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.
The Trump administration has floated a plan to trim about $6 billion from the budget of NASA, while allocating $1 billion of remaining funds to Mars-focused initiatives, aligning with an ambition long held by Elon Musk and his rocket maker SpaceX.
A copy of the discretionary budget posted to the NASA website on Friday said that the change focuses NASA’s funding on “beating China back to the Moon and on putting the first human on Mars.”
NASA also said it will need to “streamline” its workforce, information technology services, NASA Center operations, facility maintenance, and construction and environmental compliance activities, and terminate multiple “unaffordable” missions, while reducing scientific missions for the sake of “fiscal responsibility.”
Janet Petro, NASA’s acting administrator, said in an agency-wide email on Friday that the proposed lean budget, which would cut about 25% of the space agency’s funding, “reflects the administration’s support for our mission and sets the stage for our next great achievements.”
Petro urged NASA employees to “persevere, stay resilient, and lean into the discipline it takes to do things that have never been done before — especially in a constrained environment,” according to the memo, which was obtained by CNBC. She acknowledged the budget would “require tough choices,” and that some of NASA’s “activities will wind down.”
The document on NASA’s website said it’s allocating more than $7 billion for moon exploration and “introducing $1 billion in new investments for Mars-focused programs.”
SpaceX, which is already among the largest NASA and Department of Defense contractors, has long sought to launch a manned mission to Mars. The company says on its website that its massive Starship rocket is designed to “carry both crew and cargo to Earth orbit, the Moon, Mars and beyond.”
Musk, who is the founder and CEO of SpaceX, has a central role in President Donald Trump’s administration, leading an effort to slash the size, spending and capacity of the federal government, and influencing regulatory changes through the Department of Government Efficiency (DOGE).
Musk, who frequently makes aggressive and incorrect projections for his companies, said in 2020 that he was “highly confident” that SpaceX would land humans on Mars by 2026.
Petro highlighted in her memo that under the discretionary budget, NASA would retire the SLS (Space Launch System) rocket, the Orion spacecraft and Gateway programs.
It would also put an end to its green aviation spending and to its Mars Sample Return (MSR) Program, which sought to use rockets and robotic systems to “collect and send samples of Martian rocks, soils and atmosphere back to Earth for detailed chemical and physical analysis,” according to a website for NASA’s Jet Propulsion Laboratory.
Some of the biggest reductions at NASA, should the budget get approved, would hit the space agency’s space science, Earth science and mission support divisions.
Petro didn’t name any specific aerospace and defense contractors in her agency-wide email. However SpaceX, ULA and Jeff Bezos’ Blue Origin are positioned to continue to conduct launches in the absence of the SLS. Boeing is currently the prime contractor leading the SLS program.
“This is far from the first time NASA has been asked to adapt, and your ability to deliver, even under pressure, is what sets NASA apart,” she wrote.
President Trump’s nominee to lead NASA, tech entrepreneur Jared Isaacman, still has to be approved by the U.S. Senate. His nomination was advanced out of the Senate Commerce Committee on Wednesday.
Chinese bargain retailer Temu changed its business model in the U.S. as the Trump administration’s new rules on low-value shipments took effect Friday.
In recent days, Temu has abruptly shifted its website and app to only display listings for products shipped from U.S.-based warehouses. Items shipped directly from China, which previously blanketed the site, are now labeled as out of stock.
Temu made a name for itself in the U.S. as a destination for ultra-discounted items shipped direct from China, such as $5 sneakers and $1.50 garlic presses. It’s been able to keep prices low because of the so-called de minimis rule, which has allowed items worth $800 or less to enter the country duty-free since 2016.
The loophole expired Friday at 12:01 a.m. EDT as a result of an executive order signed by President Donald Trump in April. Trump briefly suspended the de minimis rule in February before reinstating the provision days later as customs officials struggled to process and collect tariffs on a mountain of low-value packages.
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The end of de minimis, as well as Trump’s new 145% tariffs on China, has forced Temu to raise prices, suspend its aggressive online advertising push and now alter the selection of goods available to American shoppers to circumvent higher levies.
A Temu spokesperson confirmed to CNBC that all sales in the U.S. are now handled by local sellers and said they are fulfilled “from within the country.” Temu said pricing for U.S. shoppers “remains unchanged.”
“Temu has been actively recruiting U.S. sellers to join the platform,” the spokesperson said. “The move is designed to help local merchants reach more customers and grow their businesses.”
Before the change, shoppers who attempted to purchase Temu products shipped from China were confronted with “import charges” of between 130% and 150%. The fees often cost more than the individual item and more than doubled the price of many orders.
Temu advertises that local products have “no import charges” and “no extra charges upon delivery.”
The company, which is owned by Chinese e-commerce giant PDD Holdings, has gradually built up its inventory in the U.S. over the past year in anticipation of escalating trade tensions and the removal of de minimis.
Shein, which has also benefited from the loophole, moved to raise prices last week. The fast-fashion retailer added a banner at checkout that says, “Tariffs are included in the price you pay. You’ll never have to pay extra at delivery.”
Many third-party sellers on Amazon rely on Chinese manufacturers to source or assemble their products. The company’s Temu competitor, called Amazon Haul, has relied on de minimis to ship products priced at $20 or less directly from China to the U.S.
Amazon said Tuesday following a dustup with the White House that had it considered showing tariff-related costs on Haul products ahead of the de minimis cutoff but that it has since scrapped those plans.
Prior to Trump’s second term in office, the Biden administration had also looked to curtail the provision. Critics of the de minimis provision argue that it harms American businesses and that it facilitates shipments of fentanyl and other illicit substances because, they say, the packages are less likely to be inspected by customs agents.
Jeff Bezos, founder and executive chairman of Amazon and owner of The Washington Post, takes the stage during The New York Times’ annual DealBook Summit, at Jazz at Lincoln Center in New York City, Dec. 4, 2024.
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Amazon founder Jeff Bezos plans to sell up to 25 million shares in the company over the next year, according to a financial filing on Friday.
Bezos, who stepped down as CEO in 2021 but remains Amazon’s top shareholder, is selling the shares as part of a trading plan adopted on March 4, the filing states. The stake would be worth about $4.8 billion at the current price.
The disclosure follows Amazon’s first-quarter earnings report late Thursday. While profit and revenue topped estimates, the company’s forecast for operating income in the current quarter came in below Wall Street’s expectations.
The results show that Amazon is bracing for uncertainty related to President Donald Trump’s sweeping new tariffs. The company landed in the crosshairs of the White House this week over a report that Amazon planned to show shoppers the cost of the tariffs. Trump personally called Bezos to complain, and Amazon clarified that no such change was coming.
Bezos previously offloaded about $13.5 billion worth of Amazon shares last year, marking his first sale of company stock since 2021.
Since handing over the Amazon CEO role to Andy Jassy, Bezos has spent more of his time on his space exploration company, Blue Origin, and his $10 billion climate and biodiversity fund. He’s used Amazon share sales to help fund Blue Origin, as well as the Day One Fund, which he launched in September 2018 to provide education in low-income communities and combat homelessness.