AI & Tools desk — breakout report
they’re shutting it DOWN
Wes Roth's upload has reached 194.6K views — about 10.9× the ≈17.9K this channel typically draws at the same age.
Key facts
- •10.9x Wes Roth's own 90-day median — this channel normally draws about 17.9K views at the same age.
- •194.6K views so far, published 9h ago.
- •Category: Education · Language: en · Quality: HD
- •"Breakout" is measured against this exact channel's trailing 90-day median at matching video age — not a generic niche average.
Updated 2026-10-22 03:10 UTC
View trajectory
Views this upload has gathered since it published, last measured about 6h in — from our own tracking.
Published Oct 21, 2026 · 9h ago. How breakouts are measured →
From the creator
AI helped uncover something dangerous in the software behind a huge part of the internet. Government websites went offline as a precaution while defenders raced to respond. Here's how OpenAI and Google's models helped researchers uncover PHP2Shell, why finding the flaws was only the beginning, and what you can do to…
Category: Education · Language: en · Quality: HD
Topics: Society
Related breakouts
01 199.1× Chen Goldberg (CoreWeave) on the AI loop, Forge and infrastructure for agents Alex Volkov from ThursdAI · 109.8K VIEWS · NORMAL ≈ 552 · 9 DAYS AGO 02 104.3× OpenAI dropped 722 math papers. Mathematicians are split. Alex Volkov from ThursdAI · 46.2K VIEWS · NORMAL ≈ 443 · 12 DAYS AGO 03 68.1× बिना इंटरनेट मोबाइल में टीवी कैसे चलायें 😱 EasyCap USB Capture Card Setup Sahil Free AI Tool · 30.3K VIEWS · NORMAL ≈ 445 · 10 DAYS AGOSubscribe — 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
Check your inbox to confirm — one tap and you're in.