Knewton
What the Knewton System Does
It was a crude approximation of Knewton's system, but the
protocol was basically the same: establish a learning goal,
figure out what I already know, figure out how I best learn,
and intervene when I get stuck all within the constraints of
time and ability.
The whole point of the movie is you can't measure heart, says
Ferreira. You can only do so much with data. We'll be able to
measure what you know. We'll be able to measure how well you
know it. We'll be able to measure how fast you learned it. But
there are things that we can't measure. What Knewton doesn't
have is higher-order thinking skills, passion, imagination,
drive. I didn't build Knewton as a way to measure people. I
built it as a way to help make their homework better and their
classes better.
In the end, Ferreira says, adaptive software and the
psychometric data they accrue are only tools for teachers to
help students, and for students to help themselves. It cannot
make turn lousy teachers into good teachers. It does not
necessarily cure fear, it does not necessarily fix apathy, and
it cannot measure heart. But in the complex human systems of
the new American university and its other school officials,
where many try hard and some get by, it might help make
everyone's best a little better.