AI Feedback: Formative Assessment Meets the Bias Test
Instant feedback, self-regulation support: AI transforms formative assessment — provided we manage perception biases and autonomy.
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The Learnya blog
Research notes, data sovereignty and the making of sovereign Swiss agentic AI.
Serious Games and Simulations: Generative AI Reshuffles the Deck
From non-player characters that converse freely to immersive worlds, generative AI opens new grounds for practising skills.
Grounding AI in Knowledge: RAG and Memory for Reliable Tutors
How to ground an AI tutor in the right content and give it a memory of the learner, without sinking into hallucinations.
Learning Analytics: Predicting Success Without Boxing Students In
Learning data makes it possible to spot struggling students early. Powerful, but undermined by bias and the question of consent.
The Augmented Teacher: What AI Really Changes in the Job
AI promises to give teachers time back. Where does real adoption stand, for which uses, and under what conditions?
AI and Education: Accessibility Lever or New Divide?
AI promises more inclusive education for learners with disabilities and multilingual audiences, but equity is not automatic.
Educational Data: Sovereignty and Governance in the Age of AI
Educational AI touches minors and learning trajectories. An overview of the rules and governance principles for responsible use.
Pedagogical Agents: When AI Moves from Assistant to Actor
Agentic AI designs courses, coaches tutors and runs dialogues. A tour of the real promises and the grey areas.
Academic Integrity: Why AI Detectors Are Not Enough
Fallible detectors, unfair accusations, bias against non-native writers: research argues for integrity built on education, not surveillance.
Grading with AI: How Far Can We Trust the Machine?
Essay grading, short-answer scoring, 'LLM-as-judge': a status report on a promising automation that still needs humans in the loop.
Adaptive Learning: Personalization at Scale, at Last?
Tailored study plans, adjusted difficulty, targeted remediation: AI revives adaptive learning — with new pitfalls to know.
Does Generative AI Really Help People Learn?
Two years after ChatGPT burst into classrooms, research paints a mixed picture of generative AI in learning.