AILit Framework

"An AI Literacy Framework for Primary and Secondary Education"

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Sebast | Votre coach IA au bout des doigts

"Sebast est une application de coaching exécutif qui repose sur +20h de contenu de formation en gestion. Augmentée par l’IA, disponible 24/7 et entièrement confidentielle, elle s’adresse autant aux gestionnaires de première ligne qu’aux dirigeants exécutifs."

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Plato

"Plato is the trusted AI infrastructure layer that enables universities to deliver curriculum-aligned, scalable academic support: responsibly, securely, and at institutional scale."

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An Alternative Grading Glossary - by David Clark

"Every field of study has specialized terminology that makes communication quicker, easier, and more precise. But jargon can also hide meanings behind a wall of words and exclude new people from discussions. This is just as true for alternative grading as for any area of study.

So today, I present a glossary of commonly used alternative grading terms. This isn’t a detailed discussion but rather a quick reference to help make sense of the wide range of terminology that gets used across the community."

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Center for Grading Reform

Resources

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Coauthorship integrity: Reconceptualising assessment validity for the age of generative artificial intelligence - ScienceDirect

"We consider how a future of pervasive human/AI coauthorship challenges current notions of validity and academic integrity. Specifically, we address widespread concerns that in non-proctored contexts, students are using generative artificial intelligence (GenAI) to submit texts they do not understand. Adopting an assessment validity lens, we show how GenAI undermines the integrity of multiple forms of validity evidence, leading us to propose Coauthorship Integrity as a new conceptual source of validity evidence for addressing these threats. Coauthorship Integrity is violated when students submit AI-generated content that they do not understand. To hold students accountable in this regard, a university needs to explore practical methods to gather evidence that could potentially be implemented at scale. We report progress in the development of an “AI Viva”, a conversational agent that engages students in a hybrid experience, combining elements of a viva voce with comprehension questions of controllable type and complexity, engaging the learner with quantitative and dialogic feedback. To provide preliminary expert validation for this prototype, we report qualitative and quantitative evidence from in-depth evaluations with expert educators and assessment experts. By shifting assessment design towards verifying students' epistemic ownership of their writing, this work suggests a potential new pathway for integrating GenAI into pedagogically meaningful, validity-aligned assessment practices. This paper's contributions are thus threefold: conceptual (Coauthorship Integrity), technical (LLM-generated questions of controllable difficulty and type, from arbitrary texts) and empirical (preliminary expert evaluation of the concept and initial implementation of the prototype's potential for eliciting such evidence)."

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The Silent Partner - Tom Haymes

"In both of these cases, the conversations hint at how having an intellectual sparring partner pushes the conversation up to the Evaluate and Create levels. The question is whether this also generates Flow through the continuous give-and-take of the conversation."

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Think First

"There are also psychological reasons to start independently. Human attention and decision-making are strongly influenced by the first idea we encounter. Psychologists call this anchoring: early information becomes a reference point that shapes everything that follows. When AI generates an outline, thesis, or example at the beginning of a task, that suggestion becomes the anchor."

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Resistance as a Framework for Combating Cognitive Offload

"Resistance training — like strength training with weights — is now, like it or not, a fixture in my life. And in much the same way I think we need to create deliberate moments of resistance to AI, lest our brains end up on the floor, unable to move and wondering what we did to deserve this."

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The Anti-AI Brand Is Becoming a Real Market Position

"The anti-AI brand movement is the market's response to that flattening. When everything sounds the same, the brand that sounds different wins. When every feed is full of smooth, frictionless, obviously algorithmic content, rough edges and real voices become trust signals. When "slop" was named word of the year, "made by humans" became a market position."

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