---
title: "Slides: Your Agent's Biggest Lie: \"I Searched the Web\" — Rafael Levi, Bright Data"
category: "slides"
video_id: "btxGmN8RvNU"
sourceLabels: ["Public YouTube video frames", "Public YouTube metadata"]
---

# Slides: Your Agent's Biggest Lie: "I Searched the Web" — Rafael Levi, Bright Data

## Source Video
[Your Agent's Biggest Lie: "I Searched the Web" — Rafael Levi, Bright Data](https://www.youtube.com/watch?v=btxGmN8RvNU)

## 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
![[assets/slides/btxGmN8RvNU/slide-003.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/btxGmN8RvNU/slide-003.html)
- AI slide classifier: `content_slide` confidence `0.95`
- Text source: advanced OCR `rapidocr-live/left-72/contrast`.
- OCR decision: ready — dense code/editor screenshot with small text

Slide text:

> DPLCESA 01y
> Task +sstee
> 0redeleogepy 0thmcp.py x7 24 1nnes you to coeplate these tstks.ker ech cee,try your best ths data.Ifyoucan't,oxplais vhat weetrog. TASX·
> retobconpereund Emqoirepeetbt ioitmpmg 41 6 2.CooAny-Gett（iekedIa（eepsny profitefer Mistra）A]! lststloost5secifirprtlesthrlces. https://aw.righteove.co.ck/property-to.roat/s1nd.atel/1os attps://nw.1inkedsn.con/copany/alstrol.al/
> AIE 47 3.ptoeTiuEs-(et thoInatagran profile fee @yieion! httpa://w.1ntagao.coa/ylekoy
> 49
> S1 http4://a0o.aa370n.ccm/0p/10901074
> 5.SCia-Getthe TinTok pnofile for ooogiei attps://owo.ciktok.coo/enogle
> 57 koeginaindfyou fosrdGata cnacifferentsite1tSoesnot（ Afterellstsbs,givefleslsorerd;Mowey sacteededvs
> rOtMNE PORRS
> TELINE OUTUNI
> AI Enginee
> EUROPE

![[assets/slides/btxGmN8RvNU/slide-004.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/btxGmN8RvNU/slide-004.html)
- AI slide classifier: `content_slide` confidence `0.95`
- Text source: advanced OCR `rapidocr-live/full`.
- OCR decision: ready — webpage screenshot with small text

Slide text:

> D
> kadin and 3d parties use ess
> Linked Jeinnow
> AIE Similar pages A\
> Mistral Al
> nLabs
> eejob Browse jobs
> Aboutus g* ppe 9i Ppu0 Rnalyet jolis nist jobs dn is bett on te 8p9
> AlEngineer EUROPE

![[assets/slides/btxGmN8RvNU/slide-005.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/btxGmN8RvNU/slide-005.html)
- AI slide classifier: `content_slide` confidence `0.95`
- Text source: advanced OCR `rapidocr-live/bright-screen/contrast`.
- OCR decision: ready — repository screenshot with small text

Slide text:

> Sottioms Fascurces
> Bright Data
> DAjeb
> AIE
> hrlgt dea Top iangunges
> Toe wors's1 web data piatonm
> ypubkeseGrerondrate lee y y od nein wpnlee Montunadsopics
> Why Bright Outs?
> hninbreandeiornd
> QurCoreEcosystem
> 1112AM 4920V
> AI Engineer
> EUROPE

![[assets/slides/btxGmN8RvNU/slide-006.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/btxGmN8RvNU/slide-006.html)
- AI slide classifier: `content_slide` confidence `0.95`
- Text source: advanced OCR `rapidocr-live/bright-screen/contrast`.
- OCR decision: ready — repository README screenshot with small text

Slide text:

> Soluion
> orighedata/skls
> 0<） mqueb Actone
> P2a0ag Qoo Abol
> 日
> AIE esf petk MT Scue
> RACmd d d glupe 1mve Ysso
> [LADUS Salevan
> Bright Data Plugin for Claude Code
> ngearcandtrctureddets
> OATAU
> 1111AV
> Engineering the future of Al

![[assets/slides/btxGmN8RvNU/slide-007.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/btxGmN8RvNU/slide-007.html)
- AI slide classifier: `content_slide` confidence `0.78`
- Text source: agent_vision.

Slide text:

> Google DeepMind


### Hidden Non-Slide Evidence
- [`slide-001.jpg`](/assets/slides/btxGmN8RvNU/slide-001.jpg) — `speaker_stage` confidence `0.99`; speaker on stage with projected slide in the background
- [`slide-002.jpg`](/assets/slides/btxGmN8RvNU/slide-002.jpg) — `title_card` confidence `0.96`; session intro/title card
- [`slide-008.jpg`](/assets/slides/btxGmN8RvNU/slide-008.jpg) — `speaker_stage` confidence `0.98`; Speaker on stage with projected screen; not a standalone slide.
- [`slide-009.jpg`](/assets/slides/btxGmN8RvNU/slide-009.jpg) — `title_card` confidence `0.99`; Branding/title card, not a content slide.

Classification audit: `raw/sources/slide-ai-classification/slides/btxGmN8RvNU/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.