Equation 5 · Part 1 · Ten Failure Modes That Define Production AI Agent Architectures
Symbol c
What this part means
c is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Its job in the formula
c is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol c→Article meaning
The passage around this formula
The decay is geometric, not linear: at c = 0.8 , five hops in sequence leave roughly a third of the original context standing, and ten hops leave roughly a tenth. This is a deliberately crude model — real handoffs do not lose a uniform fraction, and a well-designed handoff can pass a compact, engineered summary that preserves more…
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
- [3] Subagents in the SDK ↗
- [5] Handoffs ↗
- [2] How we built our multi-agent research system ↗
- [1] Why Do Multi-Agent LLM Systems Fail? ↗
These citations provide research context; check each source for the exact claim it supports.