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From spark to inferno: New model inspired by forest fires could explain why some ideas go viral
Sree VijaykumarWhen a rumor or a fad becomes popular, the quality of the fad itself changes because more people are doing it, which helps spread it further, according to a new model. Image: depositphotos.com

From conspiracy theories to new fashion trends, some online ideas explode in hours—capturing attention and shaping discourse—while others hardly gain attention. What makes some ideas go viral while others fizzle out? A recent study in Physical Review Letters sheds new light on this question. Researchers from the University of Vermont and the Santa Fe Institute devised a model that treats a piece of information not as static and unchanged as it spreads, but one that gains or loses strength in the course of propagation, much like a forest fire. Unlike traditional models which treat a joke, idea, or even a virus as fixed while it is circulating, this new model shows that the ability of an idea to shift in intensity during transmission is what can lead to the viral patterns seen online.

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Supreme Court to run out of funding due to shutdown
Supreme Court to run out of funding due to shutdown
The Supreme Court is about to run out of money, with federal courts across the country expected to run out by early next week because of the government shutdown. The nation's top court "expects to run out of funding on October 18," Patricia McCabe, Supreme Court public information officer, told The Hill. "As a result,...


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Trump had to choose between Israel and Qatar. He chose Qatar - FT
Trump had to choose between Israel and Qatar. He chose Qatar - FT
Gaza's future hangs in the balance. But while a fragile ceasefire holds, it looks like Israel has lost influence over the peace process, writes Lawrence Freedman


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The prisoner Israel won't free - FT
The prisoner Israel won't free - FT
Marwan Barghouti, whom Palestinian admirers have called their 'Mandela', not part of Gaza deal swap


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How a handyman's wife helped an Hermes heir discover he'd lost $15 billion - WSJ
How a handyman's wife helped an Hermes heir discover he'd lost $15 billion - WSJ
Nicolas Puech says his wealth manager isolated him from friends and family and siphoned away a massive fortune. Then came the clue that began to reveal the deception.


 
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The UPS Chaos Shows Tariffs Have Finally Arrived on Our Doorsteps - BI
The UPS Chaos Shows Tariffs Have Finally Arrived on Our Doorsteps - BI
Rich DeThomas never thought ordering wine from Italy would be this complicated.


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Could AI help identify skill in fund managers?
Could AI help identify skill in fund managers?
As the market bubble builds, research shows progress in spotting investors who produce fundamental value


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Blackstone says Wall Street is complacent about AI disruption - FT
Blackstone says Wall Street is complacent about AI disruption - FT
Jonathan Gray says private capital group has put risks from the technology 'top of our list' when evaluating deals


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Parents will be able to block Meta bots from talking to their children under new safeguards
Parents will be able to block Meta bots from talking to their children under new safeguards
Measures come amid concern generative AI characters are having inappropriate conversations with under-18s


 
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What are rare earths and critical minerals - explained in 30 seconds
What are rare earths and critical minerals - explained in 30 seconds
Rare earths are a specific category of critical minerals crucial for defence, auto and electronic industries that have become a flashpoint in diplomacy and trade


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Do AIs think differently in different languages?
Do AIs think differently in different languages?
What I learned by asking chatbots questions in Chinese, Arabic, and Hindi


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Stanford Professor Gives Advice About Getting a Job in AI - Business Insider
Stanford Professor Gives Advice About Getting a Job in AI - Business Insider
AI job seekers should build real projects using public data sets, said Stanford professor Jure Leskovec.


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How the Brain Moves From Waking Life to Sleep (and Back Again) | Quanta Magazine
How the Brain Moves From Waking Life to Sleep (and Back Again) | Quanta Magazine
Neuroscientists probing the boundary between sleep and awareness are finding many types of liminal states, which help explain the sleep disorders that can result when sleep transitions go wrong.


 
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How Guardant Developed a Blood Test for Cancer - Business Insider
How Guardant Developed a Blood Test for Cancer - Business Insider
Guardant Health has the first FDA-approved liquid biopsy that can spot colon cancer.Co-CEO Helmy Eltoukhy tells Business Insider the story of how they used Silicon Valley strategy to build it.


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How Ukraine's Interceptor Drones Are Transforming Air Defense - BI
How Ukraine's Interceptor Drones Are Transforming Air Defense - BI
About a year into Russia's war, a Ukrainian drone instructor pitched what sounded to troops like science fiction: flying quadcopters into Moscow's scout drones midair.


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China's crackdown on unregistered churches angers US - FT
China's crackdown on unregistered churches angers US - FT
Detention of Zion Church founder and followers underscores Beijing's intolerance of religious freedom


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The attempted assassination of a Russian dissident is foiled in France - WSJ
The attempted assassination of a Russian dissident is foiled in France - WSJ
The alleged plot targeted Vladimir Osechkin, a human-rights activist in exile and a critic of Russian President Vladimir Putin.


 
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Artificial intelligence, Armageddon and the Antichrist - WSJ
Artificial intelligence, Armageddon and the Antichrist - WSJ
As technology advances, Peter Thiel asks the same big questions people were asking 2,000 years ago.


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Galleri test: Exciting results from blood test for 50 cancers
Galleri test: Exciting results from blood test for 50 cancers
The Galleri test looks for fragments of DNA that have broken off a tumour and are circulating in the blood.


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Carbon credits are failing to help with climate change - here's why
Carbon credits are failing to help with climate change - here's why
The idea that emissions can be offset through projects that claim to avoid releases or to remove carbon dioxide from the atmosphere is fatally flawed.


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Chatbots Turn Explicit in a Bid to Attract Paying Customers | TIME
Chatbots Turn Explicit in a Bid to Attract Paying Customers | TIME
OpenAI will allow verified adults to access erotic ChatGPT experiences raising new safety and ethics questions for AI users.


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Jeep Wrangler 4xe Owners Still Waiting for Answers a Week after an Update Bricked Their Cars
Jeep Wrangler 4xe Owners Still Waiting for Answers a Week after an Update Bricked Their Cars
Over-the-air software updates can be handy. They can also be a nightmare.


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Wall Street's Rising Stars Share How They Avoid Burnout - Business Insider
Wall Street's Rising Stars Share How They Avoid Burnout - Business Insider
Early morning exercise, screen breaks, and time for family came up often.


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Deloitte to pay $34mn over audit work on US nuclear fiasco - FT
Deloitte to pay $34mn over audit work on US nuclear fiasco - FT
Former shareholders in utility said Big Four firm failed to spot red flags and allowed management to hide mounting issues


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After Stellantis dumps Canada for $13 billion move to U.S., Ontario premier urges fight back against 'real piece of work' Trump | Fortune
Ontario Premier Doug Ford blamed Trump for the company's decision to shift production of the SUV from Brampton, Ontario, to Illinois.


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With rare earths, deft diplomacy (and ample flattery), Pakistan shows how to deal with Trump 2.0 | CNN
With rare earths, deft diplomacy (and ample flattery), Pakistan shows how to deal with Trump 2.0 | CNN
As US President Donald Trump took a victory lap in front of world leaders following the Gaza ceasefire on Monday, he gave a shout-out to Pakistan's top soldier, calling him his "favorite field marshal."


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Lebanese judge order release of Gaddafi's son on $11m bail
Lebanese judge order release of Gaddafi's son on $11m bail
A Lebanese judge has ordered the release of he son of Libya's late leader Moammar Gadhafi on condition he pay $11 million bail. Hannibal Gadhafi has been held in Lebanon for a decade without charge. His lawyers have said he has been ill in his cell at police headquarters in Beirut. On Friday, judicial officials said he was taken to the Justice Palace in Beirut, where Judge Zaher Hamadeh ordered his release once the bail condition is met. One of his lawyers said Gadhafi does not have the money or access to accounts to pay the bail.


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Mongolian PM ousted after 4 months
Mongolian PM ousted after 4 months
Mongolia's parliament has ousted Prime Minister Zandanshatar Gombojav in a power struggle within the ruling party. On Friday, opponents passed a resolution dismissing him and the parliament also approved the resignation request of its speaker, Amarbayasgalan Dashzegve, who is Zandanshatar's chief rival. The political upheaval comes at a critical time as the budget for next year remains unpassed. Teachers have gone on strike demanding salary hikes, and doctors are threatening to follow. The feud began after Zandanshatar lost an election to be party leader to Amarbayasgalan.


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Houthi military chief dies, group says, and Israel claims responsibility | The Times of Israel
Houthi military chief dies, group says, and Israel claims responsibility | The Times of Israel
Israel 'will reach everyone who has tried to harm us,' PM boasts; Katz claims Muhammad al-Ghamari joins friends in 'depths of hell' after he was killed in August strike


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Senior Hamas official: Terror group can't commit to disarm, is open to 3-5 year truce | The Times of Israel
Senior Hamas official: Terror group can't commit to disarm, is open to 3-5 year truce | The Times of Israel
Doha-based politburo member says Hamas intends to maintain control of Gaza for 'transitional phase,' defends summary executions; PM's office: 'No ifs, no buts' on disarmament


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Afghanistan, Pakistan to hold peace talks in Doha after fierce fighting, says Afghan government spokesperson
Afghanistan and Pakistan will hold peace talks in Doha on Saturday, an Afghan government spokesperson said, after the countries extended a ceasefire to their fierce fighting.


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Walmart is deploying millions of IoT sensors across U.S.
Walmart is deploying millions of ambient Internet of Things battery-free sensors throughout its U.S. supply chain to enhance services and add efficiencies.


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Britains's AI gold rush hits a wall: not enough electricity
Britains's AI gold rush hits a wall: not enough electricity
: Energy Secretary Miliband promises renewable utopia for green and pleasant land... filled with datacenters


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Army Corps of Engineers pausing $11 billion in projects over shutdown: Vought
President Donald Trump and OMB Director Russell Vought have described the government shutdown as an "opportunity" to slash the federal bureaucracy.


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Goldman economists on the Gen Z hiring nightmare: 'Jobless growth' is probably the new normal | Fortune
"History also suggests that the full consequences of AI for the labor market might not become apparent until a recession hits."


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Texas now restricts Chinese nationals from buying property. Is it alien land laws all over again?
Texas now restricts Chinese nationals from buying property. Is it alien land laws all over again?
Senate Bill 17 prohibits many people and businesses from China, Iran, Russia and North Korea from buying most types of real estate


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Walking backward puts a new twist on a familiar fitness routine
Walking backward puts a new twist on a familiar fitness routine
Backward walking, also known as retro walking or reverse walking, adds variety to an exercise routine. Turning around not only provides a change of view, but also makes different demands on your body. While taking a brisk walk can have impressive mental and physical benefits, hoofing it for your health may feel repetitive and even boring after a while. Backward walking can be done on or off a treadmill, solo or with a partner. It can serve as a warmup or a mini form of cross-training. Experts say the key is to start off slowly.


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Survivors of airstrike on alleged drug boat in Caribbean held on US navy ship, officials say
Survivors of airstrike on alleged drug boat in Caribbean held on US navy ship, officials say
It's unclear whether survivors will be treated as prisoners of war or criminal defendants by US military


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Mike Waltz says U.S. to help recover missing hostage remains in Gaza
Mike Waltz says U.S. to help recover missing hostage remains in Gaza
As return of hostages' remains complicates Israel-Hamas ceasefire, Waltz says "entire task force" to help find missing, including 2 Americans.


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More on US Pedestrian Deaths
More on US Pedestrian Deaths
Last week I wrote about the unexplained rise in pedestrians killed by motor vehicles in the US.


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ChatGPT's mobile app is seeing slowing download growth and daily use, analysis shows
ChatGPT's mobile app is seeing slowing download growth and daily use, analysis shows
ChatGPT's mobile app may have reached its growth peak, according to new data from app intelligence firm Apptopia.


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'Finances are getting tighter': US car repossessions surge as more Americans default on auto loans
'Finances are getting tighter': US car repossessions surge as more Americans default on auto loans
Wall Street sounds alarm over strain throughout car lending market as experts warn of potential risks for wider economy


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Promoted on Sunday, Fired on Monday: Inside a NASA office's sudden closure | The Planetary Society
Promoted on Sunday, Fired on Monday: Inside a NASA office's sudden closure | The Planetary Society
As thousands leave the space agency, two ex-NASA workers give an inside account of how their office was abruptly shut down.


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America's EV Charging Network Has a Reliability Problem
America's EV Charging Network Has a Reliability Problem
A new ChargerHelp report finds that nearly a third of U.S. EV charging attempts fail despite high uptime rates, highlighting software interoperability issues and aging infrastructure as key barriers to reliability.


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'No Kings' Protests Against Trump Draws Thousands Across the U.S.
'No Kings' Protests Against Trump Draws Thousands Across the U.S.
Large numbers turned out at ‘No Kings’ rallies on Saturday that were scheduled in more than 2,600 cities and towns.


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The Risk That Built America
The Risk That Built America
Speculation isn’t a bug in America’s economic code, but a crucial component part of the engine, writes Andrew Ross Sorkin.


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Venezuela Announces Sweeping Military Exercises as U.S. Escalates Pressure
Venezuela Announces Sweeping Military Exercises as U.S. Escalates Pressure
President Nicolás Maduro this week called on civilians to help the country defend itself, while his defense minister warned citizens to “prepare for the worst.”


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US military to move survivors of strike on alleged drug boat in Caribbean to nearby countries
US military to move survivors of strike on alleged drug boat in Caribbean to nearby countries
In a letter this week to the United Nations’ 15-member security council, seen by Reuters, Venezuela’s UN ambassador, Samuel Moncada, asked for a UN determination that the US strikes off its coast are illegal and to issue a statement backing Venezuela’s sovereignty.


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Australian banks ignore thousands of customers' hardship requests
Australian banks ignore thousands of customers' hardship requests
In 2025, Afca found the bank had no right to take that action before responding to the financial hardship requests, requiring the bank to pay $2,250 in compensation and refund any enforcement costs and default rates of interest it had charged the borrower.


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Republicans mostly silent as millions of Americans protest Trump on No Kings day
Republicans mostly silent as millions of Americans protest Trump on No Kings day
Republican leaders disparaged rally-goers as “communists” and “Marxists”, and claimed that centrist Democrats, including the senate minority leader Chuck Schumer, who marched in New York, were being held political hostage by the far left.



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