Academic Integrity in the Age of AI: Designing for Real Learning

Across the country, district leaders are being asked a harder question than ever before: Can you stand behind the credits your students earn?

Graduation rates and course completion still matter, but increasing scrutiny is shifting the conversation. Districts are now expected to demonstrate that those outcomes reflect real learning, especially as AI and digital tools reshape how students engage with coursework.

At Edmentum, we believe academic integrity isn’t only a set of features. It’s also a foundation. And getting it right requires more than detection tools or tighter controls, though these matter too. It starts with research-backed curriculum designed for genuine learning and mastery, reinforced by built-in safeguards, and upheld by district policy and practice.

Design for Real Learning

Academic integrity starts with the learning itself. Courseware uses an active, multimodal approach recognized by Digital Promise to engage students, help them apply what they know, and demonstrate mastery rather than simply move them toward course completion. That matters especially in flexible learning environments, where students may progress at different paces without lowering expectations for learning.  

Independent research also shows measurable outcomes for students using Courseware, including gains in achievement and improved attendance. Students who completed at least one Courseware course had 23% fewer absences and 33% fewer tardies.

Safeguards Built Into the Learning Environment

Strong learning design is only the first layer. Districts also need safeguards to prevent misuse, detect potential concerns, and intervene when something doesn’t look right.

• Prevention - Curriculum and assessment controls help reduce opportunities for misuse and reinforce district expectations.
• Detection - Clear signals help educators identify unusual activity or gaps in understanding.
• Intervention - Timely insights give educators the information they need to respond and determine the right next step.

Courseware brings academic integrity safeguards directly into the learning environment, alongside the curriculum, assessments, and educator tools districts already use. That gives districts added protection without requiring them to piece together separate tools and workflows.

Product Innovation: Expanding Visibility and Control

For the 2026-27 school year, we’re expanding Courseware capabilities that help districts put their academic integrity policies into practice:

• Set test-out expectations and assessment requirements consistently from the start with customizable pretest thresholds and default assessment locking. 
• Get a more reliable measure of understanding with mastery tests expanded from five to 10 questions and larger question banks that help protect retake integrity. 
• Restrict designated coursework to devices connected through approved networks or in monitored environments with IP-based access controls managed by the district.
• Protect assessments across district-managed and student-owned devices with a secure testing environment that blocks unauthorized tools and actions and logs behaviors like copying, pasting, or tab switching, without requiring additional software.
• Identify potential integrity concerns and signs of academic struggle earlier with automated alerts that help teachers know when to follow up.

Policy and Practice Make It Work

Technology alone doesn’t establish academic integrity. Through years of working with districts, we’ve seen the same things make a difference: clear policies and high expectations, flexibility in pace and schedule, teachers actively engaged in instruction and feedback, and open communication with families.

Some of the clearest examples come from schools that have paired flexibility with high expectations for mastery and oversight.

• At a small Vermont high school,  every student taking an online course is assigned to a teacher who monitors engagement and checks in regularly. Students can move at the pace they need, but final assessments are completed in person, so the school can preserve flexibility without lowering expectations around student mastery. 
• An Arkansas Education Service Cooperative  has set consistent expectations across more than 40 alternative learning programs. Sites follow the same academic goals, passing requirements, and rules around assessment attempts, while Courseware’s tutorials and guided notes help ensure students engage with the material before they retest.
• And at Avon High School in Indiana, academic integrity is built directly into the credit recovery model. Students must complete required tutorials and guided notes and earn at least 80% on quizzes before moving to post-tests, while unit and final exams are completed on monitored, locked-down computers. Those expectations have remained in place even as Avon has expanded its Courseware program from roughly 80 credits awarded annually to nearly 1,000.

Because in the end, academic integrity isn’t about catching students doing something wrong. It’s about creating the conditions for students to do the work that leads to real learning.

And making sure every credit earned truly means something.

Learn more about building academic integrity into the learning experience with Courseware.