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."



Google Pushes Global Agenda to Educate Workers, Lawmakers on AI

 This photograph taken on January 19, 2025, shows a sign of US technology company Google displayed during the World Economic Forum (WEF) annual meeting in Davos. (AFP)
This photograph taken on January 19, 2025, shows a sign of US technology company Google displayed during the World Economic Forum (WEF) annual meeting in Davos. (AFP)
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Google Pushes Global Agenda to Educate Workers, Lawmakers on AI

 This photograph taken on January 19, 2025, shows a sign of US technology company Google displayed during the World Economic Forum (WEF) annual meeting in Davos. (AFP)
This photograph taken on January 19, 2025, shows a sign of US technology company Google displayed during the World Economic Forum (WEF) annual meeting in Davos. (AFP)

Alphabet’s Google, already facing an unprecedented regulatory onslaught, is looking to shape public perception and policies on artificial intelligence ahead of a global wave of AI regulation.

A key priority, one executive told Reuters, comes in building out educational programs to train the workforce on AI.

“Getting more people and organizations, including governments, familiar with AI and using AI tools, makes for better AI policy and opens up new opportunities – it's a virtuous cycle,” said Kent Walker, Alphabet's president of global affairs.

As Google races to best Big Tech rivals including Microsoft-backed OpenAI and Meta in the AI arena, it is mindful of the heavy regulatory scrutiny it faces in its existing businesses in advertising and search.

In the European Union, Google has offered to sell a part of its ad tech business to appease regulators, Reuters reported.

In the US, the Justice Department is attempting to force a breakup of its Chrome Web browser — though it may shift course under the administration of President Donald Trump.

Meanwhile, governments globally are drafting new regulations on issues that could be exacerbated by AI, such as copyright and privacy.

The EU AI Act, which seeks to assess risk and require disclosures from general-purpose AI systems, has received pushback from tech giants that could find themselves in the crosshairs of multibillion-dollar fines. The DOJ has also sought to curtail Google’s advances in AI as a remedy in a federal case that found its search business to be an illegal monopoly.

Google executives see an opportunity to shape the narrative around a technology that has stoked emerging fears of mass job loss.

CEO Sundar Pichai announced in September a $120 million investment fund to build AI education programs. Deputies including Walker and Ruth Porat, president and chief investment officer, are increasingly traveling globally to discuss policy recommendations with governments.

“There’s a lot of upside in terms of helping people who may be displaced by this. We do want to focus on that,” Walker said.

Efforts include expanding Grow with Google, a website that teaches workers skills like data analysis or IT support that are meant to expand their career prospects in technical fields. In December, the company said 1 million people had obtained a certificate for the program. It is adding specialized courses related to AI, such as one geared toward teachers, said program head Lisa Gevelber.

Courses alone are not enough to prepare workers, Walker said. “What really matters is if you have some sort of objective that people are working towards, like a credential that people can use to apply for a job.”

Google wants to increase experimentation on public-private partnerships, he said. The leading example so far, he said, is the “Skilled Trades and Readiness” program, in which the company has partnered with community colleges to train workers for potential jobs constructing data centers. Google is incorporating AI education into the program, he said.

“Ultimately, the federal government will look and see which proofs of concept are playing out – which of the green shoots are taking root,” Walker said. “If we can help fertilize that effort, that’s our role.”

In the long term, Walker said he expects a small fraction of existing jobs to be entirely displaced by AI, citing several studies commissioned by Google, Goldman Sachs and McKinsey. Those studies suggest AI will be incorporated into most jobs in some capacity.

As part of Google's efforts to prepare for this shift, it hired economist David Autor as a visiting fellow to study the impacts of AI on the workforce. Autor said in an interview that AI could be used to create more immersive training programs, akin to flight simulators.

“The history of adult retraining is not particularly glorious,” he said. “Adults don’t want to go back to class. Classroom training is not going to be the solution to a lot of retraining.”