Equation 10 · Part 2 · The Deployment Envelope: Small Models Where the Power Is Not
Symbol barP
What this part means
barP is one factor in the product that computes the quantity on the left.
Its job in the formula
barP is one factor in the product that computes the quantity on the left.
Full expression→Symbol barP→Article meaning
The passage around this formula
…on demand and is charged for. On a battery-powered, thermally capped device it is the single most expensive thing you can do, because energy per query scales with tokens generated: . with mean power , tokens generated and sustained token rate r . Both and r are set by the thermal wall, and r falls as the device heats — so a long deliberation is charged at a worsening exchange rate the longer it runs, which is exactly the behaviour the sustained-load…
Learn the underlying idea
A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.
Open the illustrated variables: a letter stands for a value guide →
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Sources cited in the article section
- [19] Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws ↗
- [15] Gemma 3 Technical Report ↗
These citations provide research context; check each source for the exact claim it supports.