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AI slop recipes are taking over the internet — and Thanksgiving dinner

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Eb Gargano has been writing recipes online long enough to anticipate the seasonal rhythms of her web traffic. The Easy Peasy Foodie creator can predict when US readers begin searching for her stress-free turkey instructions, or when her Christmas cake will start its annual climb up Google search results.

This year, those familiar patterns are breaking. Instead of sending home cooks to her decade-old, well-tested recipes, Google increasingly inserts AI-generated summaries stitched together from bits of her work and others’ that often get the basics wrong. An AI-assembled version of Gargano’s Christmas cake, for instance, would have people cooking a 6-inch cake for 3 to 4 hours at 320°F (160°C).

“You’d end up with charcoal!” she said. Meanwhile, traffic to her turkey recipe is already down 40% year over year.

Recipe bloggers like Gargano said it’s the first holiday season where consumers are starting to trust AI answers in search and chatbots, as well as recipe content remixed by AI, which can be hard to distinguish from the real thing. That’s not just bad for business; it’s potentially ruinous for a holiday dinner table if home cooks, inspired by pretty AI-generated photos, try recipes that turn out unappetizing or that defy the laws of chemistry.  In interviews, 22 independent food creators said that AI-generated “recipe slop” is distorting nearly every way people find cooking advice online, damaging their businesses while causing consumers to waste time and money.

Across the internet, writers say their vetted recipes are hidden by the flood. Pinterest feeds are stuffed with AI-generated images of food that the attached instructions won’t achieve; Google’s AI Overviews surface error-filled cooking steps that siphon away clicks from professionals. Meanwhile, Facebook content farms use AI-generated images of supposedly delicious but impossible dishes to the top of people’s feeds, in an attempt to turn any clicks into ad revenue.

All of this, food bloggers say, erodes the simple promise of a recipe: that someone has actually cooked it before you have. To Gargano, this is the core issue. “No matter how clever the AI is,” she said in a recent interview, “it can never actually test a recipe in a real kitchen and see how it works.”

Food blog traffic can vary wildly by niche, platform, audience and even season. But AI slop is everywhere. Yvette Marquez-Sharpnack, the 15-year author of the Mexican food blog Muy Bueno, recently warned her more than 190,000 Facebook followers. Earlier this month, she posted two AI-generated tamale photos: one with sauce poured over the husks, and another showing tamales lying flat in a steamer. Both, she wrote, were obvious mistakes.

The husks aren’t meant to be eaten; you remove them before adding sauce. And tamales should steam upright so the masa cooks evenly. “Little details like this are big red flags,” she told readers. “When you search for recipes, make sure they come from trusted human cooks who actually test their food.”

The issue hit home last Christmas when her husband wanted to try a recipe on Facebook for maraschino cherry chocolate chip cookies — from a post that didn’t seem to have a human author or source. Marquez-Sharpnack said she was suspicious of the photos, in which the cookies were a little too perfectly pink. But her husband trusted the post because “it was on Facebook.” The result was a melted sheet of dough with a cloyingly sweet flavor. “A disaster,” she said.

Meanwhile, Marquez-Sharpnack has seen her own photos reused without permission on Facebook, Pinterest, and even Etsy, where one seller included her recipes in a digital cookbook. With most of her traffic still coming from Google, she now urges readers to verify what they click: check URLs, look for real “about” pages, and be wary of impossible or overly glossy images.

Etsy  Inc. and Facebook owner Meta Platforms Inc. didn’t respond to requests for comment. Pinterest Inc.  said creators’ traffic can fluctuate for many reasons and emphasized that its generative-AI tools are meant to supplement, not replace, human creativity.

In a statement, Google said that “AI Overviews are often a helpful starting point to learn about a dish, but we see that people still want to go and read original recipes from creators. We’re focused on making it easy for people to discover and visit useful sites that have a good user experience.”

For Carrie Forrest, who runs Clean Eating Kitchen, AI has been devastating: 80% of her traffic — and her revenue — has disappeared in two years. Although the views started dropping when OpenAI’s ChatGPT was released, it wasn’t until Google launched AI Mode in search that her traffic collapsed, she said. Since then, she’s gone from employing about ten people to letting everyone go. “I’m going to have to find something else to do.”

This holiday season is on track to be Forrest’s slowest in years. She fears that if more content creators give up, the AI won’t have new content to draw from, except content generated by AI. It may get to a point where “AI is just talking to itself,” and home cooks are gambling with the results, she said. 

Internet users may be drawn to easy, quick AI answers as an alternative to web pages in part because food bloggers often include personal essays — sometimes running to many paragraphs — on their pages, meaning readers must scroll before reaching a recipe at the bottom. That’s a phenomenon that also came about because of Google: longer content historically allowed higher ranking in search results and more space for ads.

The food bloggers said Google still delivers the bulk of their traffic, but the once-steady source now comes with unpredictable fluctuations they struggle to understand or plan around. They’re also affecting how food knowledge moves around the internet at a basic level.

When searching on Google for Chinese cooking traditions, a casual cook may be satisfied by the AI Overview. But that may draw from The Woks of Life blog, a comprehensive English-language resource for Chinese cooking, according to Sarah Leung, one of its co-creators. Her family has spent years building out reference material on techniques, traditions and culture, she said. “AI summaries have almost completely overtaken results about various Chinese ingredients, many of which had no information online in English before individual creators like us wrote about them.”

The shift has her questioning whether it’s worth publishing new reference guides at all. “In all likelihood, no one will ever discover those pages,” she said.

Even their cooking videos — the main way the family teaches Chinese techniques — are often scraped and summarized by Google’s AI Overviews. In one instance, Google prominently credited their work, but Leung said the larger issue remains: “How many people will actually click through to watch?” For Leung, the rise of AI feels less like a new discovery tool and more like a force flattening the very sources it depends on, leaving the creators who built that knowledge increasingly invisible.

Often, the material in AI answers comes from more than one source at the same time, leading to issues with accuracy and attribution. Adam Gallagher, who has run Inspired Taste since 2009, calls them “Frankenstein AI recipes.” Google’s AI takes Inspired Taste’s ingredients and combines them with instructions from other popular food blogs, then presents the mash-up as the answer above his own link — even when people search for his brand by name. His internal data showed that when AI Overviews began showing for queries on cocktails from Inspired Taste, click-through rates to his site were down 30%.

In November, Google debuted an updated version of its artificial intelligence model that executives said represented a “massive jump” in reasoning and coding ability. The new model, Gemini 3, was immediately available across all of Google’s major products, including search, and could answer questions with interactive graphics.

But for Gallagher, the announcement set off alarm bells. After trying out the new Gemini 3-powered Google Search, he found that the interactive graphics output was actually “mashing together our photos along with other publishers’ in their plagiarized AI recipes.”

“With this development, we are now going to have to start to let our followers and readers know what is going on so that they don’t follow these Google recipes,”  Gallagher said.

Across the Atlantic, Marita Sinden, founder of MyDinner, has spent more than a decade sharing authentic German recipes with an international audience. Like other bloggers, she’s seen sharp declines in visibility: Google traffic down 30% this year, Pinterest down 50%. 

But in her view, one of the most dramatic shifts is happening on Facebook, where algorithmic ranking routinely pushes exciting AI-generated food images above posts from real cooks. Many of her followers are older, of the generation especially vulnerable to the images of impossible-looking dishes that spread on the platform. She’s even seen tutorial videos that advise specifically on how to target elderly Facebook users with AI images.

But even if Facebook users take the extra step to verify that the source of the information is real, they may find themselves on an AI-generated website. Some creators say AI systems are now being used to clone their library of work — lifting their photos, rewriting their recipes, and republishing the results as new “original” work. At least four bloggers told Bloomberg they’ve discovered AI-generated replicas of their recipes circulating under different domains, with the instructions lightly rephrased and the photos subtly altered by AI. Because the content isn’t an exact copy, traditional takedown tools like DMCA aren’t straightforward, leaving creators with almost no remedy even when the imitation is obvious.

That’s what happened to Bjork Ostrom, co-founder of the long-running food site Pinch of Yum. He recently discovered what appeared to be an AI-generated mirror of his entire website — a German-language version populated with AI-altered copies of his food photos and synthetic, subtly distorted images of his wife and young children. 

“It was unsettling,” he said, describing the shock of scrolling through uncanny photos of his family on a site he had no connection to. The site makes it seem like the content is coming from a human, even though the recipes can no longer be trusted. 

Sometimes, copied recipes can outperform the originals. Coley Gaffney, a professionally trained chef who runs the blog Coley Cooks, said Pinterest has become “notoriously filled with AI slop,” with searches for her most popular dishes now dominated by machine-generated copies. One AI-run site is now capturing  the top pin for a search that previously reliably sent readers to her — using a recipe that she wrote. 

For The Food Blog, run by Colleen Milne, there’s been an even more dramatic erosion of referral traffic. Pinterest had long been Milne’s second-largest traffic source after Google, accounting for about a quarter of her overall readers. But she said that figure has been cut by more than half over the past year, falling from roughly 25% to just 11%. Her Pinterest monthly views, once around 1.3 million, dropped to 419,000 and continue to decline. “I have seen several of my recipes and photos copied by AI on Pinterest,” she said. “Pinterest has a ‘report pin’ button, but there’s no option for reporting AI copying.” 

Pinterest’s own recommendation emails used to surface seasonal dishes from human creators, but now increasingly suggest AI-generated meals, according to Stacie Vaughan, who runs Simply Stacie, where she focuses on family-friendly meals. “It’s frustrating to see how much space this kind of content is taking up, especially during what used to be one of the busiest times of the year for food bloggers,” she said. 

Pinterest said its AI-driven recommendations help connect creators with audiences and make high-quality content more discoverable, including food content. The company added that it offers user controls and labels for generative AI content, uses new detection models to flag AI-generated images even without metadata, and enforces both its community guidelines and its generative AI acceptable use guidelines for all AI-created material on the platform.

After months of watching platforms shift under their feet, many bloggers say they’re entering the holiday season with a mix of anxiety and resignation. As Pinch of Yum’s Ostrom put it, “this inevitably is the most, I think, existential point for us as business owners who create content on the internet” — a change not just in where content appears, but “how the content is being created.” 



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As risk skyrockets, current and former CFOs are in demand for audit committees

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Good morning. As audit committees confront a rapidly expanding risk landscape, their role in corporate governance is being reshaped. Boards have often turned to current and former CFOs as independent directors, particularly for audit committees, because of their ability to translate complex operational and financial realities into effective oversight.

For example, this month, J. Michael Hansen, former EVP and CFO of Cintas Corporation, was appointed to the audit committee at Paychex. In July, Britt Vitalone, EVP and CFO of McKesson Corporation, was appointed to the audit committee of Align Technology’s board of directors. And in November, Catherine Birkett, CFO of GoCardless, was named chair of the audit and risk committee at Twinkl.

I attended the launch event of the Institute of Internal Auditors’ (IIA) Global Audit Committee Center last week in Washington, D.C., which addressed the challenges and opportunities facing audit committees.
The center is designed to be a resource to strengthen the alliance between audit committees of boards and internal audit in a fast-changing risk environment. It offers research, webinars, and events and will ultimately add formal training programs.

“The center has a very strong core belief—well-informed, engaged, and well-supported audit committees are essential to corporate governance,” said Anthony Pugliese, president and CEO of the IIA.

Pugliese emphasized that board audit committees need to turn to internal audit to truly understand what is happening inside an organization. The event drew members from across the U.S. and around the world, including Canada, Europe, Africa, Latin America, and the Middle East, with Abdullah Alshebeili, CEO of the Saudi Authority of Internal Auditors, in attendance.

CFOs, in particular, work with internal audit on risk assessment, internal controls, and audit readiness, and they share information on financial processes and control issues. Finance chiefs also communicate regularly with the board’s audit committee.

AI and analytics reshape how audit committees see risk

During a panel discussion at the event, Ann Cohen, CFO of the IIA, said audit committees are increasingly using AI and advanced technology to connect different types of risk—third-party, financial, operational, cyber, and regulatory. They are using analytics to surface anomalies and emerging risks earlier, support proactive oversight, and run “what if” analyses before risks materialize. “It allows us to be more responsive to risks and provide more robust assurance to stakeholders,” she said.

A major focus is “everyday AI,” said Sarah Francis of the EY Center for Board Effectiveness. “I think audit committees are really also looking at, ‘How do we start to touch, feel, smell, and get used to the products that are out there?’” Directors, many of whom are active executives, are also thinking about how to deploy these tools effectively. “There have to be clear governance frameworks for AI and analytics,” she said, noting that prompts—and the people who craft them—matter. She highlighted the need for experts who can help frame broader questions around ethics within responsible AI frameworks.

Audit committees can and should engage with technology as they work toward a fully defined plan, commented Luke Whorton, executive search and leadership consultant at Spencer Stuart in the firm’s Financial Officer Practice. “How do you create a foundation, but one that’s agile and responsive, because it’s going to continue to change rapidly?” he asked.

“Audit committees need to be curious,” Cohen said. “They need to challenge management on their inputs, on their assumptions and their judgment, and on what they’ve embedded into their AI outputs.”

The committees that challenge assumptions and lean into technology, alongside strong partnerships with internal audit, could be well-positioned to safeguard trust in an uncertain world.

Sheryl Estrada
sheryl.estrada@fortune.com

Leaderboard

Linda LaGorga will step down as CFO of Entegris, Inc. (NASDAQ: ENTG), an advanced materials science provider,  effective Feb. 28. Effective March 1. Mike Sauer, Entegris’ VP, controller and chief accounting officer, will assume the role of interim CFO, in addition to maintaining the responsibilities of his current role. LaGorga will serve as a senior advisor to Entegris through May 15. Entegris has initiated a search process for a permanent CFO with an executive search firm. Sauer has 37 years of experience in finance and accounting roles at Entegris. 

Hugo Doetsch was appointed CFO of AuditBoard, a governance, risk, and compliance platform. Doetsch brings over two decades of financial leadership and strategic operating experience to AuditBoard. Most recently, he served as CFO at symplr, an enterprise health care operations software provider. Before that, he was CFO at NetDocuments, a cloud-based content management platform. Doetsch also held senior leadership roles at Ping Identity, where he assisted the company in a 2019 initial public offering.

Big Deal

The 2026 Fortune World’s Most Admired Companies list was released this morning. The annual ranking of corporate reputation is based on a poll of some 3,000 executives, directors, and analysts. 

Apple has been No. 1 for 19 consecutive years. Amazon and Microsoft have filled out the top three for seven years in a row. Berkshire Hathaway (No. 6) and Alphabet (No. 8) have each been in the top 10 for well over a decade. Berkshire, the conglomerate nurtured by Warren Buffett, holds the distinction of having been on the All-Star list every single year since it launched in 1998; it shares that honor with Microsoft, Coca-Cola, Toyota Motor, and Johnson & Johnson.

Going deeper

Who Gets Replaced by AI and Why?” is a report in Wharton’s business journal. New research from Wharton’s Pinar Yildirim explores how AI can impact employee motivation when it is implemented in the wrong part of a team’s workflow. The research addresses topics such as how managers should deploy AI capacity in teams and which positions are most vulnerable to being displaced by AI.

Overheard

“Working closely with David Ellison and this exceptional management team made the decision to resign from the board and jump in fully as CFO an easy one.” 

—Dennis K. Cinelli wrote in a LinkedIn post on Tuesday regarding his appointment, effective Jan. 15, as CFO of Paramount, and his resignation from the company’s board. Most recently, Cinelli served as CFO of Scale AI, and he previously held senior finance and operational roles at Uber.



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Exclusive: Alphabet’s CapitalG names Jill Chase and Alex Nichols as general partners

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I love watching “Next Man Up” basketball, where the spotlight rotates unpredictably. One night it’s the bench guard dropping 30, the next it’s the role player posting a triple-double.

CapitalG’s Jill Chase—who captained her college basketball team at Williams College—says this logic actually applies to Alphabet’s growth firm. When I ask her what basketball team is most like CapitalG, she lists the WNBA’s Golden State Valkyries. 

“Everybody has a different skill set, and everybody is willing to drop anything to help each other win,” said Chase. “It’s a different person every night who wins the game. And I think that’s really consistent with the way CapitalG is building its culture.”

For the first time since the firm was started in 2013, it’s promoting two general partners, Chase and Alex Nichols, Fortune has exclusively learned. Chase, who joined CapitalG in 2020 specifically with a thesis around AI, has backed Abridge, Baseten, Canva, LangChain, Physical Intelligence, and Rippling. 

Nichols, meanwhile, joined CapitalG in 2018 as an associate and was promoted to partner just two years ago. He previously worked with managing partner Laela Sturdy on the firm’s investments in Duolingo, Stripe, and Whatnot, and recently led CapitalG’s investment in Zach Dell’s energy startup BasePower. At a moment where there’s mounting angst around data centers and what it will take to power them, Nichols has a surprising take on how AI will affect energy—that both batteries and solar are getting cheaper and better at something like Moore’s Law speed. Those twin cost curves, over time, should actually drive energy prices down

“I’m actually very optimistic about the future of energy prices,” he said. “You look at the history of energy consumption versus GDP. And cheap energy means more production, more income, and means a higher standard of living.”

At a moment when venture is perhaps more competitive than ever—and there are certainly some solo GPs out there making their mark—there’s an argument that as lines blur between disciplines in an AI-ified world, venture is by necessity a team sport.  

Sturdy—who’s been CapitalG’s managing partner since 2023 (and also captained her college basketball team)—and Chase both have clearly taken some learnings from their time on the court. Chase sees venture overall as becoming more team-oriented: “Historically, it used to be like ‘you made general partner, go out and win your deal.’ To me, that’s not the right way to be successful in venture ever.” 

Sturdy adds that in basketball, like venture, “We have to look at the scoreboard every once in a while, and you have to get back up when you get crushed… And, of course, coming together is better than playing alone.”

Term Sheet Podcast…This week, I spoke with Exelon CEO Calvin Butler. As resource-hungry data centers continue to sprout across the country, many are questioning whether the nation’s utility network can keep pace with such large-scale demand. Butler says it can. Listen and watch here.

See you tomorrow,

Allie Garfinkle
X:
@agarfinks
Email: alexandra.garfinkle@fortune.com
Submit a deal for the Term Sheet newsletter here.

Joey Abrams curated the deals section of today’s newsletter. Subscribe here.

VENTURE CAPITAL

humans&, a San Francisco-based AI lab, raised $480 million in seed funding. SV Angel and Georges Harik led the round and were joined by NVIDIA and others.

Emergent, a San Francisco-based platform designed for AI software creation, raised $70 million in Series B funding. Khosla Ventures and SoftBank led the round and were joined by Prosus, Lightspeed, Together, and Y Combinator.

Exciva, a Heidelberg, Germany-based developer of therapeutics designed for neuropsychiatric conditions, raised €51 million ($59 million) in Series B funding. Gimv and EQT Life Sciences led the round and were joined by Fountain Healthcare Partners, LifeArc Ventures, and others.

Pomelo, a Buenos Aires, Argentina-based payments infrastructure company, raised $55 million in Series C funding. Kaszek and Insight Partners led the round and were joined by Index Ventures, Adams Street Partners, S32, and others.

Cloover, a Berlin, Germany-based operating system designed for energy independence, raised $22 million in Series A funding. MMC Ventures and QED Investors led the round and were joined by Lowercarbon Capital, BNVT Capital, Bosch Ventures, and others.

Statusphere, a Winter Park, Fla.-based influencer marketing technology platform, raised $18 million in Series A funding. Volition Capital led the round and was joined by HearstLab, 1984 Ventures, and How Women Invest.

Dominion Dynamics, an Ottawa, Canada-based defense technology company, raised $21M CAD ($15.2M USD) in seed funding. Georgian led the round and was joined by Bessemer Venture Partners and British Columbia Investment Management Corporation.

Cosmos, a New York City-based image collection and discovery platform, raised $15 million in Series A funding. Shine Capital led the round and was joined by Matrix and others.

Mave, a Toronto, Canada-based real estate AI company, raised $5 million in seed funding from Staircase Ventures, Relay Ventures, N49P, and Alate Partners.

Stilla, a Stockholm, Sweden-based developer of an AI designed to accommodate entire teams, raised $5 million in pre-seed funding. General Catalyst led the round and was joined by others.

Asymmetric Security, a London, U.K. and San Francisco-based cyber forensics company, raised $4.2 million in pre-seed funding. Susa Ventures led the round and was joined by Halcyon Ventures, Overlook Ventures, and angel investors.

PRIVATE EQUITY

ConnectWise, backed by Thoma Bravo, acquired zofiQ, a Toronto, Ontario-based agentic AI technology company designed to automate high-service desk operations. Financial terms were not disclosed. 

Grant Avenue Capital acquired 21st Century Healthcare, a Tempe, Ariz.-based vitamins, minerals, and supplements company. Financial terms were not disclosed.

Highlander Partners acquired Tapatio, a Vernon, Calif.-based hot sauce brand. Financial terms were not disclosed. 

Platinum Equity acquired Czarnowski Collective, a Chicago, Ill.-based exhibit and events company. Financial terms were not disclosed.

United Building Solutions, backed by AE Industrial, acquired DFW Mechanical Group, a Wylie, Texas-based HVAC solutions company. Financial terms were not disclosed.

IPOS

PicPay, a Sao Paolo, Brazil-based digital bank, now plans to raise up to $435.1 million in an offering of 22.9 million shares priced between $16 and $19 on the Nasdaq. The company posted $1.7 billion in revenue for the year ended September 30. J&F International and Banco Original back the company.

Ethos Technologies, a San Francisco-based online life insurance provider, plans to raise up to $210 million in an offering of 10.5 million shares priced between $18 and $20. The company posted $344 million in revenue for the year ended Sept. 30. General Catalyst, Heroic Ventures, Eric Lantz, and others back the company.

FUNDS + FUNDS OF FUNDS

Blueprint Equity, a La Jolla, Calif.-based growth equity firm, raised $333 million for its third fund focused on enterprise software, business-to-business, and tech-enabled services companies.

PEOPLE

Area 15 Ventures, a Castle Pine, Colo.-based venture capital firm, promoted Adam Contos to managing partner.

Bull City Venture Partners, a Durham, N.C.-based venture capital firm, hired Carly Connell as a principal.

Harvest Partners, a New York City-based private equity firm, promoted Lucas Rodgers to partner, Matthew Bruckmann and Ian Singleton to principal, and Connor Scro to vice president on the private equity team. 

Wingman Growth Partners, a Greenwich, Conn.-based private equity firm, hired Cheri Reeve as CFO. She previously served as principal and CFO at Atlas Holdings.



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Davos 2026: reading the signals, not the headlines

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Davos 2026: reading the signals, not the headlines | Fortune

Louisa Loran advises boards and leadership teams on transformation and long-term value creation and currently serves on the boards of Copenhagen Business School and CataCap Private Equity. At Google, Louisa launched a billion-dollar supply chain solutions business, doubled growth in a global industry vertical, and led strategic business transformation for the company’s largest customers in EMEA—working at the forefront of AI, data, and platform innovation. At Maersk, she co-authored the strategy that redefined the brand globally and doubled its share price, helping pivot the company from traditional shipping to integrated logistics. Her career began in the luxury and FMCG space with Moët Hennessy and Diageo, where she built iconic brands and led innovation at the intersection of heritage and digital transformation.



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