From lecture transcript to teaching system
LectureMinutes turns spoken teaching into a pedagogical preprint, assigns it to students, and measures understanding through assignments and MCQ assessment.
The feedback loop
Five stages. One continuous loop.
The platform is easiest to understand as a teaching pipeline: capture, shape, assign, assess, inspect, improve.
Capture
Upload audio, video, or an existing transcript from a real teaching session.
Shape
LectureMinutes produces a structured text that students can actually read and work from.
Assign
Attach assignments and MCQs so students engage the preprint instead of a disconnected file stack.
Inspect
Feedback, activity, and assessment show which sections teach well and which need revision.
Improve
Revise the pedagogical preprint and re-run the cycle with clearer explanations and stronger learning outcomes.
Instructor cockpit
Three connected services in one product
Most tools stop at transcription. LectureMinutes continues into teaching material, student work, and measurable understanding.
Learning signal
See where students struggle.
Product proof
A single system for publication and instruction.
Latest content
Latest Pedagogical Collections
BrowseLatest Pedagogical Preprints
BrowseLecturers create the source
A lecture becomes a reusable pedagogical preprint instead of disappearing after delivery.
- Transcript-to-preprint workflow
- Roster distribution and assignment handoff
- Section-level feedback loops
Institutions gain durable assets
Strong lectures become persistent teaching documents that can be improved across terms.
- Institution-ready teaching assets
- Compliance-aware deployment
- Persistent course memory across terms
Feature set
Three connected services in one product
Most tools stop at transcription. LectureMinutes continues into teaching material, student work, and measurable understanding.
Transcript to pedagogical preprint
Start with a lecture recording and turn it into a structured, student-facing pedagogical preprint.
Assignment on top of the preprint
Give students a concrete reading and writing workflow built directly around the pedagogical preprint.
MCQ assessment
Check comprehension with multiple-choice assessment tied to the same instructional source.
Instructor insight
Review where students struggle, compare engagement across sections, and revise your teaching material with evidence.
Pedagogical preprint publishing
Publish student-ready versions of your lecture notes quickly, with versioning and a stable public reference.
Export and publication path
Move from teaching output toward exportable, institution-ready artifacts when you need them.
Recent preprints
Real records already in the system
Sleep: Biological Rhythms, Neural Mechanisms, Stages, Functions, and Disorders
PP-2026-00024
Sleep is a fundamental and universal biological process that governs the physical, cognitive, and emotional well-being of virtually every living organism. Despite occupying approximately one-third of the human lifespan, sleep remains among the least understood physiological phenomena in the life sciences. This article provides a comprehensive overview of the science of sleep as presented in an introductory psychology context. Beginning with an examination of biological rhythms---circadian, circa-tidal, circalunar, and circannual---the discussion progresses to the neural mechanisms that regulate sleepiness, with particular emphasis on the suprachiasmatic nucleus (SCN) and the role of melatonin. The architecture of a healthy night of sleep is analyzed through the lens of electroencephalographic (EEG) recordings, distinguishing rapid eye movement (REM) sleep from the multiple stages of non-rapid eye movement (NREM) sleep. The article further examines how sleep changes across the lifespan, explores prominent theories of the functions of sleep and dreaming, and reviews clinically significant sleep disorders including insomnia, sleepwalking, sleep apnea, and the rare but lethal fatal familial insomnia (FFI). The article concludes by situating sleep research within the broader framework of consciousness studies and identifies open questions that represent promising directions for future inquiry.
Motor Systems and Their Disorders: Neural Substrates, Clinical Phenomenology, and Principles of Assessment
PP-2026-00023
Movement can fail in qualitatively distinct ways depending on which component of the motor system is disrupted. This article provides a systematic account of the neural systems supporting voluntary action and the disorders that arise from their dysfunction. Five dimensions of motor impairment are distinguished: failure to generate force, failure to organise a learned action, failure to initiate and scale movement, failure to coordinate movement components, and the intrusion of unwanted activity. Parkinson's disease serves as the primary clinical exemplar, examined through the lens of dopaminergic circuit dysfunction, pharmacological and surgical intervention, and rehabilitation strategies. Contrasting conditions---including amyotrophic lateral sclerosis, Huntington's disease, dystonia, essential tremor, cerebellar ataxia, limb apraxia, and acquired apraxia of speech---are discussed to illustrate how different network disruptions produce different observable syndromes. Cerebellar contributions to prediction, adaptation, and motor learning are addressed alongside the limitations of forward-model accounts. Phantom limb phenomena are presented as evidence for the representational nature of body experience. Throughout, a methodological principle is emphasised: description of the impairment must precede localisation, and localisation must precede causal inference. Accurate phenomenological characterisation is the foundation of both clinical assessment and mechanistic understanding.
Ethnocentrism, Implicit Bias, and Linguistic Markers of Social Categorization: An Introductory Overview for Psychology Students
PP-2026-00022
Ethnocentrism, broadly defined as the tendency to evaluate other cultures according to the standards and values of one's own culture, represents one of the most pervasive yet underexamined forces shaping human cognition, social behavior, and scientific inquiry. This article, derived from a guest lecture delivered in an introductory psychology course, explores the psychological foundations of ethnocentrism, tracing its origins in basic cognitive processes such as social categorization and socialization, and examining how it can escalate into stereotyping, prejudice, and, in its most extreme form, racism. Particular attention is paid to the distinction between explicit and implicit bias, including the methodological challenges inherent in studying unconscious attitudes. The article further introduces linguistic markers---specifically accent---as an often overlooked yet powerful cue that individuals use to distinguish in-group from out-group members. Drawing on research in both psychology and applied linguistics, including accent bias studies conducted in Pacific educational settings, this overview argues that recognizing and studying ethnocentric tendencies, whether overt or subconscious, is an essential step toward building more equitable societies and producing more methodologically rigorous psychological research.
Ready to start
Ready to test a new teaching workflow?
Use LectureMinutes to turn lecture delivery into a revisable pedagogical system.