Tuesday, 14 Jul 2026
  • Contact
  • Privacy Policy
  • Terms & Conditions
  • DMCA
logo logo
  • World
  • Politics
  • Crime
  • Economy
  • Tech & Science
  • Sports
  • Entertainment
  • More
    • Education
    • Celebrities
    • Culture and Arts
    • Environment
    • Health and Wellness
    • Lifestyle
  • 🔥
  • Trump
  • House
  • White
  • ScienceAlert
  • VIDEO
  • man
  • Trumps
  • Season
  • star
  • Years
Font ResizerAa
American FocusAmerican Focus
Search
  • World
  • Politics
  • Crime
  • Economy
  • Tech & Science
  • Sports
  • Entertainment
  • More
    • Education
    • Celebrities
    • Culture and Arts
    • Environment
    • Health and Wellness
    • Lifestyle
Follow US
© 2024 americanfocus.online – All Rights Reserved.
American Focus > Blog > Tech and Science > Mathematicians’ Chalkboard Writing Shows When Inspiration Strikes
Tech and Science

Mathematicians’ Chalkboard Writing Shows When Inspiration Strikes

Last updated: November 11, 2025 12:10 am
Share
Mathematicians’ Chalkboard Writing Shows When Inspiration Strikes
SHARE

Scientists See ‘Eureka’ Moments in Mathematicians’ Chalkboard Writings

By Matthew Hutson edited by Sarah Lewin Frasier

If you want to know when mathematicians are about to have a breakthrough, you don’t need to look inside their heads. Just watch their movements at a chalkboard.

“I’ve always been super intrigued by this tension between how abstract and conceptual mathematics is, on the one hand, and then just how physical the actual activity of mathematics is,” says Tyler Marghetis, a cognitive scientist at the University of California, Merced. He wondered whether he could use the “manual labor” of math to deduce what was happening in someone’s mind. In a recent study in the Proceedings of the National Academy of Sciences USA, Marghetis and his co-authors borrowed theoretical tools from other fields to show it’s possible.

Complex systems sometimes abruptly change state. It can happen when metals become magnetic, when algae overtake a pond or when a horse goes from a walk to a trot. Often a period of instability precedes the tipping point. Some neuroimaging suggests that such a change also happens in the process of insight—when the brain is stuck in a rut, wobbles and then finds the right track. This study illustrates that process at work.

The researchers recorded six mathematicians at chalkboards as they each spent about 40 minutes working on two math proofs and thinking aloud. Observers made a note each time a solver shifted attention to other parts of the board by writing, erasing or pointing at equations, diagrams, or other inscriptions. In this way, the mathematician and chalkboard together acted as what cognitive scientists would call one extended and semiobservable mind. The researchers also recorded exclamations of insight (“I see!”). By analyzing the data, they found that the places attention shifted to became significantly more unpredictable in the two minutes before a eureka moment. It’s unclear where that unpredictability originated: Either a bubbling idea led solvers to connect puzzle pieces across the board, or solvers had grown frustrated and decided to physically forage for new connections, which sparked a solution. Perhaps it was a mixture of both.

See also  How Taylor Swift is helping botany gain celebrity status

“I think it’s a fun paper,” says Santa Fe Institute physicist and mathematician Cristopher Moore, who studies complex systems and was not involved in the study. “I only wish it helped me figure out how to have more insights,” he adds with a laugh. He’d like to see the study’s statistical approach combined with deep interviews “to build up a rich corpus of what mathematicians were thinking at the time.”

Georgetown University psychologist Shadab Tabatabaeian, the paper’s lead author, imagines a “cool application” of their method: someday computer interfaces that track mouse or eye movements might know when not to disturb someone on the brink of a breakthrough or when to toss a new idea their way.

It’s Time to Stand Up for Science

If you enjoyed this article, I’d like to ask for your support. Scientific American has served as an advocate for science and industry for 180 years, and right now may be the most critical moment in that two-century history.

I’ve been a Scientific American subscriber since I was 12 years old, and it helped shape the way I look at the world. SciAm always educates and delights me, and inspires a sense of awe for our vast, beautiful universe. I hope it does that for you, too.

If you subscribe to Scientific American, you help ensure that our coverage is centered on meaningful research and discovery; that we have the resources to report on the decisions that threaten labs across the U.S.; and that we support both budding and working scientists at a time when the value of science itself too often goes unrecognized.

See also  2 cops hospitalized after stolen car strikes squad car in Lakeview

In return, you get essential news, captivating podcasts, brilliant infographics, can’t-miss newsletters, must-watch videos, challenging games, and the science world’s best writing and reporting. You can even gift someone a subscription.

There has never been a more important time for us to stand up and show why science matters. I hope you’ll support us in that mission.

TAGGED:ChalkboardInspirationMathematiciansShowsStrikesWriting
Share This Article
Twitter Email Copy Link Print
Previous Article Why Kay Barron Left Net-a-Porter for the World of Live Shopping Why Kay Barron Left Net-a-Porter for the World of Live Shopping
Next Article River access pledge ‘too small a step’ River access pledge ‘too small a step’
Leave a comment

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *


The reCAPTCHA verification period has expired. Please reload the page.

Popular Posts

Math puzzle: The conundrum of sharing

This month, we take a virtual tour of a trendy spa that offers a unique…

May 23, 2025

Suze Orman warns these 4 financial blunders will set you back in a major way

Taylor Hill / Getty Images Moneywise and Yahoo Finance LLC may receive commissions or revenue…

October 2, 2025

Get Savannah Guthrie’s Dior Tote Look for Just $39

Savannah Guthrie, known for her polished style on the Today Show, was recently spotted carrying…

March 7, 2025

California exodus strikes again as homebuilding giant pulls out

Yet another billion-dollar company is leaving California. KB Home has revealed plans to relocate its…

April 13, 2026

Poll: Americans draw a new line in the betting bonanza sweeping over Wall Street — politics.

Americans are generally open to betting on events like the World Cup, weather patterns in…

June 22, 2026

You Might Also Like

The Ultimate Foldable… Almost – Tech Advisor
Tech and Science

The Ultimate Foldable… Almost – Tech Advisor

July 14, 2026
Prepare for dangerous air pollution in the Northeast, thanks to Minnesota wildfires
Tech and Science

Prepare for dangerous air pollution in the Northeast, thanks to Minnesota wildfires

July 14, 2026
Machine Learning in Healthcare: A Complete Guide
Tech and Science

Machine Learning in Healthcare: A Complete Guide

July 14, 2026
Louisiana pastor Tony Spell ordered to stay 50 yards from alleged assault victim’s home as bodycam shows him using vile slur to describe him
Crime

Louisiana pastor Tony Spell ordered to stay 50 yards from alleged assault victim’s home as bodycam shows him using vile slur to describe him

July 14, 2026
logo logo
Facebook Twitter Youtube

About US


Explore global affairs, political insights, and linguistic origins. Stay informed with our comprehensive coverage of world news, politics, and Lifestyle.

Top Categories
  • Crime
  • Environment
  • Sports
  • Tech and Science
Usefull Links
  • Contact
  • Privacy Policy
  • Terms & Conditions
  • DMCA

© 2024 americanfocus.online –  All Rights Reserved.

Welcome Back!

Sign in to your account

Lost your password?