Before you press play
What you’ll find in the video
- Separate suspicious-email screening from draft-or-skip decisions. A text-writing model drafts the reply, and Cole retains review before sending.
- Use Jev to remove obvious news noise, then let a smaller language model judge audience fit when it needs more context.
- Check incoming information against existing knowledge before processing it again. Cole sends uncertain duplicate cases through rather than risk missing something new.
Worth knowing
OpenRouter-sponsored creator walkthrough, not an independent benchmark or security test. Probabilistic prompt-injection screening is not a security boundary; hard permissions, data separation and review are still needed. The examples are high-level rather than a complete code-along. The disputed cost figure is omitted. JevMade retrieved the original English auto-transcript through YouTube’s public transcript panel, covering substantive sections from 0:00 through 13:15; the closing signoff is clipped. Playback was blocked, so no audiovisual viewing or code execution is claimed. Three secondary article summaries remain companions to this video, not separate entries.