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▲ 2882 points • 640 comments • by karpathy • 5d ago • HN discussion ↗

Pangram verdict · v3.3

We believe that this entire text is human-written.

0 %

AI likelihood · overall

Human
100% human-written 0% AI-generated
SEGMENTS · HUMAN 1 of 1
SEGMENTS · AI 0 of 1
WORD COUNT 248
PEAK AI % 0% · §1
Analyzed
Oct 31
backend: pangram/v3.3
Segments scanned
1 windows
avg 248 words each
Distribution
100 / 0%
human / AI fraction
Verdict
Human
Pangram v3.3

Article text · 248 words · 1 segments analyzed

Human AI-generated
§1 Human · 0%

karpathy Home Blog 31 Oct, 2026 It was Friday night at 11pm, I was tired, I went to YouTube to watch something and realized that I was looking at an enshittified wall of slop. Insanely exaggerated thumbnails, dumb recommendations of the same tired topics, truly terrible idiocracy-grade content. I'm sure this algorithm works well for the median person on the internet, but it definitely does not work for me. So this morning (Saturday) I took a hold of my Opus 5.5 and gave it the task: Let's write our own YouTube clone based on whatever videos have been recommended on Hacker News. And Opus came back with: hackertube.org! Opus downloaded all comments of HackerNews, filtered them down, ran Sonnet over them in a workflow, got rid of spam and low grade content, and narrowed them down to just 40K comments recommending a YouTube video. In total, we get 6,454 YouTube videos that have been recommended by a few people on HN from 2007-2026 across 150 topics. Then we wrap it up in a YouTube UI, get a domain, push to a VPS, secure, harden, optimize and voila! HackerTube: Contains quality content Uses the 50% thumbnail instead of the uploaded thumbnail Custom and good ForYou recommendations without any user accounts, storing state in local browser session Keyboard shortcuts Export of the site's data available to give to your agent to easily create your own version This takes ~2 hours now. I can breathe again. Thank you Opus 5.5 <3.