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Financial Aid Optimization Process 1 of 2 – Overview
ByMichaelI have worked with Ruffalo Noel Levitz, Maguire Associates, and Hardwick Day (now EAB). They all follow a similar process. Start with the big picture Take 3-5 years of data and look at the numbers in the aggregate Calculate the highs and lows Do a Monte Carlo simulation to determine the most likely data ranges…
Financial Aid Optimization Process 2 of 2 – Sample extract file format
ByMichaelThe census file and the bi-weekly interim files all have the same format. With this process, most of the time is spent ensuring that the data file is clean and properly configured. Below is a data dictionary of a sample file.
- AI | Doctorate | Education | HigherEd | Personal Development
Until You Know It Cold
ByMichaelThe first time I watched a large language model generate research output in forty seconds, I was not impressed by the quality. I was impressed by the volume, and by how quickly it could pivot when I changed the question. The results were plausible, competently organized, and largely superficial. What changed things was connecting to…
Pope Leo XIV Identified the Right Problem
ByMichaelIn my last post I argued that the AI debate runs simultaneously at five levels (task, person, organization, economy, civilization) and that no one has agreed on which level should have standing. The civilization level, where the hardest questions live and where costs tend to concentrate, keeps getting treated as decorative. Nobody is lying. Everyone…
