.”
Investors have noticed the split as well.
The stock charts of the companies behind the two Ralphs also resemble a K. Shares of Ralph Lauren have jumped 37% in the last six months, while Kroger shares have fallen 13%.
To attract increasingly discerning consumers, Kroger has offered a precooked holiday meal for eight of turkey or ham, stuffing, green bean casserole, sweet potatoes, mashed potatoes, cranberry and gravy for about $11 a person.
“Stretch your holiday dollars!” said the company’s weekly newspaper advertisement.
Signs advertising low prices are posted at Ralphs.
(Juliana Yamada / Los Angeles Times)
In the Ralph Lauren on Rodeo Drive, sunglasses and polo shirts were displayed without discounts. Twinkling lights adorned trees in the store’s entryway and employees offered shoppers free cookies for the holidays.
Ralph Lauren and other luxury stores are taking the opposite approach to retailers selling basics to the middle class.
They are boosting profits from sales of full-priced items. Stores that cater to high-end customers don’t offer promotions as frequently, Klowden of the Milken Institute said.
“When the luxury stores are having sales, that’s usually a larger structural symptom of how they’re doing,” he said. “They don’t need to be having sales right now.”
Jerry Nickelsburg, faculty director of the UCLA Anderson Forecast, said upper-income earners are less affected by inflation that has driven up the price of everyday goods, and are less likely to hunt for bargains.
“The low end of the income distribution is being squeezed by inflation and is consuming less,” he said. “The upper end of the income distribution has increasing wealth and increasing income, and so they are less affected, if affected at all.”
The Andersons on Rodeo Drive also picked up presents at Gucci and Dior.
“We’re spending around the same as last year,” John Anderson said.
At Ralphs, Beverly Grove resident Mel, who didn’t want to share her last name, said the grocery store needs to go further for its consumers.
“I am 100% trying to spend less this year,” she said.
Business
Instacart ends AI pricing test that charged shoppers different prices for the same items
Instacart will stop using artificial intelligence to experiment with product pricing after a report showed that customers on the platform were paying different prices for the same items.
The report, published this month by Consumer Reports and Groundwork Collaborative, found that Instacart sometimes offered as many as five different prices for the same item at the same store and on the same day.
In a blog post Monday, Instacart said it was ending the practice effective immediately.
“We understand that the tests we ran with a small number of retail partners that resulted in different prices for the same item at the same store missed the mark for some customers,” the company said. “At a time when families are working exceptionally hard to stretch every grocery dollar, those tests raised concerns.”
Shoppers purchasing the same items from the same store on the same day will now see identical prices, the blog post said.
Instacart’s retail partners will still set product prices and may charge different prices across stores.
The report, which followed more than 400 shoppers in four cities, found that the average difference between the highest and lowest prices for the same item was 13%. Some participants in the study saw prices that were 23% higher than those offered to other shoppers.
At a Safeway supermarket in Washington, D.C., a dozen Lucerne eggs sold for $3.99, $4.28, $4.59, $4.69 and $4.79 on Instacart, depending on the shopper, the study showed.
At a Safeway in Seattle, a box of 10 Clif Chocolate Chip Energy bars sold for $19.43, $19.99 and $21.99 on Instacart.
The study found that an individual shopper on Instacart could theoretically spend up to $1,200 more on groceries in one year if they had to deal with the price differences observed in the pricing experiments.
The price experimentation was part of a program that Instacart advertised to retailers as a way to maximize revenue.
Instacart probably began adjusting prices in 2022, when the platform acquired the artificial intelligence company Eversight, whose software powers the experiments.
Instacart claimed that the Eversight experimentation would be negligible to consumers but could increase store revenue by up to 3%.
“Advances in AI enable experiments to be automatically designed, deployed, and evaluated, making it possible to rapidly test and analyze millions of price permutations across your physical and digital store network,” Instacart marketing materials said online.
The company said the price chranges were not dynamic pricing, the practice used by airlines and ride-hailing services to charge more when demand surges.
The price changes also were not based on shoppers’ personal information such as income, the company said.
“American grocery shoppers aren’t guinea pigs, and they should be able to expect a fair price when they’re shopping,” Lindsey Owens, executive director of Groundwork Collaborative, said in an interview this month.
Shares of Instacart fell 2% on Monday, closing at $45.02.
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