4/ There's still a lot of opportunity for statistical thinking in the Large Language Model era!

There's ample estimation problems in Language Modeling and AI Alignment waiting to be solved using classic statistical tools!

3/ Through illustrative examples on a toy data and simulation on a real-word chatbot style dataset, I show how censoring adjusted estimators result in better estimates of trajectory length distributions.

2/ In a new monograph, I show that is a classical statistical estimation problem called 𝘾𝙚𝙣𝙨𝙤𝙧𝙞𝙣𝙜.

I show that estimators like the 𝙆𝙖𝙥𝙡𝙖𝙣-𝙈𝙚𝙞𝙚𝙧, popular in epidemiology and bio-statistics for analyzing patient mortality and survival can be adapted to this problem of trajectory length estimation.