California Firefighters Use AI to Battle Wildfires

Computers are 'learning' how to spot smoke from wildfires in California, giving firefighters a helping hand. Patrick T. Fallon / AFP
Computers are 'learning' how to spot smoke from wildfires in California, giving firefighters a helping hand. Patrick T. Fallon / AFP
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California Firefighters Use AI to Battle Wildfires

Computers are 'learning' how to spot smoke from wildfires in California, giving firefighters a helping hand. Patrick T. Fallon / AFP
Computers are 'learning' how to spot smoke from wildfires in California, giving firefighters a helping hand. Patrick T. Fallon / AFP

When a wildfire erupted in the middle of a recent California night, it could have been a disaster.

But thanks to a new monitoring system that uses artificial intelligence to scan for danger, firefighters were able to quell the blaze long before it got out of hand.

"It was less than a quarter acre," Captain Kris Yeary of Cal Fire told AFP.

"Had the AI not alerted us to it, it could have gotten much bigger."

Yeary, who is responsible for organizing firefighting over an area that includes Mount Laguna, around 40 miles (65 kilometers) east of San Diego, sprang into action around 3am on August 5 after a call from colleagues at a command center.

Computers watching live feeds from the Cleveland National Forest spotted what their algorithm had been taught to understand was a column of smoke.

Human operators were able to verify the machines were correct and alerted Yeary, whose firefighters quickly extinguished the flames.

"It could have been a devastating fire," he said.

Artificial intelligence

Artificial intelligence is a rapidly developing field of computing that seeks to mimic human abilities to "think."

Unlike a traditional computer, which can only produce answers based on the concrete information it has, AI can infer answers, using experience it has gained from similar problems it has seen before -- similar to a human being.

Over the last few years, its application has spread to include areas as diverse as weather forecasting, stock-picking, art and journalism.

That has brought with it worries from people who fear it will do them out of their jobs -- the writers' and actors' strike currently paralyzing Hollywood is in part about the use of AI in films and television.

But firefighters battling California's wildfires say they will take all the help they can get.

"AI is just another tool for us," said Yeary. "It's never going to replace firefighters."

Promising results

California experiences thousands of fires every year, which torch hundreds of thousands -- sometimes millions -- of acres (hectares).

Over the last decade, blazes have claimed more than 200 lives, and destroyed thousands of homes and businesses, wreaking billions of dollars of damage.

For several years firefighters have used a network of more than 1,000 cameras to monitor possible fire hotspots.

Since the end of June, the ALERTCalifornia system has had AI computers "watching" these feeds, and flagging to human operators when they see wisps of smoke that could be a fire -- with promising results.

"Our success metric is the fires you never hear about," says Neal Driscoll, who heads the project for the University of California San Diego.

"We beat 911 calls about 40 percent of the time. And it's going to get better."

The addition of AI has meant each firefighter watching the dozens of feeds they are responsible for now has a helping hand.

When the software believes it detects smoke, it displays a small red rectangle on the screen, and offers a percentage indicating its degree of certainty.

It is then up to the operator to confirm the seriousness of the alert -- and weed out any confusion.

Currently, the system can erroneously flag dust raised by tractors, insects in front of the camera or even a bit of fog.

"When a cloud will go over... it can cast a shadow on the ground and sometimes (the computer) can actually think that that's possibly smoke," says Suzann Leininger, an intelligence specialist at Cal Fire.

The feedback that experts like Leininger give -- no, that's just a bit of weather -- is helping the AI to get better at what it does.

But even in its current state, it's a boon.

"It's getting us time to react in a faster manner," says Leininger.

And when you're talking about fire, time can be everything.

Climate change
As California grapples with the effects of human-caused climate change, fires are becoming bigger and more destructive.

The state has experienced 18 of its 20 largest wildfires on record in the last two decades.

With terrifying blazes ripping through Europe, Canada and Hawaii this year, the devastating impact of the changing climate is becoming ever-more apparent worldwide.

"I think that as we see these devastations in other areas, like in Greece, and Maui, that systems like this that provide early confirmation will be a step in the right direction," says Driscoll of UC San Diego.

Faced with the scale of the threat, the scientist has chosen to grant public access to the data on his platform, so that other companies or academics can work on it.

"We need to leverage all of our assets and work together, because extreme climate is bigger than any one of us."



Nvidia, Joining Big Tech Deal Spree, to License Groq Technology, Hire Executives

The Nvidia logo is seen on a graphic card package in this illustration created on August 19, 2025. (Reuters)
The Nvidia logo is seen on a graphic card package in this illustration created on August 19, 2025. (Reuters)
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Nvidia, Joining Big Tech Deal Spree, to License Groq Technology, Hire Executives

The Nvidia logo is seen on a graphic card package in this illustration created on August 19, 2025. (Reuters)
The Nvidia logo is seen on a graphic card package in this illustration created on August 19, 2025. (Reuters)

Nvidia has agreed to license chip technology from startup Groq and hire away its CEO, a veteran of Alphabet's Google, Groq said in a blog post on Wednesday.

The deal follows a familiar pattern in recent years where the world's biggest technology firms pay large sums in deals with promising startups to take their technology and talent but stop short of formally acquiring the target.

Groq specializes in what is known as inference, where artificial intelligence models that have already been trained respond to requests from users. While Nvidia dominates the market for training AI models, it faces much more competition in inference, where traditional rivals such as Advanced Micro Devices have aimed ‌to challenge it ‌as well as startups such as Groq and Cerebras Systems.

Nvidia ‌has ⁠agreed to a "non-exclusive" ‌license to Groq's technology, Groq said. It said its founder Jonathan Ross, who helped Google start its AI chip program, as well as Groq President Sunny Madra and other members of its engineering team, will join Nvidia.

A person close to Nvidia confirmed the licensing agreement.

Groq did not disclose financial details of the deal. CNBC reported that Nvidia had agreed to acquire Groq for $20 billion in cash, but neither Nvidia nor Groq commented on the report. Groq said in its blog post that it will continue to ⁠operate as an independent company with Simon Edwards as CEO and that its cloud business will continue operating.

In similar recent deals, Microsoft's ‌top AI executive came through a $650 million deal with a startup ‍that was billed as a licensing fee, and ‍Meta spent $15 billion to hire Scale AI's CEO without acquiring the entire firm. Amazon hired ‍away founders from Adept AI, and Nvidia did a similar deal this year. The deals have faced scrutiny by regulators, though none has yet been unwound.

"Antitrust would seem to be the primary risk here, though structuring the deal as a non-exclusive license may keep the fiction of competition alive (even as Groq’s leadership and, we would presume, technical talent move over to Nvidia)," Bernstein analyst Stacy Rasgon wrote in a note to clients on Wednesday after Groq's announcement. And Nvidia CEO Jensen Huang's "relationship with ⁠the Trump administration appears among the strongest of the key US tech companies."

Groq more than doubled its valuation to $6.9 billion from $2.8 billion in August last year, following a $750 million funding round in September.

Groq is one of a number of upstarts that do not use external high-bandwidth memory chips, freeing them from the memory crunch affecting the global chip industry. The approach, which uses a form of on-chip memory called SRAM, helps speed up interactions with chatbots and other AI models but also limits the size of the model that can be served.

Groq's primary rival in the approach is Cerebras Systems, which Reuters this month reported plans to go public as soon as next year. Groq and Cerebras have signed large deals in the Middle East.

Nvidia's Huang spent much of his biggest keynote speech of 2025 arguing that ‌Nvidia would be able to maintain its lead as AI markets shift from training to inference.


Italy Watchdog Orders Meta to Halt WhatsApp Terms Barring Rival AI Chatbots

The logo of Meta is seen at Porte de Versailles exhibition center in Paris, France, June 11, 2025. (Reuters)
The logo of Meta is seen at Porte de Versailles exhibition center in Paris, France, June 11, 2025. (Reuters)
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Italy Watchdog Orders Meta to Halt WhatsApp Terms Barring Rival AI Chatbots

The logo of Meta is seen at Porte de Versailles exhibition center in Paris, France, June 11, 2025. (Reuters)
The logo of Meta is seen at Porte de Versailles exhibition center in Paris, France, June 11, 2025. (Reuters)

Italy's antitrust authority (AGCM) on Wednesday ordered Meta Platforms to suspend contractual terms ​that could shut rival AI chatbots out of WhatsApp, as it investigates the US tech group for suspected abuse of a dominant position.

A spokesperson for Meta called the decision "fundamentally flawed," and said the emergence of AI chatbots "put a strain on our systems that ‌they were ‌not designed to support".

"We ‌will ⁠appeal," ​the ‌spokesperson added.

The move is the latest in a string by European regulators against Big Tech firms, as the EU seeks to balance support for the sector with efforts to curb its expanding influence.

Meta's conduct appeared capable of restricting "output, market ⁠access or technical development in the AI chatbot services market", ‌potentially harming consumers, AGCM ‍said.

In July, the ‍Italian regulator opened the investigation into Meta over ‍the suspected abuse of a dominant position related to WhatsApp. It widened the probe in November to cover updated terms for the messaging app's business ​platform.

"These contractual conditions completely exclude Meta AI's competitors in the AI chatbot services ⁠market from the WhatsApp platform," the watchdog said.

EU antitrust regulators launched a parallel investigation into Meta last month over the same allegations.

Europe's tough stance - a marked contrast to more lenient US regulation - has sparked industry pushback, particularly by US tech titans, and led to criticism from the administration of US President Donald Trump.

The Italian watchdog said it was coordinating with the European ‌Commission to ensure Meta's conduct was addressed "in the most effective manner".


Amazon Says Blocked 1,800 North Koreans from Applying for Jobs

Amazon logo (Reuters)
Amazon logo (Reuters)
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Amazon Says Blocked 1,800 North Koreans from Applying for Jobs

Amazon logo (Reuters)
Amazon logo (Reuters)

US tech giant Amazon said it has blocked over 1,800 North Koreans from joining the company, as Pyongyang sends large numbers of IT workers overseas to earn and launder funds.

In a post on LinkedIn, Amazon's Chief Security Officer Stephen Schmidt said last week that North Korean workers had been "attempting to secure remote IT jobs with companies worldwide, particularly in the US".

He said the firm had seen nearly a one-third rise in applications by North Koreans in the past year, reported AFP.

The North Koreans typically use "laptop farms" -- a computer in the United States operated remotely from outside the country, he said.

He warned the problem wasn't specific to Amazon and "is likely happening at scale across the industry".

Tell-tale signs of North Korean workers, Schmidt said, included wrongly formatted phone numbers and dodgy academic credentials.

In July, a woman in Arizona was sentenced to more than eight years in prison for running a laptop farm helping North Korean IT workers secure remote jobs at more than 300 US companies.

The scheme generated more than $17 million in revenue for her and North Korea, officials said.

Last year, Seoul's intelligence agency warned that North Korean operatives had used LinkedIn to pose as recruiters and approach South Koreans working at defense firms to obtain information on their technologies.

"North Korea is actively training cyber personnel and infiltrating key locations worldwide," Hong Min, an analyst at the Korea Institute for National Unification, told AFP.

"Given Amazon's business nature, the motive seems largely economic, with a high likelihood that the operation was planned to steal financial assets," he added.

North Korea's cyber-warfare program dates back to at least the mid-1990s.

It has since grown into a 6,000-strong cyber unit known as Bureau 121, which operates from several countries, according to a 2020 US military report.

In November, Washington announced sanctions on eight individuals accused of being "state-sponsored hackers", whose illicit operations were conducted "to fund the regime's nuclear weapons program" by stealing and laundering money.

The US Department of the Treasury has accused North Korea-affiliated cybercriminals of stealing over $3 billion over the past three years, primarily in cryptocurrency.