---
title: "Expert capacity mathematical notation"
description: "Expert capacity is a recurring research-paper notation family. Sets the maximum token count assigned to each expert from token load, expert count, and an…"
canonical_url: "https://fanout.sh/labs/math-decoder/symbol/expert-capacity"
md_url: "https://fanout.sh/labs/math-decoder/symbol/expert-capacity.md"
last_updated: "2026-08-09"
access: "public"
---

# Expert capacity mathematical notation

Expert capacity is a recurring research-paper notation family. Sets the maximum token count assigned to each expert from token load, expert count, and an…

## Public overview

Expert capacity is a recurring research-paper notation family. Sets the maximum token count assigned to each expert from token load, expert count, and an overprovisioning factor.

Expert capacity: Sets the maximum token count assigned to each expert from token load, expert count, and an overprovisioning factor. Example: Reserve slightly more than the average token load for every expert.

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