Mechanism

Graceful Degradation

TL;DR

Provides partial redundancy without duplicating entire systems.

Redundancy Design

Design systems to continue operating at reduced capacity when components fail, rather than failing completely. Neural distributed representations exemplify this - damage degrades performance proportionally rather than catastrophically.

Business Application of Graceful Degradation

Aircraft illustrate graceful degradation: losing one engine allows continued flight at reduced performance; losing hydraulic pressure reduces but doesn't eliminate control authority. Provides partial redundancy without duplicating entire systems.

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