Slides: Why Eval++ Is the Next Great Compute Primitive — Sunil Pai & Matt Carey, Cloudflare

Source Video

Why Eval++ Is the Next Great Compute Primitive — Sunil Pai & Matt Carey, Cloudflare

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 0.89
Text source: agent_vision.
OCR decision: ready — dense product screenshot and small on-slide text are better handled by OCR

Slide text:

Engineering the future of AI

Hidden Non-Slide Evidence

`slide-001.jpg` — speaker_stage confidence 0.96; stage photo with people in front of an unreadable projected slide
`slide-002.jpg` — speaker_stage confidence 0.96; stage photo with people in front of an unreadable projected slide
`slide-003.jpg` — speaker_stage confidence 0.95; stage photo with people in front of an unreadable projected slide
`slide-005.jpg` — title_card confidence 0.99; brand/title card, not a presentation content slide

Classification audit: raw/sources/slide-ai-classification/slides/SKDJo2CopRs/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.