How to Design Authentic AI Assessments with Saval

Navigating the AI Assessment Frontier

Consider a university lecturer tasked with ensuring students develop critical reasoning skills in an era of ubiquitous generative AI. The challenge is no longer just detecting AI usage, but designing authentic assessment that requires students to engage with real-world complexities where an AI-generated answer is merely the starting point. This approach aligns with the Australian framework for AI in higher education and the OECD AI Principles, which advocate for human-centered, transparent, and accountable use of digital tools.

For educators, aligning classroom practice with the EU AI Literacy Framework and the European Digital Competence Framework (DigComp 2.2) involves moving beyond simple memorization tasks toward problem-based inquiries that require students to reason, verify, and apply knowledge. Saval helps teachers transition to this model by turning formative feedback into a gamified, real-time diagnostic process.

At a Glance

• Best for: University lecturer / tutor
• The problem: Moving from rote assessment to authentic, AI-enhanced inquiry.
• Saval capability used: AI-Powered Assessment (Rubric-based grading)
• Plan needed: Free (or Pro for advanced analytics features)
• Time to try it: About 15 minutes to set up

Saval is a gamified problem-based learning platform that enables teachers to host real-world challenges where students respond via text, code, or math. AI marks these responses against a teacher-set rubric in seconds, providing students with immediate, detailed feedback while generating performance insights for the instructor.

How to Run Authentic AI-Graded Challenges

To design an assessment that respects the integrity of student thought while leveraging AI for teachers, follow these steps:

1. Define the Scenario: Use the Problem-Based Scenarios feature to present a real-world, messy problem—like a case study requiring ethical evaluation—rather than a question requiring a single factual answer.
2. Configure AI Strictness: Navigate to the quiz settings and configure the AI to focus on reasoning steps rather than just the final result. You can set custom prompts to guide the AI's marking behavior based on your course rubric.
3. Live Session: Students join your session via a simple 6-character code. As they submit their responses, the AI provides immediate, formative feedback, allowing students to iterate on their reasoning in real-time.
4. Review Analytics: Use the Performance Dashboard (Essential plan) or Advanced Analytics Suite (Enterprise plan) to identify patterns in how students approach the challenge. This provides the learning analytics needed to adjust your next lecture.

Illustrative Example

Imagine a business ethics unit. Your challenge prompt might be: "Evaluate the following AI-generated marketing campaign against the OECD AI Principles. Identify one potential bias and propose a technical fix." Your rubric would award points for the depth of the critique and the feasibility of the technical fix, rather than just the correctness of the definition. You can build this quiz manually or use the AI Quiz Wizard (Enterprise plan) to ground the challenge in your specific course materials.

What This Means for Your Role

For a university lecturer, this workflow keeps the pedagogical authority firmly in your hands. You define the rubric and the level of AI strictness; the tool serves as a feedback multiplier. While you gain unprecedented visibility into student progress, remember that AI, even when well-configured, remains a supportive tool—it is the human educator’s role to facilitate the deeper classroom discussion that follows the data.

Try This Tomorrow

Take one of your existing quiz questions and turn it into a problem-based scenario. Instead of asking for a definition, ask students to apply a framework to a specific, unique scenario. Use the Class Quiz (Free plan) to see how quickly you can get students reflecting on their reasoning rather than just recalling facts.

Takeaways

• Use problem-based learning to force engagement with real-world complexity that AI cannot easily bypass.
• Leverage AI-powered assessment to provide immediate, rubric-based feedback to large cohorts.
• Monitor learning analytics to identify student segments needing support before the summative assessment.
• Align your assessments with international frameworks like DigComp 2.2 by prioritizing digital literacy and critical analysis.

Run your first Class Quiz on the Free plan; students join with a QR code. Learn more about Saval's features.