Collision

198 papers · Page 1 of 4

Collision / Category lead

GPT-5.4 Pro used von Mangoldt chains to solve several of the most difficult number theory conjectures.

A high-level AI model identified a specific method that human mathematicians overlooked since the problem was first posed in the 20th century. Paul Erdős offered cash prizes for these proofs because he believed they touched on the deepest properties of divisibility and prime numbers. These primitive sets are collections of integers where no number divides another, and their density was a central mystery in number theory for eighty years. The AI suggestion successfully bridged the gap between these sets and the distribution of primes, resolving multiple long-standing conjectures at once. This breakthrough suggests that future mathematical discoveries will increasingly rely on machine-led intuition to solve problems humans find too complex. It marks the first time a major unsolved conjecture has been cracked using a strategy explicitly proposed by an artificial intelligence.

By SeriesFusion Editorial Board · May 4, 2026

Filter by desk: AI Computing Robotics Math Quantum Physics Space Earth Chemistry Engineering Ecology Biology Neuroscience Health Psychology Economics Society

The tiny tunnels of water inside your cells are performing the same math used by quantum computers to crack passwords.

ChatGPT-5.5-Pro provided a formal proof for a rare math error that human mathematicians then verified as a major discovery.

Rice plants use the exact same chemical sensor as human immune systems to detect bacterial attacks, even though our lineages split over a billion years ago.

The 2008 financial crisis and the Fukushima nuclear disaster were caused by the exact same mathematical formula.

Finger tapping allows the human brain to see things that are normally invisible due to a biological blind spot.

A traffic jam is not just a bunch of slow cars, but a physical change of state similar to water freezing into ice.

AI models trained to recognize different animal sounds can now be mathematically added together to create a master classifier without sharing any raw data.

A synthetic pain receptor chip can now be wired directly into a Mimosa pudica plant to control its physical movements.

The mathematical geometry of a single quantum bit is perfectly identical to the physics of an object moving at the speed of light.

The way a neural network learns is mathematically identical to a particle exploring every possible path through the universe.

Deepfake images violate the laws of physics by existing in high-energy states that natural images never touch.

A stock market crash behaves exactly like a block of ice melting into water.

The electrical signals in your muscles have a secret grammar that AI can learn just like a human language.

A neural network discovered a weird breathing mathematical pattern that human experts didn't even know was possible.

Financial markets behave more like noisy radio signals than statistical distributions, allowing engineering tools to predict price movements.

A new video AI intentionally unlearns the laws of physics to master the smears and impact frames of human animation.

Water can be modeled as an elastic solid to perfectly simulate how it interacts with rock in high-pressure environments.

Malicious computer code can now be hidden inside synthetic DNA and triggered when a scientist sequences the sample.

A single network of cracks in the fabric of space explains both the speed of the universe and the mysterious humming of gravitational waves.

A machine-checked proof has finally shown that a $40$ year old philosophical debate about Spinoza metaphysics cannot be settled with logic alone.

A computer program can solve human moral disagreements more consistently than a room full of people voting on who is right.

Machine learning can now predict the behavior of quantum systems without ever needing to know the rules of the experiment.

A differentiable physics framework can mathematically optimize the shape and cooking temperature of a hamburger to ensure perfectly even heating.

A theory of how the human brain avoids surprises just cut the error rate of AI models by 38% during sudden topic changes.

A fundamental rule of statistics has been hiding a secret connection to five-dimensional physics and the behavior of subatomic particles.

Certain stars made of light can contain quantum scars that refuse to follow the standard laws of heat and chaos.

The golden ratio can be used to calculate the mass of a black hole and the expansion of the universe with near-perfect precision.

Frozen weights from a text-only model can move a robot arm without ever seeing a single image.

Amazon delivery lockers increase the physical disorder of a city by making shoppers do the final leg of the journey.

The modern Transformer architecture runs on the exact same five math operations as a spiking computer from 2007.

A specific enzyme in body fat predicts how fast ALS will destroy a person's nervous system.

Simple decision trees and complex image generators are actually the exact same thing mathematically.

A single broken circuit in the brain's reward center causes both early life obesity and chronic impulsivity.

A single mathematical formula now bridges the gap between how brains learn, how markets settle, and how heat moves.

Human political structures from history are the key to unlocking better performance in AI swarms.

New hardware chips use the physical properties of glass to perform division and addition at the speed of thought.

AI agents are now designing and running their own experiments to settle scientific debates without any human help.

A nuclear fusion reactor can be controlled by a computer that thinks like a human brain to keep the reaction alive.

A complex 3D geometric link can now be identified without ever having to draw it or see it.

Two quantum systems can coordinate their actions perfectly even when they have no memory of what happened before.

High-level algebra can now spot Alzheimer's disease in a brain scan without having to compare it to a standard template.

Human governments and laws are not just social ideas, but are biological adaptations designed to stop natural selection from working.

A new mathematical dictionary links the way paths wander randomly in a plane to the shape of three-dimensional space.

Millions of Chinese youth were sent to the countryside between 1955 and 1980 because the nation's entropy budget was on the verge of collapse.

Educational bureaucracies use the laws of thermodynamics to protect parasitic networks and defeat attempts at reform.

Cold Rubidium-85 atoms can process 3D video at 125,000 frames per second by storing information as quantum coherence.

Women in patriarchal companies use the system's own rigid constraints to turn those organizations into tools for their own change.

The core mechanism of the world's most powerful AI models might be happening naturally inside the cells of your brain.

Complex symbolic thoughts can be perfectly converted into a single beam of light or sound.

New AI models can now tell the difference between a real smile and one that is hiding a secret grudge.