What goes in and how, which decides more about a model's behaviour than most architecture changes do. Includes the unglamorous parts: data, tokenisers, curricula.
FundamentalsExplainer18 min
Why a model that can explain quantum tunnelling cannot count the letters in strawberry, why long conversations get slow and expensive, and why Dutch costs more than English. It all comes back to the very first thing that happens to your text.
ResearchPaper4 min
A study reveals that additive input pathways in Householder Linear RNNs act as parasitic attractors, destabilizing state-tracking capabilities.
ResearchPaper7 min
New research from Amazon Science offers a surprisingly elegant explanation for a decade-old puzzle: good solutions are simply too short to cheat with.
ResearchNews4 min
Exploring how 'world-time compute' leverages verified code worlds to enhance AI's generalization abilities beyond traditional training methods.