A team at Google has proposed using AI technology to create a “bird’s-eye” view of users’ lives using mobile phone data such as photographs and searches.
Dubbed “Project Ellmann,” after biographer and literary critic Richard David Ellmann, the idea would be to use LLMs like Gemini to ingest search results, spot patterns in a user’s photos, create a chatbot, and “answer previously impossible questions,” according to a copy of a presentation viewed by CNBC. Ellmann’s aim, it states, is to be “Your Life Story Teller.”
It’s unclear if the company has plans to produce these capabilities within Google Photos, or any other product. Google Photos has more than one billion users and four trillion photos and videos, according to a company blog post.
Project Ellman is just one of many ways Google is proposing to create or improve its products with AI technology. On Wednesday, Google launched its latest “most capable” and advanced AI model yet, Gemini, which in some cases outperformed OpenAI’s GPT-4. The company is planning to license Gemini to a wide range of customers through Google Cloud for them to use in their own applications. One of Gemini’s standout features is that it’s multimodal, meaning it can process and understand information beyond text, including images, video and audio.
A product manager for Google Photos presented Project Ellman alongside Gemini teams at a recent internal summit, according to documents viewed by CNBC. They wrote that the teams spent the past few months determining that large language models are the ideal tech to make this bird’s-eye approach to one’s life story a reality.
Ellmann could pull in context using biographies, previous moments, and subsequent photos to describe a user’s photos more deeply than “just pixels with labels and metadata,” the presentation states. It proposes to be able to identify a series of moments like university years, Bay Area years, and years as a parent.
“We can’t answer tough questions or tell good stories without a bird’s-eye view of your life,” one description reads alongside a photo of a small boy playing with a dog in the dirt.
“We trawl through your photos, looking at their tags and locations to identify a meaningful moment,” a presentation slide reads. “When we step back and understand your life in its entirety, your overarching story becomes clear.”
The presentation said large language models could infer moments like a user’s child’s birth. “This LLM can use knowledge from higher in the tree to infer that this is Jack’s birth, and that he’s James and Gemma’s first and only child.”
“One of the reasons that an LLM is so powerful for this bird’s-eye approach, is that it’s able to take unstructured context from all different elevations across this tree, and use it to improve how it understands other regions of the tree,” a slide reads, alongside an illustration of a user’s various life “moments” and “chapters.”
Presenters gave another example of determining one user had recently been to a class reunion. “It’s exactly 10 years since he graduated and is full of faces not seen in 10 years so it’s probably a reunion,” the team inferred in its presentation.
The team also demonstrated “Ellmann Chat,” with the description: “Imagine opening ChatGPT but it already knows everything about your life. What would you ask it?”
It displayed a sample chat in which a user asks “Do I have a pet?” To which it answers that yes, the user has a dog which wore a red raincoat, then offered the dog’s name and the names of the two family members it’s most often seen with.
Another example for the chat was a user asking when their siblings last visited. Another asked it to list similar towns to where they live because they are thinking of moving. Ellmann offered answers to both.
Ellmann also presented a summary of the user’s eating habits, other slides showed. “You seem to enjoy Italian food. There are several photos of pasta dishes, as well as a photo of a pizza.” It also said that the user seemed to enjoy new food because one of their photos had a menu with a dish it didn’t recognize.
The technology also determined what products the user was considering purchasing, their interests, work, and travel plans based on the user’s screenshots, the presentation stated. It also suggested it would be able to know their favorite websites and apps, giving examples Google Docs, Reddit and Instagram.
A Google spokesperson told CNBC, “Google Photos has always used AI to help people search their photos and videos, and we’re excited about the potential of LLMs to unlock even more helpful experiences. This is a brainstorming concept a team is at the early stages of exploring. As always, we’ll take the time needed to ensure we do it responsibly, protecting users’ privacy as our top priority.”
Big Tech’s race to create AI-driven ‘Memories’
The proposed Project Ellmann could help Google in the arms race among tech giants to create more personalized life memories.
Google Photos and Apple Photos have for years served “memories” and generated albums based on trends in photos.
In November, Google announced that with the help of AI, Google Photos can now group together similar photos and organize screenshots into easy-to-find albums.
Apple announced in June that its latest software update will include the ability for its photo app to recognize people, dogs, and cats in their photos. It already sorts out faces and allows users to search for them by name.
Apple also announced an upcoming Journal App, which will use on-device AI to create personalized suggestions to prompt users to write passages that describe their memories and experiences based on recent photos, locations, music and workouts.
But Apple, Google and other tech giants are still grappling with the complexities of displaying and identifying images appropriately.
For instance, Apple and Google still avoid labeling gorillas after reports in 2015 found the company mislabeling Black people as gorillas. A New York Times investigation this year found Apple and Google’s Android software, which underpins most of the world’s smartphones, turned off the ability to visually search for primates for fear of labeling a person as an animal.
Companies including Google, Facebook and Apple have over time added controls to minimize unwanted memories, but users have reported they sometimes still surface unwanted memories and require the users to toggle through several settings in order to minimize them.
DETROIT – The U.S. automotive industry has entered a new phase for all-electric vehicles: realism.
The industry was euphoric about the EV segment in the early 2020s, but consumer demand never took off as much as expected and, as it fizzled, automakers monitored and planned how to react. Now, they’re pivoting, as companies have wasted billions of dollars in capital, Detroit automakers are refocusing on large gas-guzzling trucks and SUVs, and many have admitted that policies, not consumers, were driving the charge for EVs.
“We have to make the investments to get to … the regulatory environment they set. We’ve seen a complete change in that. One way, 180 degrees. One way, 180 degrees back. That’s the world CEOs of automakers are living in,” GM CEO and Chair Mary Barra said earlier this month during The New York Times’ DealBook conference.
How automakers like GM that invested heavily in EVs will respond over the next year will be telling for the future of the vehicles in the U.S., according to industry insiders and experts.
Barra said “it’s too early to tell” what true demand for EVs is following the end of up to $7,500 in federal incentives in September to purchase an electric vehicle. She said the industry will likely find its natural demand over the next six months.
In the meantime, GM continues to reassess its EV plans after disclosing a $1.6 billion impact from its pullback in those investments, with more write-downs expected in the future. Ford Motor last week said it expects to record about $19.5 billion in special items related to a restructuring of its business priorities and a pullback in its all-electric vehicle investments.
“We evaluated the market, and we made the call. We’re following customers to where the market is, not where people thought it was going to be,” Ford CEO Jim Farley told CNBC last week.
U.S. EV sales peaked in September, ahead of the federal incentives ending, at 10.3% of the new vehicle market, according to Cox Automotive. That demand plummeted to preliminary estimates of 5.2% during the fourth quarter.
“The long-term direction toward electrification remains clear: The future is electric. However, the timeline is being recalibrated,” said Stephanie Valdez Streaty, Cox director of industry insights. “In the near term, automakers will continue to adjust their strategies and significantly expand hybrid offerings to meet consumers where they are today.”
Most industry experts, including those at consulting firm PwC, don’t believe it’s the end days for EVs, but rather that expectations are more realistic now. PwC expects the EV industry to pick up toward the end of this decade, with EVs forecast to make up 19% of the U.S. industry by 2030.
“As several of the U.S. [automakers] have announced, there’s some level of charges, and we got out in front of the customer demand and likely the infrastructure that’s otherwise available here in the U.S.,” C.J. Finn, U.S. automotive industry leader for PwC, told CNBC.
‘What is the normal state of EVs?’
That projected EV market share doesn’t justify the billions of dollars companies have spent on the research, development and production of the vehicles, so automakers are significantly altering their plans to allow customers more choice of all-electric vehicles, hybrids and traditional internal combustion engines.
“If you think back a few years ago, it was like, ‘If you’re not all-in on EV, you’re going to eventually go out of business. Your terminal value is zero,'” KPMG partner and U.S. automotive leader Lenny LaRocca told CNBC. “Now I think that multi-propulsion technology approach is what’s panning out to work out well. We used to call it the ‘mosaic of powertrains.'”
A NYC charging station seen in the Yorkville neighborhood of New York City.
Adam Jeffery | CNBC
The changes have taken different forms for companies that have already heavily invested in EVs.
GM, which was by far leading in such investments in the U.S., will continue to offer its current models but has little to no plans of expanding in the future, according to Barra. Instead, it will use some of its planned capacity for increased production of large trucks and SUVs. The automaker also has said it plans to offer plug-in hybrid vehicles in the years ahead, but it hasn’t disclosed many other details.
Ford has said it will refocus investments on hybrid vehicles, including plug-in models rather than pure EVs; cancel a next generation of large all-electric trucks in exchange for smaller, more affordable EVs; and rebalance its investments in core products such as trucks and SUVs.
And Stellantis is deprioritizing EVs, including for its coveted Jeep brand, as it attempts to revive its U.S. sales.
“All of us are waiting to see what the demand is, how it’s going to continue to shake out,” Jeep CEO Bob Broderdorf told CNBC. “The [EV] industry will slide. It’s going to slow down. And then what is the normal state of EVs?”
Read more CNBC auto news
Hyundai, which also invested billions in EVs, is taking a mixed approach compared with its peers. Like GM, it plans to continue offering its current models but it is also expected to have new models coming. On the other hand, like Ford, it’s decided to more heavily emphasize hybrids and allocated production at a new $7.6 billion plant for Hyundai and Kia vehicles in Georgia.
Others such as Honda, Nissan, Porsche, Volvo and Jaguar that announced ambitious plans for EVs have canceled or significantly scaled back those goals. GM also has backtracked on its pledge to exclusively offer EVs by 2035, including several of its brands before that time frame.
The Tesla effect
A litany of factors played into the current EV marketplace, including industry dynamics and external factors such as pressure from Wall Street and political whiplash from the Trump and Biden administrations.
“No doubt the policy had a big impact on customer demand. The net-net is the market’s changed,” Farley told CNBC last Monday.
The bullishness around EVs began with the rise of Tesla. The company, which remains the U.S. leader in EV sales by a wide margin, was able to significantly boost sales and its market valuation from Wall Street analysts at the beginning of this decade.
That led other automakers to take notice and, as the industry does, attempt to replicate Tesla’s success, according to officials. But what executives didn’t realize was consumers were buying Teslas — not just any EV.
“Tesla wasn’t creating a battery-electric vehicle market. They created a market for the Tesla brand.” said Stephanie Brinley, associate director in AutoIntelligence at S&P Global Mobility.
Tesla vehicles were, and continue to be, a “tech-buy” of software-first products that just happened to be EVs, Brinley said. The company also set up its own charging network and created a tech-savvy customer base of loyalists who looked past many quality and growing pain issues.
A Tesla Cybertruck near General Motors’ Renaissance Center world headquarters in Detroit.
Michael Wayland / CNBC
That success led Wall Street to seek out the “next Tesla,” ushering in an unsustainable amount of new companies. From 2019 to 2022, nearly a dozen EV carmakers went public as well as a litany of related ones. Most of those have gone bankrupt amid federal investigations, scandals and executive upheaval.
“The attention that Tesla got woke everyone else up. But now there’s competition, and there’s competition from trusted, known and respected brands,” Brinley said.
The euphoria surrounding EVs started waning as companies kept spending with little to no success and “legacy” automakers entered the market, investing big sums to bring unprofitable vehicles to market.
Hopes for profitable EVs further eroded with the second inauguration of President Donald Trump this year. Trump has killed or rolled back many of the Biden administration’s support and funding for the sale and production of EVs.
The biggest blow was in September with the end of up to $7,500 federal incentives for the purchase of an EV.
“The end of federal incentives came to an abrupt stop at the end of Q3, driving a lot of demand and sales for the new and used market,” Jeremy Robb, Cox interim chief economist, said last week. “Since then, we’ve seen the slowdown in both the pace of sales as well as the growth of new vehicle production. Next year will be pivotal for EVs.”
ServiceNow will acquire cybersecurity startup Armis in a cash deal valued at $7.75 billion, the company said Tuesday.
The enterprise software company said the deal will bolster its cybersecurity capabilities in the age of artificial intelligence and more than triple its market opportunity for security and risk solutions.
“This is about making a strategic move to accelerate growth, and we see the opportunity for our customers,” CEO Bill McDermott told CNBC’s “Squawk on the Street” on Tuesday. “In this AI world, especially with the agents, you’re going to need to protect these enterprises [because] every intrusion is a multi-million dollar problem.”
ServiceNow said the deal is expected to close in the second half of next year, financed by a combination of cash and debt.
The company has been on an acquisition spree in 2025 as it sought to accelerate growth, McDermott said.
In November, the California-based company, which helps businesses protect internet-connected devices from cyber risks, said it had raised $435 million at a $6.1 billion valuation.
At the time, co-founder Yevgeny Dibrov told CNBC that Armis was looking to go public in 2026 or 2027, but his main objective was to surpass $1 billion in annual recurring revenues.
“The need for what Armis is doing and what we are building, in this cyber exposure management and security platform, is just increasing,” he said, adding that there’s “very unique and huge” demand for its tools.
Many companies have opted to stay private for longer or get acquired as a turbulent initial public offering market has begun to rebound. Large companies such as Stripe and Databricks have found an influx of capital in private markets.
In the age of AI, companies are spending more on cybersecurity to protect against increasingly sophisticated threats.
This year has also been significant for major cybersecurity deals as companies look to enhance their threat protection capabilities. That includes Google’s $32 billion acquisition of cloud security startup Wiz and Palo Alto Networks’ $25 billion deal for CyberArk.
ServiceNow said Armis has topped $340 million in annual recurring revenue with 50% year-over-year growth, up from $300 million disclosed in August.
The logo of pharmaceutical company Novo Nordisk is displayed in front of its offices in Bagsvaerd, on the outskirts of Copenhagen, Denmark, Nov. 24, 2025.
Tom Little | Reuters
This is CNBC’s Morning Squawk newsletter. Subscribe here to receive future editions in your inbox.
Here are five key things investors need to know to start the trading day:
1. Trim tab
Regulators approved the first-ever GLP-1 pill — yes, a pill — for treating obesity yesterday. It’s viewed as a landmark decision that can lead to expanded access for patients.
Here’s what to know:
Novo Nordisk, the company behind blockbuster shot Wegovy, said the new weight-loss pill will launch early next year after receiving clearance from the Food and Drug Administration.
The starting dose of 1.5 milligrams will be available at pharmacies and through select telehealth providers for $149 per month, with savings offers.
Shares of Novo Nordisk surged 7% in overnight trading. Competitor Eli Lilly, which has been trying to launch its own obesity pill, slid more than 1%.
Elsewhere, we’re keeping an eye on Dominion Energy, whose shares fell more than 3% yesterday after the White House halted the wind project it was developing.
The Paramount logo is displayed on the water tower at Paramount Studios on December 8, 2025 in Los Angeles, California.
Mario Tama | Getty Images
Paramount Skydance is putting some billionaire weight behind its embattled bid for Warner Bros. Discovery. Yesterday, Paramount guaranteed the backing of Larry Ellison, the father of CEO David Ellison, in an amended offer for the media company.
The elder Ellison’s support is viewed as a response to questions from Warner Bros. Discovery’s board of directors about Paramount’s ability to finance its offer. WBD Chairman Samuel Di Piazza told CNBC last week that the board wanted more involvement from Larry, who is known for co-founding Oracle.
WBD investors have a decision to make: Go along with the recommended sale to Netflix or tender their shares to Paramount. CNBC’s Alex Sherman walks through why shareholders may go with or against Paramount.
3. Holi-deals
A general view of the Google Midlothian Data Center where Texas Gov. Greg Abbott and Alphabet and Google CEO Sundar Pichai are scheduled to speak on Nov. 14, 2025 in Midlothian, Texas.
Ron Jenkins | Getty Images
Deal announcements were in full swing to kick off the holiday week yesterday.
Alphabet said it would acquire data center company Intersect for $4.75 billion in cash while assuming its debt. The Google parent said the deal would help bring additional data center and generation capacity online more quickly.
Meanwhile, CNBC reported Monday that Trian Fund Management and General Catalyst would acquire asset manager Janus Henderson in a deal that’s expected to close mid next year. The duo will pay $49 per share in cash, which values Janus at around $7.4 billion. Janus shares jumped more than 3% in yesterday’s session.
Get Morning Squawk directly in your inbox
4. EVs’ new reality
Fronts of the GMC Sierra Denali,Tesla Cybertruck and Ford F-150 Lightning EVs (left to right).
Michael Wayland / CNBC
The euphoria around electric vehicles is largely gone. Now, as CNBC’s Michael Wayland reports, it’s the era of EV realism.
Despite billions of dollars spent and grand ambition, demand never met expectations. Now, legacy car companies are admitting that federal tax credits and other incentives mainly generated interest in the vehicles, not genuine consumer preference.
As a result, Detroit automakers are deprioritizing the EVs that were once heralded as the future of the business. Instead, they’re focusing on more-traditional trucks and SUVs.
5. Price check
The Instacart website on a laptop computer arranged in Hastings-on-Hudson, New York, U.S., on Monday, Jan. 4, 2021.
Tiffany Hagler-Geard | Bloomberg | Getty Images
Instacart said Monday it was ending its controversial artificial intelligence-driven pricing tests. Retailers will no longer be able to use the delivery platform’s technology to experiment with what consumers pay.
As CNBC’s Annie Palmer notes, this technology was thrust into the spotlight after a study by Consumer Reports and other organizations found that the pricing tool led shoppers to pay different prices for identical items from the same store. Instacart said that its testing left “some people questioning the prices they see,” which the company said was “not okay.”
The Daily Dividend
Holiday road-trippers will get a gift of sorts at the pump: The average price of unleaded gasoline in the U.S. has hit four-year lows.
— CNBC’s Annika Kim Constantino, Tasmin Lockwood, Spencer Kimball, Pia Singh, Sara Salinas, Lillian Rizzo, Alex Sherman, Ashley Capoot, Fred Imbert, Michael Wayland and Annie Palmer contributed to this report. Terri Cullen edited this edition.