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AI Context Degradation Threshold

AI model performance degrades significantly when context usage exceeds 50% of available token limits, similar to human cognitive overload

Decision Rule

Start new AI sessions when context usage reaches 40-50% to maintain output quality

How It Works

Like humans becoming overwhelmed with too much information, AI models lose coherence and accuracy when context becomes saturated with tokens

Failure Modes

Continuing sessions beyond 50% context usage

Ignoring context warnings in AI interfaces

Trying to fit entire projects in single sessions

Example Decision

When building a complex app and Claude Code shows 45% context usage, start a new session and provide key context summary rather than continuing in degraded state

Related Knowledge