Equation 12 · Part 3 · Why Average Success Rate Hides the Failures That Matter Most
Symbol B_i
What this part means
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.
Its job in the formula
is one factor in the product that computes the quantity on the left.
Full expression→Symbol B_i→Article meaning
Where the article explains it
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.
The passage around this formula
…needs — it treats a wrong word choice and a 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;…
Learn the underlying idea
A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.
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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.