Slides: Your AI Product Will Fail Unless You Can Explain It - Veronica Hylak, Hey AI

Source Video

Your AI Product Will Fail Unless You Can Explain It - Veronica Hylak, Hey AI

Relationship To World's Fair 2026

These slides are extracted from a public AI Engineer YouTube video connected to World's Fair 2026. Speaker-matched clips are supporting context unless later confirmed as exact session recordings; official livestream recordings are day-level/event-level source material.

Related Scheduled Sessions

No individual scheduled session mapping has been assigned yet; treat this as an event livestream deck.

Extracted Slides

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.98
Text source: agent_vision.

Slide text:

After:

Who made this bug report?

Hidden Non-Slide Evidence

`slide-001.jpg` — demo_video confidence 0.98; Handheld speaker shot with prop, not a presentation slide.
`slide-002.jpg` — speaker_stage confidence 0.99; Speaker hallway shot, no slide content.
`slide-003.jpg` — speaker_stage confidence 0.99; Speaker close-up, no slide content.
`slide-004.jpg` — demo_video confidence 0.96; Split-screen speaker/demo video, not a standalone slide.
`slide-005.jpg` — demo_video confidence 0.98; Cinematic B-roll/demo shot, not a slide.
`slide-006.jpg` — demo_video confidence 0.97; Speaker shot with overlay card, not a standalone slide.
`slide-007.jpg` — title_card confidence 0.96; branding/title card, no substantive slide content
`slide-008.jpg` — speaker_stage confidence 0.99; speaker on stage, no readable slide content
`slide-010.jpg` — demo_video confidence 0.98; non-slide video still / costume frame

Classification audit: raw/sources/slide-ai-classification/slides/d_Ftrl3vfV0/audit.json

Slide-Derived Subjects To Review

Subject extraction uses video title, related session titles/descriptions, transcript context, and OCR text when available. OCR is best-effort and should be reviewed against the embedded slide images.