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Equation 9 · Part 6 · A Chatbot Confessed to Being Built by a Company That Never Trained It

Symbol r_m

I(m)=1k∑q∈Q1[rm(q)∈T]I(m)=\frac{1}{k}\sum_{q\in Q}\mathbb{1}[r_m(q)\in\mathcal{T}]
rmr_m

What this part means

m ’s response to probe q.

Its job in the formula

rmr_m is an input to the expression that computes the quantity on the left.

Where the article explains it

For each model m , define its trait incidence as I(m)=1k\frac{1}{k}∑q∈Q\sum_{q\in Q}1\mathbb{1}[rm(q)r_m(q)∈\inT\mathcal{T}] , where Q is the held-out probe set of size k and rm(q)r_m(q) is m ’s response to probe q .

The passage around this formula

…, MH\mathcal{M}_H , and M∅\mathcal{M}_\varnothing . For each model m , define its trait incidence as I(m)=1k\frac{1}{k}∑q∈Q\sum_{q\in Q}1\mathbb{1}[rm(q)r_m(q)∈\inT\mathcal{T}] , where Q is the held-out probe set of size k and rm(q)r_m(q) is m ’s response to probe q . I(m) is a dimensionless rate between 0 and 1: the fraction of probes that elicit the trait. Average I(m) within each class to get IˉV\bar I_V , IˉH\bar I_H , and I0I_0=Iˉ∅\bar I_\varnothing . I0I_0 is the article’s single most important number, because it is the rate at…

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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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See this notation across published equations →

The article lists its research sources here.