The work, in three parts
A record to read, a world to practise in, and the judgment that grades the work.
The Record
Data
Ten thousand years of record — proof and patch, clinic and console — curated into corpora a model can actually learn from: the reading list of the course.
Explore the data
The Practice
RL Environments
Turing's education came with rewards and punishments: stateful systems that push back and grade every step of the run.
Enter the environments
The Teachers
Talent & Expert Annotation
Vetted experts who write the guideline, grade the work, and settle disputes on the record — judgment you can measure.
Meet the bench
Need a corpus that does not exist yet?
Tell us the task, the volume and the deadline, and we will come back with a build plan — or point you at the shelf if something on it already fits.