Blog
Product essays and comparisons.
Where SOL wins as a teaching layer, where ChatGPT or an LMS still fit better, and how the loop actually works. Written for faculty and campus IT.
Comparisons
Product deep dives
- Product
The model matched the rubric; code scored it; you still own the grade
How SOL turns rubric matches into scores, when Attention holds an answer, and why campus IT should care about grader-of-record design versus black-box auto-grade.
- Product
Your course tutor forgets the open web on purpose
What course-scoped tutoring means in SOL, how it differs from ChatGPT-style help, and when Agent Access is a different window for faculty rather than students.
