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AlphaPhoenix | Impressions: Every exploit to break the algorithm targets this baffling metric @AlphaPhoenixChannel | Uploaded 3 years ago | Updated 19 hours ago
Welcome to my first meta-video! Today we will be taking a break from physical science (It'l be back tomorrow) and entering the realm of computer science, with a YouTube video about impressions and the recommendation algorithm that has a self-referential updating thumbnail that tells you how many people have seen the thumbnail!
I also introduce the "CTR-Watch-Time Product" as a metric for video success, effectively the additional time YouTube expects to retain a viewer by showing them a thumbnail. It's an interesting metric when youtube is behaving normally, and for videos of similar length.
At the end, I go into some detail on the python script that's actually updating this thumbnail all the time. Warning: it's absolutely horrendous code
#YouTube #Algorithm #CTRWtP

Music etc. in this video:
I Dunno by grapes is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/3.0/)
http://ccmixter.org/files/grapes/16626

Deep Thought - The Hitchhiker's Guide to the Galaxy
Patrick "push it somewhere else" meme - Spongebob Squarepants
Purple Crewmate - Among Us
GlaDOS voice and screenshot - Portal/Portal 2 by Valve
https://commons.wikimedia.org/wiki/File:CSIRO_ScienceImage_2042_A_row_of_computer_servers_in_a_server_rack.jpg
Slack quotes from other YouTubers used with permission
Impressions: Every exploit to break the algorithm targets this baffling metricElectroshock Catan (pt. 2: How it Works)Inside Grande Pines Observatory: Top-of-the-line amateur astronomyIntroducing the Magneto-TurboencabulatorFreezing water sounds like a special effect #shorts$20 DIY Surfboard Bike TrailerPhysics of HikingThe $5 PVC DIY SledDalek DoorFive years in 49 minutesHow do fluids actually mix?Why does WATER change the speed of electricity?

Impressions: Every exploit to break the algorithm targets this baffling metric @AlphaPhoenixChannel