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ALEKS (Assessment and LEarning in Knowledge Spaces) is built on Knowledge Space Theory and has used AI, including machine learning, for over 25 years. It assigns students periodic mini-assessments called Knowledge Checks to determine exactly what they know and what they are ready to learn next, then delivers a dynamic, individualized content path. In 2023, McGraw Hill added deep learning neural networks to ALEKS, reducing time students spend on assessments by more than 20% while improving learning outcomes. ALEKS serves K–12 through higher education in math and chemistry subjects, with ALEKS for Calculus released in September 2025.
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