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."



Founder of Chinese Startup Spirit AI Says Robot Brains Set for 2027 Breakthrough

FILE PHOTO: The words "AI Artificial Intelligence," a keyboard and a robotic hand are shown in this illustration created on June 5, 2026. REUTERS/Dado Ruvic/Illustration/File Photo
FILE PHOTO: The words "AI Artificial Intelligence," a keyboard and a robotic hand are shown in this illustration created on June 5, 2026. REUTERS/Dado Ruvic/Illustration/File Photo
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Founder of Chinese Startup Spirit AI Says Robot Brains Set for 2027 Breakthrough

FILE PHOTO: The words "AI Artificial Intelligence," a keyboard and a robotic hand are shown in this illustration created on June 5, 2026. REUTERS/Dado Ruvic/Illustration/File Photo
FILE PHOTO: The words "AI Artificial Intelligence," a keyboard and a robotic hand are shown in this illustration created on June 5, 2026. REUTERS/Dado Ruvic/Illustration/File Photo

Humanoid robot brains are likely to achieve a breakthrough as soon as mid-2027, but their deployment in homes could take at least eight years as model development faces a data bottleneck, leading Chinese embodied AI firm Spirit AI said this week.

Despite impressive hardware advances allowing Chinese humanoids to sprint, dance and do backflips on command, Chinese robot firms are increasingly focusing on the software that determines robots' intelligence and their economic productivity in real-world settings.

"The brain is indeed the weakest link in the complete robotics stack," Gao Yang, co-founder and chief scientist of Spirit AI, told Reuters at its Beijing offices on Thursday.

An industry breakthrough comparable to ⁠OpenAI's landmark GPT-3.0 model, ⁠which powered ChatGPT, could come around mid-2027, said Gao. Spirit AI's robots have achieved a 90% success rate for simple tasks in structured living-room environments.

"The next one to two years mark the initial window for industrial applications. Two years from now, we'll see robots deployed in commercial service settings doing simpler tasks. Entering homes is far harder than both," said Gao, who is also an assistant professor of robotics at Tsinghua University.

Spirit AI ⁠currently has tens of its own Moz1 wheeled humanoid robots deployed on production lines at battery maker CATL and retailer JD.com, which is also an investor.

The 300-person startup has raised over $670 million since its 2024 founding, making it one of China's most rapidly capitalized embodied intelligence firms. It is currently valued at 20 billion yuan ($2.9 billion). Gao declined to comment on any plans for an initial public offering.

"Progress is extremely fast. When Spirit AI was founded, a robot could perform only one isolated task well, like pouring water or folding a piece of clothing," said Gao.

"Today, robots operate across large spatial areas and execute continuous complex workflows."

Difficulties remain in perfecting fine-motor actions like unscrewing a bottle cap ⁠and dealing with ⁠unseen tasks, he said. Spirit AI overwhelmingly relies on real-world data to train its robot brains instead of virtual simulations, which many competitors use to reduce model training costs.

"Simulators handle rigid bodies well, but flexible objects like deformable electric cables remain a problem," said Gao.

The company employs around 1,000 contractors nationwide using wearable data-collection equipment in households and on production lines.

Its Beijing offices include a robot data training center where a Reuters witness saw dozens of young people fitted with sensors who repeated motions like opening fridges, unlocking safes, and cutting vegetables with knives to train the humanoid robots.

In other robot-training facilities in China, operators may need to repeat a movement more than 50 times to get one "clean" movement with the required precision.

However, Spirit AI found that using "dirty data" with a more diverse range of motions enabled its models to improve faster, Gao said.


AI Doomsday Warnings Unlikely to Slow IPOs but Questions Linger

FILE PHOTO: AI (Artificial Intelligence) letters are placed on computer motherboard in this illustration taken, June 23, 2023. REUTERS/Dado Ruvic/Illustration/File Photo
FILE PHOTO: AI (Artificial Intelligence) letters are placed on computer motherboard in this illustration taken, June 23, 2023. REUTERS/Dado Ruvic/Illustration/File Photo
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AI Doomsday Warnings Unlikely to Slow IPOs but Questions Linger

FILE PHOTO: AI (Artificial Intelligence) letters are placed on computer motherboard in this illustration taken, June 23, 2023. REUTERS/Dado Ruvic/Illustration/File Photo
FILE PHOTO: AI (Artificial Intelligence) letters are placed on computer motherboard in this illustration taken, June 23, 2023. REUTERS/Dado Ruvic/Illustration/File Photo

Anthropic is expected to beat rival OpenAI to the public markets with a blockbuster IPO later this year despite recent doomsday warnings, but questions remain about their business models and whether regulators should step in.

Concerns about the safety of advanced artificial intelligence models escalated this month after an employee resigned from Anthropic while warning that the industry was "gambling with our lives", said AFP.

Jacob Coxon, who also previously worked at OpenAI, left Anthropic last week amid a flurry of support from his former colleagues, including one who voiced concern about a small probability that AI could cause humanity's extinction.

Last weekend, Anthropic's own CEO Dario Amodei called for AI development to slow down -- but didn't say anything about the IPO.

The fracas forms a backdrop for highly anticipated initial public offerings from both OpenAI and Anthropic.

It's unclear if, or how, either company will address theoretical doomsday scenarios in securities filings, though.

Companies are required to publicly disclose known business risks to investors prior to an IPO.

Anthropic could submit that document to the Securities and Exchange Commission (SEC) as early as this month.

"Are we to believe that there is something that's extremely dangerous that's hiding inside this company because this person that quit said it, and then it was amplified by a bunch of people" who still work there, All-In podcast co-host Chamath Palihapitiya said last week.

"If it's true... (investors) will demand an enormous discount," said Palihapitiya, a venture capitalist.

Altimeter Capital founder Brad Gerstner, who has shares in both OpenAI and Anthropic, downplayed the concerns this week, arguing that an IPO brings transparency for investors.

"Anthropic will IPO. The market knows how to price risk -- see SpaceX," Gerstner posted on X.

Elon Musk's SpaceX raised a record $85 billion in its June IPO, but its stock has lost around a quarter of its value since peaking at around $202 a share.

"There is huge appetite to invest in the AI leaders," Gerstner added.

- 'Ill-advised' -

How Anthropic's IPO performs will also set the tone for OpenAI's debut next year.

The stakes extend well beyond the two companies themselves, with tech giants including Microsoft, Amazon, Google and Nvidia holding significant stakes in the AI labs.

More broadly, the US economy is increasingly tied to the AI buildout, meaning the success or failure of these IPOs carries weight for the wider economy.

OpenAI CEO Sam Altman said this weekend that the company would delay its own IPO until 2027, citing safety concerns. It's an "ill-advised moment," Altman said.

Before the recent headlines over AI safety, Altman and executives at OpenAI had already signaled that they were in no hurry to go public this year.

The ChatGPT maker's dealmaking appears to be running full speed ahead, nonetheless.

OpenAI is in talks with investors about raising a new round of funding with a valuation of at least $1.2 trillion before it goes public, while Anthropic might seek a $2 trillion valuation in an IPO that could happen as early as October, according to various reports.

Leaders inside OpenAI have been concerned about investor skittishness, broad market uncertainty and SpaceX's underwhelming stock performance, according to media reports.

- 'Massive' -

Also weighing on executives' minds is a proposal by both companies to slow down development, given recent incidents involving AI technology going rogue.

OpenAI CFO Sarah Friar dismissed the idea that a slowing of pace in releasing state-of-the-art technology would impact the company's core business and revenue growth.

"Even if we stop today, the amount of intelligence that's available in the world is massive," Friar told CNBC on Tuesday.

Anthropic also pushed back on the idea that being safety-minded would compromise the IPO.

"I would say safety has been the core of who we are from the very beginning," Anthropic's head of policy, Sarah Heck, said at a Politico conference on Wednesday. "Our investors know that. Our customers know that."


Robots, Smart Technologies Take Center Stage at Saudi Industry Forum

Robots and smart technologies showcased at the Saudi Industry Forum 2026 at the Jeddah Superdome. (SPA)
Robots and smart technologies showcased at the Saudi Industry Forum 2026 at the Jeddah Superdome. (SPA)
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Robots, Smart Technologies Take Center Stage at Saudi Industry Forum

Robots and smart technologies showcased at the Saudi Industry Forum 2026 at the Jeddah Superdome. (SPA)
Robots and smart technologies showcased at the Saudi Industry Forum 2026 at the Jeddah Superdome. (SPA)

The robots and smart technologies showcased at the Saudi Industry Forum 2026 at the Jeddah Superdome attracted visitors, specialists, and investors interested in the latest industrial solutions and their role in improving production efficiency and factory competitiveness, the Saudi Press Agency said on Thursday.

The forum featured live demonstrations of industrial and service robots by national and international companies specializing in automation and smart manufacturing.

The robots demonstrated their ability to perform operational tasks with precision and speed, manage warehouses and production lines, and use artificial intelligence for data analysis and industrial process optimization.

Robotics and artificial intelligence were among the forum’s key themes, reflecting the growing adoption of innovative manufacturing technologies and Fourth Industrial Revolution solutions.

These technologies help build smarter, more efficient, and competitive factories in support of Saudi Vision 2030 and the Kingdom’s efforts to strengthen its position as a global industrial and logistics hub.