---
title: "Slides: 0vphxNt4wyk"
category: "slides"
video_id: "0vphxNt4wyk"
sourceLabels: ["Public YouTube video frames", "Public YouTube metadata"]
---

# Slides: 0vphxNt4wyk

## Source Video
[](https://www.youtube.com/watch?v=0vphxNt4wyk)

## 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/0vphxNt4wyk/slide-001.jpg]]

OCR text:

> LAB & PLATINUM SPONSORS
> Amazon AGI Lab ANTHROP\C Google DeepMind MINIMAX
> OpenAl ZB ss akamar arize 2YS %Braintrust bright data
> B Srowserbase %docker -NEO4) ORAcLeE PayPal ¢&
> -y reducto (yy Sonar’ © togetherai (ff Unblocked €} WorkOS

![[assets/slides/0vphxNt4wyk/slide-002.jpg]]

OCR text:

> *
> ws
> Sea ceed
> | World's Fair

![[assets/slides/0vphxNt4wyk/slide-003.jpg]]

OCR text:

> chad Vibe Checks Fail in Production
> World's Fair |
> Scie
> Engineering the future of Al

![[assets/slides/0vphxNt4wyk/slide-004.jpg]]

OCR text:

> cece Agents We Use vs. Agents We Build
> World's Fair |
> PRESENTED BY spy meee oy OT ea ten ae]
> aw Microsoft re cg igi tatngto
> TRACK 5 * JULY 1, 2026
> Evals

![[assets/slides/0vphxNt4wyk/slide-005.jpg]]

OCR text:

> CACYOATA SkillsWork?(SkillsBench1.1)
> ted skills jump resolution rate from 33.9% = 50.5% (+16.6 pts)
> Curecod hurranarxten sidis boost task resolutien by +16.6 polnts overal (33.9% - S0.sx).
> 0733
> TRACKSOJULYO2026 Evals

![[assets/slides/0vphxNt4wyk/slide-006.jpg]]

OCR text:

> Worid'sFair CEffiCact WatHinGs Self-Generated& Bloated Skills Fail
> Gnlt tEhoth vs. Parottahce!
> Fast, low boken overhesd, hgh pe Cornpsct (c 200 Ines)t +19.0
> Optimal baerce of guidarct i. Stnderd (200--500 Pnes: +
> Cnstruction grit begins to degrad Ceteled (500-1000 Knes)
> Comprehenria (> tooo Ine
> Self-generated skils hurt aocuracy -8.t to -f1.5 point loss Blost burre rth
> TrackGoJuLyt,2026 Evals

![[assets/slides/0vphxNt4wyk/slide-007.jpg]]

OCR text:

> ice Triggering Skills: Model vs. User
> aceasta ls | ee
> TRACK 5 * JULY 1, 2026
> Evals

![[assets/slides/0vphxNt4wyk/slide-008.jpg]]

OCR text:

> an Gemini Interactions API Skill
> World's Fair
> SO Ot Rn Saar TO
> 7 a a ~ Cer Bats SI A HE c Ee
> oe | PODS tre pp tee gees - . 7 - pees
> TRACK 5 ¢ JULY 1, 2026
> Evals

![[assets/slides/0vphxNt4wyk/slide-009.jpg]]

OCR text:

> AIEWORLD'SFAIR-2OMINUTETALX Don't Ship Skills # Run skill evals with ablotion test
> WithoutEvals eval_runner run evals/dcploy_eval.yoml --with-vs-without-skills\
> --runs=3
> Building Reliable Agent Capabilities Ski11Lift:+35.2%（Readytoship!)
> Philipp Schmid, Staff Engineer, Google DeepMind
> Engineering the future of Al

![[assets/slides/0vphxNt4wyk/slide-010.jpg]]

OCR text:

> ehak chai Oe ed eared eel SES Oe TSC ee
> eo
> | ee ee |
> TRACK 5 * JULY 1, 2026
> Evals

![[assets/slides/0vphxNt4wyk/slide-011.jpg]]

OCR text:

> elas aheil Siglo cuNcagialetins |< hOmnTe 14 [o>] RTI@MMCt iT
> World's Fair |
> TRACK 5S * JULY 1, 2026
> Evals


## 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.