Equation 12 · Part 8 · Why Average Success Rate Hides the Failures That Matter Most
Starting index or lower bound: i
What this part means
This label says where the repeated addition, multiplication, or accumulation starts. Read its value or condition together with the article’s description of the index.
Its job in the formula
i appears in the bound of this sum. The bound states where the repeated operation starts, ends, or which values it includes.
Full expression→Starting index or lower bound: i→Article meaning
The passage around this formula
…deleted database as the same unit. A more defensible score weights each discovered failure mode by its consequence rather than counting it once: . where is the blast radius assigned to failure mode i : how much of a system, how much data, how many users or how much liability a given failure could plausibly reach, drawn from a small number of severity tiers rather than treated as a continuous unknown. This is not a hypothetical scoring scheme; tiered, severity-weighted evaluation of exactly…
Learn the underlying idea
Σ adds a collection of terms. Π multiplies them. The lower and upper labels tell you which terms belong to the collection.
Open the illustrated sums and products: repeat an operation over an index guide →
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Sources cited in the surrounding passage
- [11] Anthropic's Responsible Scaling Policy ↗
- [12] Preparedness Framework Version 2 ↗
- [9] Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile (NIST AI 600-1) ↗
These citations provide research context; check each source for the exact claim it supports.