Ground Truth — AI News for Engineers

53 subscribers. This is what normal looks like here — measured, so you know instantly when it isn't.

36 days of measured history · 92 videos tracked

Key facts

•53 subscribers; tracked in the AI & Tools desk.
•Normal views at 24h: ~5; at 7 days: ~22.
•Baseline built from 37 videos.
•Every video here is scored against this channel's own trailing 90-day median at matching age.

5median @ 24h

22median @ 7 days

37videos in baseline

last 10 uploads vs baseline

The breakout multiplier is a Contentine Brief calculation from public view counts — not a YouTube metric, and not endorsed or provided by YouTube.

0.0×	PHP2Shell: AI Found the Bug Behind 70% of the Web 2026-10-22 · Short	0
0.0×	PHP2Shell Explained: AI Found the PHP Bug Behind 70% of the Web 2026-10-22	0
1.5×	Meta Muse Leaked Private AI Chats 2026-10-22 · Short	22
1.6×	Meta Muse Leaked Private AI Chats Through Share Links 2026-10-22	6
0.6×	OpenCode Hacked: The Defenders' AI Refused to Help 2026-10-20 · Short	25
0.9×	The DeepSeek Ban Started in June. We Just Found Out. 2026-10-20 · Short	35
1.1×	AI Agents Hacked John Deere, OpenCode Got Hit, and Microsoft Says Agents Can't Be Trusted 2026-10-20	10
0.7×	GitHub's Top 5 Repos, Week 42 2026-10-19 · Short	41
0.5×	GitHub's Top 5 Repos This Week (Week 42) 2026-10-19	5
0.1×	An AI Forged Its Own Login Tokens 2026-10-18 · Short	3

Add to your watchlist

Get Ground Truth — AI News for Engineers's breakouts by email

Monitor a channel you don’t own — a competitor, a target, a channel you’re scouting. We email you the moment one of its uploads breaks its own baseline, then stay quiet. No account; confirm once, unsubscribe anytime.

Subscribe — the AI & Tools desk

When a AI & Tools video runs 5–10× its own channel's normal, we catch it while it's still climbing — the biggest AI & Tools breakouts, one free weekly email. Add other desks anytime.

One free email a week — the videos beating their own channel's baseline
Ranked by multiplier, with the rising title topics that week
FLASH the moment a channel you watch breaks out · one-click unsubscribe

See a sample issue →

Check your inbox to confirm — one tap and you're in.