LectureMinutes

Building Lecture Minutes — a platform that turns lectures into preprints, assessments, and peer-reviewed research.
Education as continuous knowledge production

[LectureMinutes @lectureminutes]

Free AI notes are everywhere.
Measurable teaching improvement isn’t.
We turn one lecture into study material, an assignment, and a clear map of what failed — so you revise once, not forever.
https://t.co/UFefwg32Z0

[LectureMinutes @lectureminutes]

Don't buy forty notes apps.
Own one teaching record.

Lecture to preprint to assessment, across a department. Faculty start free. Students never pay.
https://t.co/UFefwg2v9s

[LectureMinutes @lectureminutes]

You already know who failed the midterm.
You do not know which slide did it.

Section-level feedback. Revise that part. Keep the rest.

Faculty start free. Colleges can contract it. Students never pay.
https://t.co/UFefwg2v9s

[LectureMinutes @lectureminutes]

Your lecture ended at 50 minutes. The confusion did not.

Turn it into a preprint students can be assessed on. See which section they failed. Revise that part.

Faculty start free. Colleges can contract the same workflow. Students never pay.
https://t.co/UFefwg32Z0

[LectureMinutes @lectureminutes]

@ShaziGoalie AI is not the problem. Legacy assessments are the problem.

[LectureMinutes @lectureminutes]

INSTRUCTOR PATHWAY STUDENT PATHWAY

Lecture upload
↓
Manuscript → Preprint v1 Enroll in course
↓ ↓
Deploy to collection/course --------→ Receive assignment
↓ ↓
←------ confusion signals ------- Chat with preprint (learning)
←------ direct feedback --------- Annotate preprint
↓ ↓
Revise → Preprint v(n) ------------→ Encounter improved version
↓ ↓
←------ MCQ performance --------- Take MCQ assessment
↓ ↓
←------ written work ------------ Submit written assignment
↓
Finalize preprint (DOI)
↓
Submit for peer review
↓
Published paper

[LectureMinutes @lectureminutes]

Anyone considering settling on Mars should live in Antarctica for a few years to test the lifestyle.

[LectureMinutes @lectureminutes]

Summer semester lecturers - remember to record your lectures to engage your students and refine your knowledge

[LectureMinutes @lectureminutes]

The future of higher education is exciting with AI enabled workflow #lectureminutes

[LectureMinutes @lectureminutes]

Students aren’t passive anymore.
In LectureMinutes they review transcripts, validate understanding, and even contribute to revisions — all tracked.
Teaching + assessment become the same continuous workflow.
Institutions: this is how you close the knowledge loop.
https://t.co/HEk22NtA6R #highered #lectures #learning

[LectureMinutes @lectureminutes]

Love this focus on thinking over answers. LectureMinutes lets lecturers turn any class (lab or lecture) into pedagogical preprints with targeted assessments, surfacing exactly where students lose the thread. Data-driven revisions that make teaching more rigorous and inclusive: https://t.co/mI4wKs6irT

[LectureMinutes @lectureminutes]

Grading process-based learning is tough without the right system. LectureMinutes takes lecture videos/transcripts → structured pedagogical preprints → attached MCQs/assignments, so lecturers instantly see engagement breakdowns and improve. One connected workflow for measurable teaching: https://t.co/mI4wKs6irT

[LectureMinutes @lectureminutes]

Exactly — lectures shouldn’t feel like one-off deliveries. Consider this idea — lecturers upload recordings and instantly get structured pedagogical preprints (with sections/hierarchy) that become reusable assets with stories + assessments baked in. Turns spoken teaching into a revisable system lecturers control: https://t.co/mI4wKs6irT

[LectureMinutes @lectureminutes]

Real engagement comes from measurable signals, not just participation. LectureMinutes turns any lecture recording/transcript into structured pedagogical preprints with built-in assignments + MCQ assessments, so lecturers get clear data on confusion points and can iterate fast. From transcript to teaching system in one workflow: https://t.co/mI4wKs6irT

[LectureMinutes @lectureminutes]

Upload a 60-minute lecture (MP4 or MP3) → get a timestamped, speaker-detected transcript in minutes.
Powered by OpenAI Whisper + human-in-the-loop editing.
Accurate enough that researchers at MIT, Stanford & Oxford are publishing from it.
Try it yourself:

[LectureMinutes @lectureminutes]

Tired of lectures disappearing into the void after class?
LectureMinutes turns every recording into structured, citable knowledge — from AI transcription to peer-reviewed papers with DOI.
No more starting from scratch.
This is the knowledge lifecycle your institution has been waiting for.
→ https://t.co/HEk22Nu7Wp

[LectureMinutes @lectureminutes]

Building in public: LectureMinutes is live and ready for your first lecture upload.
Zero preprints published yet… help us change that.
First 10 workspaces get priority onboarding.
DM us or sign up at https://t.co/cCknmpmUUS