Category: Blog
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Student/Studying Interface Learning Manual: Reference-Manager Interface | A Perfectly Formatted Citation Can Still Point to the Wrong Source
A student-facing Learning Manual for operating reference managers: verify imported metadata, preserve source identity, distinguish record from source, check duplicates and citation style, and return each reference to the exact claim or study object it supports.
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MindOS Learning Manual: Spatial-Contiguity State | If Related Information Is Too Far Apart, the Learner Spends Effort Searching Instead of Learning
When a diagram, label, equation or explanation must be mentally joined across separate locations, search can consume working memory that should be used for learning. Spatial-Contiguity State explains when to integrate related information, where the evidence is strongest, and how to fade layout support into independent reconstruction.
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MindOS Learning Manual: Claim–Evidence Reasoning State | A Fact Is Not Evidence Until You Can Explain What It Supports
A learner can collect accurate facts and still fail to build a justified conclusion. Claim–Evidence Reasoning State trains the operation of stating a claim, selecting relevant evidence, explaining the warrant that connects them, testing alternatives and qualifying what the evidence actually supports.
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MindOS Learning Manual: Memory-Conformity State | Someone Else’s Answer Can Change What You Think You Remember
Another person’s confident answer can influence what a learner later reports remembering. Memory-Conformity State explains how to preserve an independent retrieval trace, separate social influence from actual memory change, use collaboration safely, and verify what the learner can reconstruct alone afterwards.
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MindOS Learning Manual: Wakeful-Rest State | What You Do Immediately After Learning Can Change What Survives
A brief period of quiet wakeful rest after learning can sometimes reduce forgetting compared with immediately loading the mind with another demanding task. Wakeful-Rest State shows how to protect a just-learned representation without turning every study session into a rigid rest ritual.
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MindOS Learning Manual: Illusory-Truth State | Repetition Can Make a Claim Feel Truer Without Making It True
Repeated exposure can make a statement feel more truthful even when its evidence has not improved. Illusory-Truth State teaches learners to separate familiarity from truth, verify source and evidence, and test whether a claim survives after the fluency of repetition is stripped away.