London Daily

Focus on the big picture.
Tuesday, Sep 22, 2026

'Crazy Enough to Be True?': Scientist Suggests Our Universe Can be One Giant Neural Network

'Crazy Enough to Be True?': Scientist Suggests Our Universe Can be One Giant Neural Network

Neural networks inspired by our biological world are now widely used by businesses and analysts. But could it be that our universe is in fact one giant neural network?

A Russian scientist from the University of Minnesota has made a bold claim by saying that on its “most fundamental level” our universe could just be one huge neural network.

“The idea is definitely crazy, but if it is crazy enough to be true? That remains to be seen,” Vitaly Vanchurin, who made the eye-popping claim, told the Futurism portal.

In a paper published in August through arXiv, the Minnesota-based scientist first suggested that the world works through neural networks. Even though the proposal may resemble “the theory of everything," he claims it's actually not that easy to refute it.

“In my theory, everything you see around you is a neural network and so to prove it wrong all that is needed is to find a phenomenon which cannot be modelled with a neural network,” Vanchurin explained.

"It is a very difficult task manly because we know so little about how the neural networks behave and how the machine learning actually works,” the researcher maintains.

His study attempts to find common ground between two competing theories of quantum mechanics and general relativity. Vanchurin believes that his proposal of artificial neural networks governing our world can actually “exhibit approximate behaviours” of two paradigms.

“In this paper I consider another possibility that a microscopic neural network is the fundamental structure and everything else, i.e. quantum mechanics, general relativity and macroscopic observers, emerges from it. So far things look rather promising,” the scientists claims.

Futurism approached various physicists and neural network experts to talk about the scientist’s conclusions – they are, however, skeptical about his work and declined to comment.

Newsletter

Related Articles

0:00
0:00
Close
Andy Burnham Reaffirms UK Net-Zero Target With £30 Million Community Energy Fund
Scottish Labour Leader Backs Rosebank and Jackdaw North Sea Projects
UK Consumer Confidence Falls to Three-Year Low
UK Diesel Prices Approach £2 a Litre as Global Supply Shortages Intensify
Chiltern Railways Returns to Public Ownership as UK Rail Nationalisation Advances
British Museum Faces Questions Over Peter Thiel’s Private Bayeux Tapestry Viewing
Earl Spencer Memoir Excerpts Renew Public Debate Over Diana’s Death
Liberal Democrats Gather in Brighton for Autumn Conference
Mothercare Shares Plunge as Middle East Store Closures Threaten Long-Term Solvency
Kent Police Treat Folkestone Hotel Fire as Suspicious
Caribbean Governments Advance Reparations Campaign Seeking Engagement With Britain
Scottish Labour Leader Backs Rosebank and Jackdaw North Sea Projects
FCA Urges Young Adults to Trace £1.5 Billion in Unclaimed Child Trust Funds
UK Competition Regulator Opens Inquiry Into McCormick-Unilever Foods Deal
Public Inquiry Into Tees, Esk and Wear Valleys Mental Health Failings Set to Begin
Nigel Farage Looks to US Immigration Enforcement Model for UK Border Policy
Chiltern Railways Moves Into Public Ownership
Security Review Raises Concerns Over Sensitive UK Police Data Stored on Microsoft Cloud
Burnham Government Warns of Difficult Autumn Budget as Fiscal Headroom Narrows
Bank of England Holds Rates at 3.75% as Inflation Rises to 3.1%
Ed Sheeran Tour Faces Backlash After Macklemore Is Removed Over Pro-Palestinian Remarks
Vandalism of Traffic Cameras Intensifies Across Parts of England
Nearly 300 Evacuated as Fire Hits Grand Burstin Hotel in Folkestone
King Charles Warns AI Executives About Risks From Uncontrolled Technology
Church of England Apologises for Role in Historical Forced Adoption Practices
UK Debate Over Online Speech Intensifies After Arrest Figures Draw Scrutiny
Oxfordshire Village Holds Symbolic Independence Vote Over Asylum Accommodation Plan
Nigel Farage and Richard Tice Sue National Crime Agency Over Alleged Banking Data Leaks
Apple Introduces Stricter Age Checks for UK Accounts
BBC Cash Reserves Fall 66% to £125 Million as Broadcaster Restructures
McLaren Announces £500 Million UK Investment and Plans 1,000 Jobs
Green Party Wins Historic Gorton and Denton By-Election as Labour Falls to Third
Burnham Government Prepares October Budget Under Growing Fiscal Pressure
UK Energy Suppliers Pull Fixed-Price Deals as Wholesale Markets Turn More Volatile
Bank of England Holds Rates at 3.75% as Middle East Energy Shock Raises Inflation Risks
Addison Lee Founder Loses £20 Million UK Tax Tribunal Case
BrewDog Creditors Face Losses on About £190 Million of Debt
Harrods Seeks to Recover Abuse Compensation Costs From Mohamed Al Fayed’s Estate
Ed Davey Targets Reform UK as Liberal Democrat Conference Opens
Great Britain Retail Sales Rise 0.5% in August
NHS England Approves Life-Extending Treatment for Incurable Breast Cancer
Proposals to Limit NHS ADHD Diagnoses Draw Criticism From Patient Groups
Resolution Foundation Warns of Housing Cost Crunch for Low-Income UK Families
BBC Cash Reserves Fall to Decade Low as Annual Deficit Reaches £121 Million
Millisecond Software Error Triggered Major UK Air Traffic Control Disruption
Twenty Women Underwent Unnecessary Mastectomies During NHS Cancer Care
Sensitive UK Police Data Found Vulnerable to Access by Foreign Actors
British Steel Faces Renewed Pressure for a Long-Term Financial Plan
MPs Urge Government to End Thames Water Restructuring Talks With U.S. Hedge Funds
Andy Burnham Warns of Difficult UK Budget Choices as Inflation Returns to 3.1%
×