Move beyond simple AI scores. Copyleaks’ new AI Logic for LMS explains why content is flagged, turning AI detection into teachable moments.
AI in the Classroom Needs More Than Just a Score
Generative AI is everywhere, from student essays to research projects, and it’s reshaping how educators approach academic integrity. But one of the biggest challenges? Most AI detectors stop at a single score. They tell you something might be AI-generated, but not why.
Cue AI Logic, a new feature within the award-winning AI Detector that transforms detection into understanding.
Now available across major learning management systems (LMS), including Canvas, D2L Brightspace, Moodle, Blackboard, Schoology, Edsby, and Sakai, AI Logic gives educators the transparency they’ve been asking for: clear insights, specific examples, and evidence they can use to support fair assessments and meaningful student conversations.
Why AI Transparency Matters
AI detectors have traditionally been treated like a black box: they flag potential AI use, but leave educators guessing about what triggered the alert. That lack of context can lead to frustration for both teachers and students.
AI Logic changes that dynamic by answering the most crucial question: “Why was this flagged?”
- Fairer assessments: Evidence-backed insights help teachers make balanced decisions.
- Constructive conversations: Students can see what raises concern and learn from it.
- Seamless workflows: Results appear right inside the LMS that teachers already use.
How It Works
AI Logic uses a two-pronged approach to bring clarity to AI detection:
AI Phrases
Highlights linguistic patterns commonly found in AI-generated text, helping educators pinpoint sections that need review.
AI Source Match
Checks whether portions of the content match AI-generated material already published online, even if reworded or lightly modified.
Together, these tools provide a multi-layered view of originality and potential AI influence.
Turning Detection into a Teachable Moment
AI detection isn’t about catching students; it’s about helping them grow. By explaining why content is flagged, instructors can shift the conversation from confrontation to learning.
“AI Logic was built to give educators confidence in their decisions and students clarity about their work,” said Brooke Weinbaum, VP of Product at Copyleaks. “When teachers understand the ‘why’ behind detection, they can focus less on policing and more on guiding students toward better learning outcomes.”
Available Now Across Major LMS Platforms
AI Logic is now fully integrated into Copyleaks’ LMS partners and is also available on the Copyleaks web platform and API.