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The Death of Educational Content on YouTube

fern | September 5, 2026



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Countless AI slop channels are relentlessly copying our work. So one day we decided: enough is enough. We went undercover to investigate who’s behind them and what this flood of AI slop means for the future of educational content on YouTube.

Many thanks to Dr. Akhil Bhardwaj, neo, Memeable Data and The Present Past for their valuable insights.

Check out their channels:
neo: https://www.youtube.com/@neoexplains
Memeable Data: https://www.youtube.com/@memeabledata
The Present Past: https://www.youtube.com/@ThePresentPast_

Sources:
https://docs.google.com/document/d/14c9vJUltQuvE1tyC4zC61csEhg2GNGxymlQQzmLTt4k/edit?usp=sharing

Music list:
Intro:
Déjà-vu – N01R

Epidemic Sound:
Grieg 2 Elegiac Melodies, Op. 34_ No. 2, The Last Spring – Odyssey Orchestra
Cosmic Slumber – Valante
Beco das Garrafas – El Equipo Del Norte
SPHINX – Blue Steel
Jackpot – Blue Steel
Itsumo – Valante
Bionic – Ethan Sloan
Bad Vibrations – Stefan Ekstrom
Woodwind Reviere – Daniella Ljungsberg
A Truth Unwanted – Stefan Ekstrom
Big Smile Boogie – Speedy The Spider
Interstellar – Blue Steel
Can’t Handle It – Ryan James Carr

Lens Distortions:
Variables
Prolific
Prototype
Awake
Foundations

Tom Fox:
Forever Conflict
Uptight
Deeper Sea
Attractive Forces (Variation 2)
New Formalities
Technically Correct
Minimal Deep Synth

Artlist:
DELNOVA – Follow the River
Ian Post – New World
Tamuz Dekel – The Shoulder Tap
Matooma – Dont Look Back

_____
Armchair documentaries, almost weekly

Written by fern

Comments

This post currently has 49 comments.

  1. @CazM

    September 5, 2026 at 9:13 pm

    Thank you for sharing the black files is AI generated I have unsubscribe from them. Also YouTube could help pretty much everyone on the platform that they brought back the dislike button and let us choose an AI reason we are not interested in certain channels or videos.

  2. @אלוןאנגל-ה9ש

    September 5, 2026 at 9:13 pm

    AI should only be used to improve existing projects instead of making shit from scratch like helpful car grading help with denoising help to improve grammar from a script you wrote yourself don’t let it make shit from scratch

  3. @volcano1979

    September 5, 2026 at 9:13 pm

    YouTube needs to do something about this, because ads are a major source of revenue for the platform. If real people stop watching AI-generated videos, they might eventually be replaced by an AI audience—but AI can't buy the products or services advertised. Consequently, advertisers will stop buying ads on YouTube, and the platform will lose money.

  4. @MLCHRL

    September 5, 2026 at 9:13 pm

    4:08 Ihr heult also rum. Locker 50% der Jobs die wir haben kannst du streichen. Der Unterhaltungssektor ist nur ein kleiner davon. Aber schön, wenn in einem Video darüber geheult wird wie uns doch AI schadet und im anderen wie die Bubble platzt.

  5. @LUXASZify

    September 5, 2026 at 9:13 pm

    having an old channel with dumb gameplays made for my friends to laugh makes me feel soo real.
    even commenting this, and liking other comments.
    I'm glad people who work in fern exists. Great video!

  6. @elliotsimpson-rooke917

    September 5, 2026 at 9:13 pm

    Is there any way in which I can contact you regarding fact checking? It's something I have intimate, working experience with and like you, I am also becoming increasingly uncomfortable with the way things are going. Thanks! :))

  7. @gaa2840

    September 5, 2026 at 9:13 pm

    Youtube can just add "AI slop" button next to likes/dislikes. Or no, they can't. They even hide dislikes. So the main villain here – it is somebody, who makes rules on the platform – and this is youtube. Youtube optimizes watches and retention first. Not the quality content.

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