Research
152d agoScaling Laws Predict Downstream Performance
Apple’s new study shows that a simple power‑law relationship can predict how LLMs will perform on real‑world tasks as training budgets grow.
The Signal
By linking pre‑training effort directly to downstream accuracy, researchers worldwide can better allocate resources, accelerate model development, and reduce waste across academia and industry and global innovation today.