/channel · 2 channels · 346 uploads

Small numbers, shown anyway.

Subscriber counts are pulled from the YouTube API, not typed in. They are small. The point of the AI channel is the reps: one claim per video, under 90 seconds, no hype, the same discipline as the write-ups.

AI news, translated for data people.

subscribe. or don't. the algorithm's watching either way.

https://www.youtube.com/@jhanalytics2.0 ↗

A faceless shorts channel that takes what just happened in AI and pulls out the one mechanism that matters: the failure mode, the cost math, the benchmark that holds up. One claim per video, under 90 seconds, no hype. The current run is the Failure Report series: what broke, why, and the fix.

Shorts · latest

I made Hacker News read itself to me every morning #ai #productivity #contextvariables #opensource

42 views · Sep 12, 2026

What Your AI Chat DELETES When It Gets Long #ai #aiagents #opensource #chatgpt

20 views · Aug 25, 2026

33.2% Off The AI Bill. The Caveman Part Did NOTHING. #ai #claudecode #llm #opensource

34 views · Aug 21, 2026

5 Words Choose Every Clip. Then AI SHUFFLES Them. #ai #aivideo #contentcreation #opensource

2 views · Aug 20, 2026

Why your AI gets slower the longer you chat #localllm #kvcache #ai #applesilicon

8 views · Aug 19, 2026

Your AI Keeps Suggesting The Idea You Already KILLED #aiagents #claudecode #devtools

23 views · Aug 18, 2026