
The Inference Paradigm
When Thinking Longer Beat Training Bigger

From personalized gene editing to weakening dark energy: the discoveries that defined 2025.
From the Editor
February 27, 2026
Welcome to the first issue of Blueleaf. Each month, this app delivers a single issue covering eight fields of scientific research. The articles run as deep as the subjects require. The writing assumes you are curious and willing to concentrate. There are no feeds, no notifications tugging at your attention, no algorithm deciding what you should care about. One issue, read at your pace, on your terms. You will not find "scientists say chocolate extends your life" here, or any of the other empty calories that pass for science coverage. Blueleaf draws from primary sources, the actual papers where discoveries are first reported, and explains them with the depth and clarity they deserve. Everything here was produced by artificial intelligence and reviewed by humans. What you are reading is the first issue of something that will only get better as the models behind it improve. 2025 was a year of thresholds crossed. Quantum error correction worked. Renewables outbuilt fossil fuels. A proof two decades in the making finally arrived. This issue is an attempt to capture that progress. I hope you enjoy it, and I wish you the best in the coming year.
Eduardo J Velasco
In This Issue

When Thinking Longer Beat Training Bigger

Quantum Error Correction Finally Works

The Langlands Proof Arrives

DESI Challenges the Cosmological Constant

Mechanisms Revealed, Mysteries Remain

The First Personalized Gene Edit

Renewables Outbuild Fossil Fuels for the First Time

Why Some Economies Grow