recommendation algorithms

A Technology Connections video essay arguing that algorithmic feeds make people passive about finding content, leading to complacency in how they seek information. It urges people to actively choose what they consume.

Veritasium's Derek Muller explains his hypothesis that YouTube's algorithm, not viewer preference, drives views, and that click-through rate has become the key metric. He argues this pushes creators toward clickable titles and thumbnails and leads to burnout.

Coffee Break analyzes about 40,000 videos from seven months of YouTube's trending tab. It examines whether trending is biased toward mainstream media and late-night shows.

The Game Theorists analyze how PewDiePie rose to become the most subscribed channel on YouTube. The video looks at why let's plays and gaming channels thrive on the platform.

Folding Ideas examines weird, algorithm-gamed children's content on YouTube, from automated toddler videos and educational spam to exploitative prank channels. It looks at how autoplay and recommendation systems reward this material.

A two-minute remix-style video set to Hall of the Mountain King that mocks Anthony Fauci's Covid pandemic statements. It circulated widely among vaccine and mandate skeptics.

A Philosophy Tube video essay on data, surveillance and the algorithms built on personal information, touching on Cambridge Analytica and the 'nothing to hide' argument.

A Jubilee debate-format video in which progressive commentator Mehdi Hasan faces twenty far-right conservatives. It covers contentious political topics in a confrontational discussion.

Thunderf00t's critique of SpaceX's claims, arguing its launches are not actually cheaper than competitors or the Space Shuttle. It questions the economics of reusability.

John Oliver's Last Week Tonight segment on auto lending, showing how lenders steer vulnerable buyers into subprime loans and crushing debt. It uses comedy sketches to explain the practices.

A one-minute clip of William Shatner trying to describe the awe of space after a Blue Origin flight while Jeff Bezos sprays champagne.

A Thunderf00t video debunking Energy Vault, a gravity-based energy storage scheme that stacks concrete blocks with cranes. He argues it is impractical and compares it to pseudoscience.

A 2017 video arguing that banks and Blockstream steered Bitcoin toward the Lightning Network. It is partisan commentary from the Bitcoin Cash side of the scaling dispute.

A trader channel clips Jim Cramer describing market manipulation techniques hedge funds use. The clip is framed as context for odd short-term market moves.

A 54-minute video by a former MrBeast worker alleging that MrBeast's operation is fraudulent, including claims that some contests are staged or manipulated.

A one-minute montage of Elon Musk promising Tesla robotaxis would arrive "next year" over eight years. It was published by Dan O'Dowd's media channel, which campaigns against Tesla's self-driving software.