Pencils Down: Experiments in Education

Latest Articles

‘Stunning’ Percolation Proof Solves Decades-Old Puzzle About Phase Transitions

August 31, 2026

Mathematicians found that a broad class of networks will abruptly shift behavior past a critical point.

Does Computer Science Need Computers?

August 28, 2026

The theoretical side of the field doesn’t require computing machines. But many questions would never have been posed without them.

In Hilbert Space, All Things Are Quantumly Possible

August 26, 2026

To explore quantum phenomena, we must leave the familiar world and enter the abstract realm of Hilbert space.

A New Framework for How the Brain Compresses Our Noisy World

August 24, 2026

An updated view of categorization reflects the modern understanding that the nervous system is more of a prediction engine than a filing cabinet.

‘Huge Breakthrough’ in the Math of Imbalance

For the first time in 30 years, computer scientists have found a better way to allocate objects evenly between two groups.

Are We Thinking Correctly About AI Intelligence?

August 20, 2026

Computer scientist Melanie Mitchell discusses why artificial intelligence doesn’t “think” or “reason” like humans, and how we can create better methods for measuring machine cognition.

Building a Quantum Computer, One Fragile Qubit at a Time

August 19, 2026

No one yet knows which technology will power the quantum computers of the future, but the race to create them has already produced some of science’s most intricate machinery.

Theory of Fluids Enters the 21st Century

August 17, 2026

From the 1800s to the early 2000s, physicists used the same theory to understand the behavior of fluids. Now, using a modern insight, they have redefined fluids from the bottom up.

Q&A

Why Aging May Be a Program, Not a Breakdown

August 14, 2026

By deciphering the molecular signatures of millions of mouse cells, Junyue Cao has found that aging is not haphazard wear and tear but rather a “remodeling of the cell society.”