Linear fallback penalty

Read the equation

Multiply fallback count by a weight to discourage repeated reliance on fallback behavior.

Its role in the build

The Megamind Equation Atlas

Terms & definitions

The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.

How it works

1. Read Φ_fallback as the quantity being defined or updated by this relation.

2. Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.

3. Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.

Assumptions & limits

• Fallback eligibility, counting interval and weight must be defined before this term can be evaluated.

Original context

The Megamind Equation Atlas: Multiply fallback count by a weight to discourage repeated reliance on fallback behavior.

Φ_fallback = λ_fb · fallback_count

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