Frequently Asked Questions
Straightforward answers about what CL Learning Labs is, how it works, and why it exists.
What is CL Learning Labs?
CL Learning Labs is being designed as a learning platform where students retain responsibility for the hard intellectual work and teachers retain instructional judgment.
How is this different from students just using ChatGPT?
When students use ChatGPT, they can get polished answers without doing any thinking. CL Learning Labs is the opposite: the AI supports the student's reasoning without replacing it. Students do the cognitive work. The platform gives teachers access to the selected attempts, explanations, meaningful revisions, and scores its workflows record.
Is this trying to ban AI?
No. The answer is not to ban AI or to pretend it does not exist. The answer is to create learning environments where AI is used within boundaries that protect student thinking. Students still interact with AI. They just do it inside a structure designed for learning, not for shortcutting.
How does this help teachers?
The platform includes Teacher Decision Support: a current view that organizes recorded class evidence. Teachers use that evidence to decide whom to check in with, which skills may need reteaching, and what to examine next.
How does this help students?
Students get structured practice with immediate, targeted feedback. The platform uses recorded performance to select practice and supports cycles of attempt, feedback, revision, and retry. The goal is genuine understanding, not just correct answers.
Which courses are available?
This public entry does not make individual-course availability claims. It currently includes public information, adult contact, and a read-only demonstration. The demonstration is illustrative, not a live classroom, and contains no real student information. It also offers a teacher-only 30-day no-card trial for private teacher preparation (limited-A2 access). New teachers can prepare private draft classes and writing assignments. Real student enrollment, join codes, classroom use with students, paid checkout, and lifecycle email are not available in this limited release. No automatic charge occurs.
Does correctness alone show understanding?
No. One recorded right answer is limited evidence. CL Learning Labs preserves selected attempts, explanations, meaningful revisions, and scores from its workflows. Teachers decide what those records warrant examining next; the records are not a verdict about understanding, effort, intent, or ability.
Who is building this?
CL Learning Labs was created by Mark Cline Lucey after 26 years of teaching in Brooklyn and Vermont. He built it from questions that arose in his classrooms. You can read more on our website.
Can I contact you or learn more?
Yes. Reach out at support@cllearninglabs.com. You can also explore the About and Philosophy pages for a deeper look at the platform and the ideas behind it.
Want to see how this works in practice?
Walk through a read-only classroom sample. No account required.