Equation 1 · Part 5 · The Real Economics of Shipping a Model to a Device
=
=
What this part means
The expressions on both sides represent the same quantity under the stated assumptions.
Its job in the formula
The equals sign connects the complete expression on the left with the complete expression on the right. Both sides must have compatible units.
Full expression→=→Article meaning
The passage around this formula
That gap explains why distillation investment almost never fails its own break-even test once a product actually ships. Write the total cost of training and then serving a distilled student model as . against the cost of simply continuing to serve the teacher directly for the same query volume,
Learn the underlying idea
An equals sign says that the expression on its left and the expression on its right have the same value under the stated definitions and assumptions.
Open the illustrated equality: what the equals sign claims guide →
Sources cited in the article section
- [1] Alpaca: A Strong, Replicable Instruction-Following Model ↗
- [2] Sky-T1: Train your own O1 preview model within $450 ↗
- [5] DeepSeek-V3 Technical Report ↗
- [11] OpenAI's Sam Altman says giant A.I. models are over—but going small won't appease regulators ↗
- [3] Trends in the Dollar Training Cost of Machine Learning Systems ↗
These citations provide research context; check each source for the exact claim it supports.