Technology
Humanoid robots perform live surgery in world first
Humanoid robot surgeons perform first-ever remote surgery, raising AI privacy concerns
A medical breakthrough was achieved as UC San Diego doctors successfully utilized $20,000 humanoid robots to perform remote gallbladder surgery on a pig. This development highlights the potential for artificial intelligence to address surgeon shortages and improve access to care globally. The discussion also delves into privacy concerns surrounding advanced AI robots, including a new $8K home robot for chores.
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Humanoid robots have officially stepped up to the operating table, helping complete two surgeries for the first time. During the preclinical trial, surgeons remotely guided the machines through two gallbladder removal procedures. The robots copied the surgeons’ movements rather than making medical decisions, and no human patients were involved.
Unlike bulky robotic systems fixed in place, these five-foot machines used standard surgical tools and worked inside an operating room built for people. The experiment offers an early look at how a specialist could someday operate through a mobile robot in a rural clinic or another place where surgical care is hard to reach. Here is what the team accomplished and what still needs to happen before this technology reaches human patients.
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Researchers say mobile humanoid robots could someday help bring specialist surgical care to rural clinics, field hospitals or remote locations. (UC San Diego Jacobs School of Engineering)
Two humanoid robots completed live surgeries
Researchers from the University of California San Diego reported the results in the journal Nature earlier this month. The team tested its system during two laparoscopic gallbladder removal procedures on pigs.
During one operation, a humanoid robot handled surgical instruments while a human surgeon assisted beside it. During the second procedure, two humanoid robots stood next to each other and worked as a team. Surgeons remotely controlled both robots throughout the operation. The experiment involved delicate tasks used during minimally invasive gallbladder surgery. The robots moved tissue and dissected around the gallbladder. They also helped place clips before removing it.
Researchers designed the trial as a proof of concept. They wanted to learn whether a general-purpose humanoid robot could handle standard surgical tools with enough control to complete an operation. It could. However, the trial also exposed problems that researchers must solve before testing the system on humans.
The trial marked the first time teleoperated humanoid robots successfully completed live gallbladder surgeries. Robotic gallbladder procedures have been performed before, but this experiment was the first to use general-purpose humanoid machines. The work builds on UC San Diego’s earlier research with the same type of robot. CyberGuy previously covered how a remotely controlled humanoid performed seven medical procedures, including physical exams and ultrasound-guided injections.
How these humanoid robots fit into a standard operating room
The researchers created Surgie by modifying commercially available Unitree G1 humanoid robots. Each machine stands about 5 feet tall and weighs around 60 pounds. That makes Surgie dramatically smaller than many existing robotic surgery systems, which can weigh approximately 1,800 pounds.
Large surgical robots may require extensive setup and take up considerable space. Hospitals sometimes need to retrofit an operating room before installing one. Surgie can stand in a room designed for human medical workers. Researchers added adapters to its hands so the robot could grip standard laparoscopic instruments.
A surgeon then controlled the robot from a remote console. When the surgeon moved the controls, Surgie copied those movements at the operating table. That human-like design is important. A hospital may be able to bring the robot into an existing room instead of rebuilding the space around it. A medical team could also move it between rooms or transport it to a smaller facility. “We were surprised at how well Surgie meshed with our workspace and workflow,” said Nikita Thareja, MD, a general surgery resident at UC San Diego School of Medicine and a co-author of the study.
Unitree currently lists the base G1 at $13,500 before taxes and shipping. However, that price does not include the surgical adapters, instruments or remote-control equipment used in the study. The price still points to a potentially significant difference between a general-purpose humanoid and today’s specialized surgical systems. Da Vinci surgical robots can cost from about $700,000 to more than $3 million, depending on the model and configuration. Researchers have not disclosed the total cost of the complete Surgie setup.
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UC San Diego researchers remotely guided humanoid robots through two gallbladder surgeries on pigs in a preclinical trial.d (UC San Diego Jacobs School of Engineering)
Why use a humanoid instead of a surgical robot?
Modern robotic surgery systems already help doctors perform highly precise procedures. However, those machines usually stay in one location and depend on specialized equipment. A humanoid robot offers more flexibility because it can operate in spaces built for medical workers. It can also hold tools designed for human hands.
Researchers believe future versions could retrieve an instrument during surgery. The robot might also help prepare or clean the room after a procedure. Most importantly, a mobile system could potentially bring a specialist’s skills to an area where surgeons are difficult to find.
Michael Yip, a professor in UC San Diego’s Department of Electrical and Computer Engineering, said remotely operated humanoids could expand access to critical procedures. Researchers envision sending the robots to communities with limited medical staffing or temporary field hospitals.
The goal isn’t to hand medical decisions to a machine. A trained surgeon would remain in control while the robot carried out those movements at the patient’s location. That could give a trauma team on a battlefield access to a specialist located far away. The same approach could help a patient in a remote town avoid a long trip to a major medical center. Researchers have even discussed using the technology during future space missions.
That idea is already moving beyond the laboratory with traditional surgical robots. In March, we reported on a London surgeon who remotely removed a patient’s prostate cancer from 1,500 miles away. The difference is that the London procedure used a specialized surgical platform. Surgie could eventually offer a smaller system that works inside a standard operating room.
The robots still needed plenty of help
The successful procedures do not mean hospitals are ready to start using humanoid robots on patients. Researchers had to recalibrate the robots several times during surgery. The operations also took much longer than procedures performed with established surgical systems.
Latency presents another concern. Latency is the delay between a surgeon moving a controller and the robot responding. A slight lag may feel annoying during a video call. During surgery, even a small delay could affect precision. That challenge becomes more serious when the surgeon and robot are separated by a long distance.
Researchers will need to improve the robot’s reliability and response time. They must also prove that the system can repeat its performance safely across many procedures. Hospitals would need a backup plan as well. A qualified surgical team would have to remain ready to step in if the robot stopped responding or the remote connection failed.
Could a humanoid robot eventually operate on its own?
For now, human surgeons control Surgie’s movements. The UC San Diego researchers eventually want to develop what they call an autonomous surgical assistant. That type of robot could recognize which tool a surgeon needs or complete a limited task under supervision.
Researchers elsewhere are already testing a different approach to autonomous surgery. CyberGuy previously covered an AI-powered robot that independently completed a key phase of gallbladder removal on a lifelike surgical model. However, operating on a living patient presents a much greater challenge. Bleeding can begin without warning. A patient’s condition can also change in seconds.
A robot would need to recognize the problem and respond safely. Medical workers must also be able to take control immediately. Autonomous surgery raises difficult questions about responsibility. Hospitals would need clear rules covering who makes each decision and who is accountable when something goes wrong. Remote operation introduces another concern. Hospitals would have to protect the robot’s software and communications from unauthorized access. At the same time, the system would need to continue operating safely during a connection problem.
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Surgeons controlled the humanoid robots from a remote console while the machines copied their movements during live procedures. (UC San Diego Jacobs School of Engineering)
What this means to you
You will not see a humanoid robot independently performing your next surgery. This research remains at the preclinical stage, and the team tested the system on pigs rather than humans. Still, the experiment offers an early look at where robot-assisted medicine may be headed.
A mobile surgical robot could eventually give you access to a specialist without requiring a long trip. It may also help a smaller hospital offer procedures that currently require transferring patients elsewhere. However, access should never come at the expense of safety. Before agreeing to a robot-assisted procedure, you should know who controls the machine. You should also ask what happens if the connection fails and whether a qualified surgical team will remain in the room. The robot may hold the instrument, but human judgment remains the most important part of the operation.
Kurt’s key takeaways
Watching two humanoid robots work over an operating table may make you uncomfortable. Still, the technology could address a serious healthcare problem if researchers can make it reliable and safe. Many communities struggle to attract enough surgeons. A compact robot that works with standard instruments could let a distant specialist enter the operating room without physically traveling there. The comparatively low starting price of the base robot could also make this approach easier to deploy than some specialized surgical systems. This experiment remains an early milestone. The robots needed recalibration, and the operations took longer than usual. Communication delays also remain a concern. The researchers now need to prove that Surgie can perform consistently before anyone considers human trials. Hospitals will also need strict safety protections and trained medical workers ready to take over.
Would you let a surgeon operate through a humanoid robot if it cut months off your wait for care? Let us know by writing to us at CyberGuy.com.
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Copyright 2026 CyberGuy.com. All rights reserved.
Technology
X replaces its revenue-sharing program with ‘Original Content Rewards’
X is ending its controversial revenue-sharing program for content creators, which has seen numerous revisions under Elon Musk’s reign. In its place, it’s launching a new Original Content Rewards program on September 8th. To be eligible, creators must have at least 500 verified followers and at least 500,000 Home Timeline impressions from verified users in the last 90 days, among other requirements.
Creators will then earn revenue based on “qualified impressions” on “original content.”Qualified impressions are unique impressions from Premium subscribers “on the Home Timeline feed, where at least 50% of the post is visible.” What qualifies as “original content” exactly? Well, that’s a little harder to define. Under the guidelines, original reporting or analysis, videos and photos taken by the user, as well as graphics or illustrations made by the creator, including memes. X also says that commentary or reactions still qualify, as long as they “add something meaningful.”
In the post announcing the program, the company says the goal is to shift the focus away from exploiting loopholes and clickbait. Simply repurposing content from others or replying to posts wouldn’t be a viable source of income under the new system, theoretically. Allegra Jacchia, Senior Product Manager, Creators at SpaceXAI, said on X that the program was designed to “reward the creators who bring original ideas, expertise, creativity, and unique perspectives to 𝕏 — not those who have become best at gaming the system.”
Participants in the revenue-sharing model will continue to earn revenue through September 7th.
Technology
KARR Bluetooth flaw exposes 2.2M cars to theft risk
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Could a small device hidden beneath your dashboard make your car easier to break into? Nancy from Newtown, Pennsylvania, asked me where she should look for the KARR or SWDS “code” in her 2025 Cadillac XT5 and 2024 Hyundai Tucson Limited Hybrid.
Here is the first thing you need to know. There is no code to find in your vehicle’s settings. KARR and SWDS refer to aftermarket security hardware that a dealership may have installed before selling the car. SWDS stands for Southwest Dealer Services, the company associated with several KARR-branded vehicle protection products.
The device usually sits beneath the dashboard on the driver’s side. You may also find a KARR or SWDS sticker on the driver-side window.
So, before you start searching through menus or calling the automaker, here is how to find out whether your vehicle has one of these devices and what to do next.
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A Bluetooth flaw in dealer-installed KARR and SWDS security devices could expose about 2.2 million vehicles to unauthorized access. (David Baillot/University of California San Diego/Jacobs School of Engineering)
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KARR Bluetooth car hack puts 2.2 million vehicles at risk
Computer security researchers at the University of California San Diego uncovered a Bluetooth vulnerability affecting at least 2.2 million vehicles. The flaw involves dealer-installed KARR and SWDS security devices. A person standing within about five yards of a vulnerable vehicle could connect to the device through Bluetooth.
From there, an attacker could lock or unlock the doors. The same flaw could silence the alarm, sound the horn or flash the headlights. An attacker could also prevent a parked vehicle from starting. However, the researchers did not report that the flaw could start the engine or shut down a vehicle that was already running. That distinction is important. The Bluetooth flaw alone does not let someone drive away. However, it could quietly unlock the doors. A thief could then use separate tools to create or program a key.
What are KARR and SWDS car security systems?
KARR systems are aftermarket vehicle security products sold through participating dealerships. They may include an alarm, GPS tracking, remote vehicle controls or an ignition-disabling feature. Southwest Dealer Services uses several product names, including KARR Security, KARR Fusion, KARR BT, KARR S.W.A.T. and S.W.A.T. Dealer. The features vary by product and vehicle.
These devices do not come from Cadillac, Hyundai, Ford or another automaker’s factory. A dealership or one of its vendors adds the hardware after the vehicle arrives. Dealers may use the system to protect inventory sitting on the lot. When someone buys the vehicle, the dealer may offer the system as an additional security package. The problem is that some dealers left the hardware connected even when buyers declined the service. As a result, a driver might have a vulnerable device without an active KARR account or any idea that the equipment is inside the car.
How the KARR Bluetooth vulnerability works
The KARR device communicates with a smartphone app through Bluetooth Low Energy. Researchers found that the affected devices relied on the same secret authentication key. Once they recovered that key, they could send commands that vulnerable KARR devices accepted.
Think of it as giving a huge group of devices the same unchangeable password. Once that password becomes known, each device becomes easier to approach. The researchers also found that the devices broadcast recognizable Bluetooth signals. Historical databases containing those signals could reveal where a particular device had appeared. That creates a privacy concern beyond car theft. Someone could potentially use the data to study where a vehicle regularly parks or travels.
Which cars may have a KARR or SWDS device?
UC San Diego researchers found the devices most often in vehicles sold through Honda, Toyota, Mazda, Ford and Jeep dealerships in Southern California since 2017. However, that list does not mean other brands are safe.
KARR works with more than 3,000 dealerships nationwide. Vehicles also move around the country through used-car sales, auctions and dealership trades. Therefore, the vehicle’s make and model cannot confirm whether it has the equipment. The dealership that prepared the vehicle for sale matters more than the badge on the grille. A Cadillac, Hyundai or Chevrolet could have a KARR system if the selling dealer installed one. A Honda from another dealership might never have received it.
How to check your car for a hidden KARR device
Start with the easy clues before you remove any trim or crawl too far beneath the dashboard.
Check the driver-side window for a KARR sticker
Look at the lower corners and edges of the driver-side window.
The sticker may say:
- KARR
- KARR Security Systems
- SWDS
- S.W.A.T.
A sticker strongly suggests that the dealership installed a related device. However, the absence of a sticker cannot completely clear your vehicle. A dealer or previous owner may have removed the label while leaving the hardware connected. UC San Diego says many affected vehicles have the sticker, rather than every affected vehicle.
Look below the driver-side dashboard
Park the vehicle and shut off the engine. Move the driver’s seat back and use a flashlight to look beneath the lower dashboard. Researchers say the device is usually installed underneath the dashboard on the driver’s side.
You may see a small button or indicator light attached to the bottom edge of the dash. Wiring may run from the button behind the dashboard panels. The button shown by UC San Diego is small and easy to miss. It can look like a basic aftermarket alarm switch rather than a modern connected device. Do not pull on the wires or disconnect anything. The module may connect to the ignition system and other vehicle electronics.
Review your vehicle sales paperwork
Check the purchase agreement, dealer addendum, finance documents and service records.
Search for references to:
- KARR Security
- KARR BT
- KARR Fusion
- KARR S.W.A.T.
- SWDS
- Southwest Dealer Services
- Dealer alarm
- Vehicle recovery system
- Inventory security system
The charge may appear as part of a larger dealer protection package. You may also find the product listed with no separate price if the dealer installed it for inventory control.
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Ask the selling dealer to check your VIN
Call the dealership that originally sold the vehicle. This step can help even when you bought the car used from another business. Your VIN appears near the bottom of the windshield on the driver’s side. You can also find it on the registration, insurance card and driver-side door frame.
Ask the dealer: “Can you check this VIN and confirm whether your dealership or inventory vendor installed a KARR, SWDS, KARR BT, S.W.A.T. or other aftermarket security module?”
Then ask these follow-up questions: “Is the device still connected?” “Has it received the firmware update released on July 20, 2026?” “Can you provide the device model and firmware status in writing?”
A vague answer such as “Your factory alarm is fine” does not address the question. You are asking about dealer-installed aftermarket equipment.
Use the KARR app to check your VIN
KARR says people who never activated the security service can still use the official KARR Security app to check their VIN. Download the app only through the official Apple App Store, Google Play Store or KARR website. Do not use an app link from an unexpected text message, email or online advertisement.
After opening the app near the vehicle, tap the customer service link at the bottom of the screen. The app should guide you through the VIN check and available firmware update. KARR also lists customer support at 800-395-5277.
What Nancy should check on her Cadillac and Hyundai
Nancy’s 2025 Cadillac XT5 and 2024 Hyundai Tucson Limited Hybrid were not among the specific brands UC San Diego researchers said appeared most often. However, that does not rule them out. The device comes from the dealership rather than Cadillac or Hyundai.
Nancy should check each SUV separately. First, she should look for a KARR or SWDS sticker on the driver-side window. Next, she should use a flashlight to inspect the lower edge of the dashboard near the driver’s knees.
She should also review the paperwork from each dealership. If the vehicles came from different dealers, one could have the equipment while the other does not. Finally, Nancy should call both selling dealers with the VINs. She should ask whether either dealership installed a KARR, SWDS or S.W.A.T. module before delivery. If the dealers cannot provide a definite answer, she can use the official KARR app or call KARR support.
How to update a KARR security system
Acrisure released a firmware patch on July 20, 2026, one day before UC San Diego publicly announced the vulnerability. The vehicle owner must deliver the update to the KARR device through the official KARR Security app. Updating your phone or vehicle infotainment system will not patch the separate module.
Update an activated KARR system
An activated system means you purchased or activated KARR service through the dealership.
Follow these steps:
- Go to the vehicle and sit in the driver’s seat.
- Open the KARR Security app.
- Log in and select the correct vehicle.
- Tap the Settings button in the lower-right corner.
- Scroll down and tap Check for Updates.
- Follow the instructions shown in the app.
- Wait for confirmation that the firmware is current.
KARR says no additional action is necessary after the app confirms that the latest firmware is installed.
Update a KARR system you never activated
You can still check and update a device that remained in the vehicle after you declined the service.
Follow these steps:
- Download the official KARR Security app.
- Sit in the driver’s seat near the device.
- Open the app.
- Tap the Customer Service: 800-395-5277 link.
- Follow the app’s instructions to check the VIN.
- Complete the firmware update when prompted.
- Confirm that the app reports the latest firmware.
Call KARR support when the app cannot find the vehicle or complete the update.
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Drivers can check for a KARR or SWDS device by inspecting the driver-side window, dashboard area and vehicle sales paperwork. (David Baillot/University of California San Diego/Jacobs School of Engineering)
Should you remove the KARR device?
You can ask to have the system deactivated or removed. However, I would not turn this into a weekend do-it-yourself project. Researchers warn that removal may require opening the dashboard, cutting wires and restoring connections involving the ignition system or vehicle computers. Disconnecting the wrong wire could stop the car from starting. It might also affect the factory alarm, remote start or another electrical feature. Southwest Dealer Services says an owner can request removal, transfer or deactivation by calling 800-395-5277 and confirming the account information.
Ask the original dealership or a qualified automotive electrical technician to handle the work. Before approving removal, ask the technician how the factory wiring will be restored. Afterward, request written confirmation that the module was removed and the vehicle’s original security functions still work.
We reached out to KARR Security, and a representative from the company provided CyberGuy with the following statement:
“KARR Security maintains rigorous standards to help protect customers’ vehicles. Researchers at UC San Diego identified a vulnerability affecting BLE-based auto theft devices, including a small percentage of KARR devices with certain Bluetooth-related components. The vulnerability described in the research is highly complex and presents a low risk to customers under real-world conditions. Nevertheless, we responded promptly and developed a firmware update to address the issue. We launched this app/firmware update on July 20, 2026. Active customers may apply the update directly from their phone after securely logging in to the KARR Security app. Vehicle owners of non-active systems can still update via the app using their VIN (last 8 digits) as a validation step. Consumers can find detailed instructions and tutorials for assistance with this firmware on the Customer FAQ section of our website at www.KARRSecurity.com.”
KARR Security added, “To our knowledge, we have not seen this vulnerability used in the real world to break into or steal a vehicle.”
What will not fix the KARR Bluetooth flaw
Turning off Bluetooth on your phone will not disable the Bluetooth radio inside the KARR module. Deleting the app will not remove the device. Removing the vehicle from your phone’s normal Bluetooth menu will not patch it either.
The KARR module communicates separately from the Cadillac, Hyundai or other factory infotainment system. A Faraday pouch also will not fix this particular problem. Faraday pouches can help block relay attacks involving a key fob. They cannot update or disable hardware installed beneath the dashboard. You need to update the KARR device itself or have a professional remove it.
Tips to protect your vehicle from being stolen
Car thieves use different methods, so protecting your vehicle requires more than one piece of technology.
1) Install the KARR firmware update first
When your vehicle has a KARR or SWDS device, install the firmware update as soon as possible. This directly addresses the Bluetooth flaw identified by the researchers. A steering wheel lock or tracker can add protection, but neither one repairs vulnerable software.
2) Confirm your doors actually locked
Signal jammers can sometimes block the command sent by a key fob. After pressing the lock button, listen for the normal confirmation sound. Look for the lights and pull a door handle before walking away. Also, close every window and take the keys with you. NHTSA recommends checking the doors whenever you leave a parked vehicle.
3) Add a visible steering wheel lock
A steering wheel lock creates an obvious barrier inside the car. It will not stop every determined thief. However, it adds time and makes the vehicle harder to steer. NHTSA includes steering wheel locks among visible devices that can discourage vehicle theft. You can find more ideas in my CyberGuy guide on how to help prevent your car from getting stolen.
4) Protect your key fob at home
Store key fobs away from exterior doors, windows and attached garages. A tested signal-blocking pouch can help reduce the risk of a relay attack. In that type of theft, criminals extend the signal from a key inside the house to a vehicle outside. Test the pouch regularly. Put the key inside, close the pouch and stand next to the car. The doors should remain locked when you touch the handle. Remember that a key-fob pouch protects against a different attack. It will not patch a KARR module.
5) Add a vehicle recovery tracker
A hidden GPS tracker or Bluetooth tracker may help locate a stolen vehicle. However, do not confront anyone or attempt to recover the car yourself. Give tracking information to law enforcement. An Apple AirTag can provide a backup location signal, although Apple’s anti-stalking alerts may eventually warn a thief that an unknown AirTag is traveling with the vehicle. Read my CyberGuy guide on using an AirTag in a vehicle and understanding its limits.
6) Choose a safer parking spot
Use a locked garage when one is available. Otherwise, park in a visible area with lighting, foot traffic or a security camera. Avoid isolated corners where someone can work around the vehicle without attracting attention. NHTSA also recommends parking in well-lit areas whenever possible.
7) Remove valuables from sight
A thief may break into a car without planning to steal the entire vehicle. Take phones, laptops, wallets and bags with you. Do not leave a spare key or garage remote inside the car. NHTSA warns that thieves commonly target electronics and other items they can quickly resell.
Kurt’s key takeaways
Nancy’s question highlights the biggest problem with this vulnerability. Many drivers have no idea that a KARR or SWDS device may be hiding in their vehicle. You will not find a KARR code inside your vehicle’s settings. Look for a sticker on the driver-side window and a small aftermarket button below the dashboard. Then check your paperwork and ask the selling dealer to search your VIN. The flaw can unlock a vulnerable vehicle and interfere with its security features from nearby. It cannot start the engine by itself or shut down a moving car. Still, unlocking the doors may give a thief the access needed to try another method. Fortunately, KARR has released a firmware update. Install it through the official KARR Security app. When you no longer want the system, arrange professional removal rather than pulling wires yourself.
Should dealerships have to tell you about every connected device installed in your car, even when you decline to purchase the service? Let us know by writing to us at CyberGuy.com.
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Copyright 2026 CyberGuy.com. All rights reserved.
Technology
An Amazon data center could have the worst polluting power plant in the country
To power its new West Texas data center, Amazon is investing in the construction of a new power plant that could be one of the largest single producers of greenhouse gases in the US, according to the New York Times. The new gas-burning plant in Pecos County, Texas has received significant investment from Amazon and, at least initially, would not be connected to the state’s power grid. Instead, its 35 natural-gas turbines would primarily deliver its 7.65 gigawatts of electricity to the new data center.
According to Cleanview, which tracks data centers and their associated power projects, GW Ranch received a permit from Texas allowing for the emission of up to 33 million tons of CO2, more than even the largest coal plant in the country. Plants rarely emit as much greenhouse gas as their permits allow, but it’s still notable that the restrictions on its pollution levels are so lax. Amazon has confirmed that it purchased the site and plans to purchase power from GW Ranch.
Even if the GW Ranch site only emits a portion of the greenhouse gases it’s permitted to, it would still represent a significant setback for Amazon’s Climate Pledge. Jeff Bezos pledged to make his company carbon neutral by 2040. However, its emissions have climbed for several years in a row due to the demands of AI. Amazon spokeswoman Margaret Callahan told the New York Times that, “The world looks different now than when we co-founded the climate pledge,” but that, “our commitment hasn’t changed.”
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