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To Have Machines Make Math Proofs, Turn Them Into a Puzzle
Marijn Heule turns mathematical statements into something like Sudoku puzzles, then has computers go to work on them. His proofs have been called “disgusting,” but they go beyond what any human can do.
In a First, AI Models Analyze Language As Well As a Human Expert
If language is what makes us human, what does it mean now that large language models have gained “metalinguistic” abilities?
The Game Theory of How Algorithms Can Drive Up Prices
Recent findings reveal that even simple pricing algorithms can make things more expensive.
Researchers Discover the Optimal Way To Optimize
The leading approach to the simplex method, a widely used technique for balancing complex logistical constraints, can’t get any better.
How One AI Model Creates a Physical Intuition of Its Environment
The V-JEPA system uses ordinary videos to understand the physics of the real world.
To Understand AI, Watch How It Evolves
Naomi Saphra thinks that most research into language models focuses too much on the finished product. She’s mining the history of their training for insights into why these systems work the way they do.
How We Came To Know Earth
Climate science is the most significant scientific collaboration in history. This series from Quanta Magazine guides you through basic climate science — from quantum effects to ancient hothouses, from the math of tipping points to the audacity of climate models.
The Ends of the Earth
Building an accurate model of Earth’s climate requires a lot of data. Photography reveals the extreme efforts scientists have undertaken to measure gases, glaciers, clouds and more.
Self-Assembly Gets Automated in Reverse of ‘Game of Life’
In cellular automata, simple rules create elaborate structures. Now researchers can start with the structures and reverse-engineer the rules.