analysis

Definition

Names a paper genre: instead of proposing a method, the work dissects why existing ones behave as they do — through ablations, probing, visualisation, or scaling curves. The contribution is understanding rather than a new number on a leaderboard, and such papers often age better than the systems they examine. In a mathematical context the same word names the branch of maths.

Explainers using this term

• Systolic Arrays — Building the Heart of the TPU From ScratchIn-Datacenter Performance Analysis of a Tensor Processing Unit
• How AI Accelerators Are Designed — What Actually Separates GPUs, NPUs, and TPUsIn-Datacenter Performance Analysis of a Tensor Processing Unit