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White Paper - Learning Approaches Finally Made Possible by AI - Complement x Adawak
For a long time, some learning approaches were difficult, if not impossible, to deploy at scale in online training: engaging in dialogue with each learner, answering their questions, analysing their reasoning, placing them in realistic situations, or providing truly personalised feedback. Thanks to conversational AI, interactions that were previously largely limited to human-led training can now be embedded directly into digital learning content. In this white paper, Complement and Adawak explore six learning approaches that are now possible, along with the research behind them and their practical applications. What’s inside 01 Learning through active dialogue Guided by AI, learners progress by expressing ideas, asking questions, and explaining their thinking rather than passively consuming content. 02 Continuous one-to-one tutoring Every learner can ask questions and receive a contextualised answer exactly when they need it. 03 Instant, personalised feedback AI no longer simply marks an answer as right or wrong: it explains the mistake, fills in what is missing, and shows learners how to improve. 04 Explaining your reasoning Learners verbalise their thought process, while AI analyses their reasoning beyond the final answer to identify where mistakes come from. 05 Learning through realistic scenarios Learners can practise with AI in situations close to real-life contexts, as many times as needed, in a judgment-free environment. 06 Measuring and analysing at scale AI analyses learner interactions and open-ended responses to identify recurring difficulties and continuously improve training.
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