Demo of a production tool — four tabs of a larger console, on its own data. back to the portfolio →

Studio

Why AI confidently lies (and how to catch it) ▶YouTube Foundations
‹ pipeline
Comic
Tiếng Việt
Script
Material · each grounded in the deck
Course deck
The tier's deep-dive deck. Everything on this page is grounded in it, which is what makes one canvas honest.
Brief
writer
A tight brief for this piece — the angle, a hook, three key points, a CTA.
✓ **Angle:** AI doesn't lie because it's broken — it lies because "being right" an
Carousel
writer
Six slides, one punchy line each, the last one the call to action.
✓ Slide 1: AI never lies on purpose — it just predicts the next most likely word,
Captions
writer
Three captions — short, medium, long — each with its own hashtags.
✓ **Short & punchy** AI doesn't know when it's wrong — it just sounds sure
Hooks
writer
Eight opening lines that stop a scroll, varied by angle.
✓ 1
Thumbnail brief
writer
Three big-text options, the visual concept, and the emotion to carry.
✓ **Big-text options (pick one):** 1
Diagram
writer
A simple Mermaid diagram explaining the tier to a beginner.
✓ ```mermaid flowchart TD A[You ask a question] --> B[AI predicts the most<br/
Beat sheet
writer
1
Writes the beat sheet from the deck, then grades every caption against it. Grade F never renders.
○ idle
writestagereviewvoice
Panel art
artist
2
One image per panel (~$0.045 each) from that panel's own scene, cached — then opens every PNG and asks it six questions.
○ idle
Comic strip
artist
4
The graded sheet as 1080x1350 pages, one PNG per page. Reads the art cache; never draws.
○ idle
Narration
writer
3
Two or three spoken sentences per panel that explain it — longer than the caption, which stays on screen.
○ idle
Video from comic
director
5
One scene per panel — the picture with its bubble and caption, the narration spoken over it.
○ idle
Booster
director
6
A short vertical cut built from a single panel, in all three canvases.
○ idle
Beat sheet (VI)
writer
1
Translates only what a reader sees. The action, cast and prop stay English so every cached drawing is reused.
○ idle
Comic strip (VI)
artist
2
The same pages and the same art with Vietnamese text, written to its own folder. $0 of art.
○ idle
Narration (VI)
writer
3
The graded narration line by line, keyed to its own panel. Not re-graded — the English source already passed.
○ idle
Video from comic (VI)
director
4
The same cut in Vietnamese, as its own mp4. Anything untranslated is spoken in English rather than left blank.
○ idle
Script
writer
1
A 60–90s spoken script for non-coders: a hook, three beats, a CTA.
✓ **Why AI confidently lies (and how to catch it)** Ever notice AI never says "I
Narrated video
director
2
Speaks the saved script over the tier's real diagram and an animated walkthrough of its core ideas.
✓ done
Script (VI)
writer
3
Translates the approved script, keeping its structure and beats so the two videos match.
○ idle
Narrated video (VI)
director
4
The same video in Vietnamese, on a free neural voice, as a separate mp4.
○ idle