From course overload to understanding.

Turn the whole lecture into a clear path.

Upload a lecture and its course materials. Coursenado transcribes the teaching, finds the changing visuals, aligns the sources, and builds a shorter path through the ideas—with every important claim connected back to where it came from.

A fast core path Definitions in place Optional depth branches Source-linked claims

Bring the lecture together.

Add one MP4 lecture, then attach captions, a PDF, or DOCX course notes if you have them. The automated prototype turns the package into a source-grounded learning path.

Private by default · nothing is published · supported prototype inputs are bounded

Automated run · sample fixture

Building your learning path.

estimated: 8–15 minutes
safe to close this tab
larger course sets may take hours
01

Validate & fingerprint sources

Check authorization, formats, hashes, and source identities.

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02

Read captions & speech

Prefer supplied captions; estimate gaps and transcription confidence.

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03

Extract visual changes

Find board and slide transitions; keep ambiguous frames unattached.

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04

Parse companion material

Segment course notes and preserve document page regions.

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05

Align concepts to evidence

Map claims, terms, visuals, timestamps, and document spans.

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06

Build & verify the path

Generate the core, depth branches, checks, and faithfulness review.

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Source-derived core 1 of 4

The induction contract

Induction turns an infinite collection of claims into two finite obligations: establish where the chain begins, then prove that truth moves from one case to the next.

To prove a proposition for every non-negative integer, first prove the base case; then assume it holds for an arbitrary value and use that assumption to establish the next value.

The key move is the : you temporarily assume the statement is true for one arbitrary index. That assumption is not the conclusion; it is the input used to prove the next case.

When both obligations hold, every reachable case follows. The argument is structural: it explains why the property propagates, rather than checking examples one at a time.

Knowledge check

What does the induction hypothesis allow you to do?

Illustrative generated content · source faithfulness not yet pipeline-verified