Buying a laptop may soon come with an instant carbon score thanks to AI


When shopping for a new laptop, most buyers compare specifications like performance, battery life, display quality, and price. But a new AI-powered initiative could soon add another metric to that list: carbon footprint.

Researchers are developing AI agents capable of calculating and displaying the environmental impact of consumer electronics in real time, potentially giving shoppers instant access to sustainability information before making a purchase. The effort aims to bring the kind of emissions transparency already available in services like flight booking platforms to the world of consumer technology.

Today, consumers can easily compare the carbon emissions of different flights through services such as Google Flights. However, similar information is often difficult to find when purchasing electronics, despite the significant environmental impact associated with manufacturing, shipping, and operating devices like laptops, smartphones, and tablets.

The proposed AI system would automatically gather data from multiple sources, including manufacturing information, supply chains, energy consumption estimates, and transportation data, to generate an environmental score that consumers can understand at a glance. The goal is to make sustainability as visible and accessible as price tags and product specifications.

AI could make sustainability information easier to understand

One of the biggest challenges facing environmentally conscious shoppers is the complexity of carbon accounting. Determining the total emissions associated with a laptop can involve analyzing raw material extraction, component manufacturing, assembly, transportation, packaging, and long-term energy use.

Researchers believe AI agents are uniquely suited to handle this complexity because they can collect, process, and summarize large amounts of environmental data far faster than traditional reporting methods. Instead of forcing consumers to sift through lengthy sustainability reports, AI could generate simple, easy-to-understand comparisons between competing products.

The technology could also help manufacturers improve transparency. Companies may be encouraged to disclose more detailed environmental data if AI systems begin incorporating sustainability metrics directly into purchasing decisions.

The broader push comes amid growing concerns about the environmental impact of technology and artificial intelligence itself. Data centers, AI training, hardware manufacturing, and cloud infrastructure all contribute to increasing energy consumption worldwide, making sustainability reporting an increasingly important topic across the tech industry.

The future of shopping may involve environmental scores alongside prices

The concept extends beyond laptops. Researchers envision AI agents eventually helping consumers evaluate the environmental impact of a wide range of products, from smartphones and appliances to vehicles and household goods.

Such systems could also evolve into personal shopping assistants that automatically recommend products based not only on budget and features but also on sustainability preferences. While the technology is still in development, it reflects a broader shift toward greater transparency in consumer purchasing decisions. Just as nutrition labels changed how people buy food, carbon-impact information could eventually influence how consumers shop for technology.

For buyers, that means future laptop shopping may involve more than comparing processors and battery life. An AI-generated carbon score could become another key factor in deciding which device ends up in their bag.



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Pixar is the champion of animation, but not all of their movies have had the chance to shine. For 40 years, the studio has brought families together across 30 movies. Certain movies never enter the discussion of being among the studios’ best — they were overshadowed by other films, or they went direct-to-streaming on Disney+.

In honor of the 40th anniversary, here are four Pixar movies that are worth reevaluating in 2026.

Toy Story 4

A surprisingly strong sequel

In 2010, Toy Story 3 brought Pixar’s debut franchise to an emotional close, as Woody (Tom Hanks), Buzz (Tim Allen), and the gang said farewell to Andy, preparing for a new life with Bonnie (Madeleine McGraw). After bringing their genre-defining animated trilogy to a fitting conclusion, I was doubtful that any follow-up could ever live up to the trilogy’s legacy. However, I was pleasantly surprised when I finally found the time to watch Toy Story 4.

As the gang of toys and Bonnie embark on a trip, Woody sets out to help the handcrafted toy Forky (Tony Hale) while also reuniting with Bo Peep (Annie Potts), who has become a rescuer of stray toys. As expected, Pixar’s animation remains ever-impressive, but Toy Story 4 manages to recapture the charm of the original 3 movies and offer a surprisingly fitting epilogue to Woody’s story in particular. Even with a new installment on the horizon, the emotion behind Toy Story 4‘s major status quo change for the gang ensures that the movie will be able to stand on its own merits for many years to come.

Turning Red

A stylistic reinvention

2022’s Turning Red saw Pixar take another crack at a coming-of-age story. The young Mei (Rosalie Chiang) clashes with her mother, Ming Lee (Sandra Oh), leading to her learning that she inherited the power to turn into a gigantic red panda in moments of heightened emotion. With her favorite boy band in town, Mei and her friends plan to use these gifts to attend the concert. As the concert draws nearer, however, Mei continues to clash with her mother, building to a generational showdown to heal her family’s curse.

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When compared to what came before, Turning Red is a drastic stylistic departure from Pixar’s filmography. Mei’s story is told in a more informal manner when compared to other features, as Mei breaks the fourth wall and is incredibly expressive when compared to how past features tiptoed the line between cartoon and realism. However, this stylistic decision gives Turning Red a unique charm while making its story feel all the more personal and emotional, as we are given a clearer insight into Mei’s state than any other Pixar protagonist that has come before.​​​​​​​

Monsters University

Expanding a universe

While Toy Story had proven that Pixar could create successful sequels, expanding on a movie was still a rare move for the studio in the early 2010s, with said franchise and Cars being an exception. As such, Monsters University had a lot of pressure placed upon its shoulders when it released. Set several years before the events of Monsters Inc, the prequel explores how Mike (Billy Crystal) and Sully (John Goodman) went from fierce rivals to the firmest of friends during their time at the titular scaring school.

Blending the setting and cast of Monsters Inc. with a teen college movie was an ideal choice to expand the world of this Pixar movie, as most of the charm found in Monstropolis comes from how it drastically imagined elements of our own world in its monstrous lens. Furthermore, it is interesting to see that Sully and Mike began as rivals, and Mike’s arc focusing on his struggle to be a scarer does add layers to where his journey ends in the original movie. As such, Monsters University is a worthy prologue to one of Pixar’s most enduring franchises.​​​​​​​

Soul

A deeper tale with age

Pixar is unafraid to tackle deeper and more mature subjects. However, I feel Soul stands as one of their most ambitious explorations yet. On the verge of fulfilling his dream, Joe (Jamie Foxx) is caught in a near-death experience, leading to him becoming a disembodied soul in the “Great Before.” When his soul is tasked to guide the reluctant 22 (Tina Fey) into finding the passion that will drive her during her time on Earth, Joe is taken on a journey to not only return to his body but also reconsider what drives him and what is important in life.

For a studio that has prided itself on packaging deeper themes into a family-friendly package, Soul easily stands as a movie that feels targeted for its older viewers. Children may be inspired to take joy in everything life can offer through 22’s journey, but Joe’s story is particularly relatable to those who have had to grapple with their passions being lost or an unpredictable turn in life putting a stop to a dream, and watching him regain that through his experiences with 22 is incredibly emotional. While it may not have had a chance to shine at the box office, Soul will stand as a fondly remembered Pixar classic. Hopefully, new viewers and young fans can begin to see the movie through different perspectives as they face their own trials.​​​​​​​


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