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My university note-taking | Zettelkasten & more thumbnail

My university note-taking | Zettelkasten & more

Artem Kirsanov·
5 min read

Based on Artem Kirsanov's video on YouTube. If you like this content, support the original creators by watching, liking and subscribing to their content.

TL;DR

Treat note-taking as goal-driven: the purpose of the note determines the workflow.

Briefing

Conventional university note-taking—furiously copying lectures word for word—often fails at its supposed job: helping students learn and remember. The core problem is attention. When students split focus between listening and writing, parts of the professor’s explanation slip by, including linking sentences and crucial definitions. Even worse, detailed notes can reduce recall later, because the brain may treat the information as “offloaded” to external storage and then discard it after successful transfer.

A second reason the traditional approach is losing ground is redundancy. In earlier decades, classes were a primary gateway to unique information because books and other references were harder to access. Today, syllabi, typed notes, textbooks, video explainers, and websites are widely available on demand. That makes the reflex to capture everything in real time less valuable—especially when students can retrieve exact diagrams, mechanisms, and definitions quickly later.

The alternative starts with a simple but decisive rule: different notes serve different purposes, and the workflow should match the goal. The emphasis is not on abandoning pens or keyboards, but on being intentional—asking whether a given jot is creating redundancy or supporting deeper understanding.

A concrete example comes from biochemistry. When a professor explains glycolysis and highlights an enzyme such as glyceraldehyde 3-phosphate dehydrogenase, the advice is to avoid writing down the mechanism itself. Instead, one brief cue—like “mechanism”—is enough because a clean diagram can be found online when studying. The time saved goes to fully absorbing the explanation during class, rather than trying to draw and understand simultaneously.

From there, the note-taking system is organized into three layers. First are fleeting notes: quick captures of ideas that arise during the day, such as a blog topic or a research lead, stored in a phone app, paper, or an iPad notes app. Their purpose is reliable capture and easy access for later processing.

Second are embedded notes, used most often for university learning. After listening to lectures or reading textbooks, the student converts remembered concepts into flashcards—typically question/answer pairs—using tools like Anki or emnode. The key is spaced repetition: regular review builds long-term memory. The example flashcards target enzyme-specific knowledge, such as what reaction an enzyme catalyzes, which amino acids matter in the active site, and how a proton moves during catalysis.

Third are Zettelkasten-style notes, aimed at creative thinking and idea interconnection. Instead of treating lectures as another compartmentalized notebook, the system encourages atomic, interconnected nodes with backlinks—capturing personal insights and relationships across sources. The guidance includes avoiding textbook copying, not turning the system into a subject-sorted archive, excluding obvious entries, and writing only what one genuinely cares about.

Taken together, the workflow channels class time into attention and understanding, uses flashcards to convert knowledge into durable memory, and relies on Zettelkasten networks to connect ideas into a bigger picture—so learning becomes both more efficient and more meaningful over time.

Cornell Notes

The transcript argues that writing everything down during lectures is usually counterproductive because it fragments attention and can reduce later recall. Since information is easy to retrieve now, notes should be intentional rather than redundant. The system uses three layers: fleeting notes for quick idea capture, embedded notes as flashcards reviewed with spaced repetition to build long-term memory, and Zettelkasten notes to create atomic ideas linked by meaningful connections. The payoff is a workflow that turns lecture time into understanding, turns memory into something actively trained, and turns scattered facts into an interconnected personal knowledge network.

Why can “write everything down” hurt learning during lectures?

The transcript highlights two mechanisms. First, attention splits: while writing, students miss parts of the professor’s explanation, including linking sentences and crucial definitions. Second, detailed notes may lower recall later because the brain can treat the information as successfully offloaded to external storage and then remove it from memory after transfer.

How does modern access to information change what notes should do?

With today’s abundance of resources—syllabi, typed notes, textbooks, video explainers, and websites—classes no longer monopolize unique information. That makes copying redundant. The suggested approach is to write only what supports later retrieval or study planning, not to recreate the lecture in full.

What’s the biochemistry example used to justify minimal note-taking in class?

During a glycolysis discussion, when the professor emphasizes glyceraldehyde 3-phosphate dehydrogenase and walks through its mechanism, the advice is not to write the mechanism down. Instead, write a single cue like “mechanism,” because a clear diagram can be found online later. The saved effort goes to absorbing the explanation in real time.

What are fleeting notes, and what makes them “fleeting”?

Fleeting notes are quick captures of ideas that appear during the day—such as a blog post idea or a topic to research. They’re stored wherever is convenient (phone, paper, or an iPad notes app). Their job is reliable capture so the idea can be processed later.

How do embedded notes turn lecture understanding into long-term memory?

Embedded notes are built into flashcards after processing lecture or textbook material. The transcript describes creating question/answer cards (often in Anki or emnode) and then revising them against the source to fix gaps. Spaced repetition is the crucial step, with the student keeping up to 300 cards before an exam.

What distinguishes Zettelkasten notes from conventional class notebooks?

Zettelkasten notes aim to collect atomic ideas and connect them with backlinks, supporting creative thinking and a “second brain” network. The transcript warns against copying textbook content, turning the system into subject folders with few links, adding obvious entries, or writing only to avoid work. The goal is personal idea interconnection, not a compartmentalized archive.

Review Questions

  1. What two attention/memory problems does the transcript associate with detailed lecture note-taking?
  2. Describe the purpose of each note layer (fleeting, embedded, Zettelkasten) and give one concrete example for each.
  3. Why does the transcript recommend writing a cue like “mechanism” instead of the full biochemical mechanism during class?

Key Points

  1. 1

    Treat note-taking as goal-driven: the purpose of the note determines the workflow.

  2. 2

    Avoid splitting attention during lectures; missing linking sentences and definitions can outweigh the benefits of writing.

  3. 3

    Detailed notes can reduce later recall because the brain may offload information to external storage.

  4. 4

    Modern resources make “capture everything” redundant; write intentionally rather than comprehensively.

  5. 5

    Use fleeting notes for quick idea capture, stored in whatever tool is immediately available.

  6. 6

    Convert class understanding into embedded flashcards and rely on spaced repetition for long-term retention.

  7. 7

    Build Zettelkasten notes as atomic, interconnected ideas with backlinks—without copying textbook text or turning the system into subject-only folders.

Highlights

Furiously writing during lectures can fragment attention, causing students to miss linking sentences and crucial definitions.
With easy online access to diagrams and explanations, a single cue (like “mechanism”) can be more useful than recreating the entire explanation.
Embedded notes rely on flashcards plus spaced repetition, often reaching hundreds of cards before an exam.
Zettelkasten notes are positioned as an idea network for connections and creativity, not a subject-sorted notebook.

Mentioned

  • Zettelkasten