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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

Extracted Slides

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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

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OCR text:

*

ws

Sea ceed

| World's Fair

slide-003.jpg

OCR text:

chad Vibe Checks Fail in Production

World's Fair |

Scie

Engineering the future of Al

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

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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

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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

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OCR text:

ice Triggering Skills: Model vs. User

aceasta ls | ee

TRACK 5 * JULY 1, 2026

Evals

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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

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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

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OCR text:

ehak chai Oe ed eared eel SES Oe TSC ee

eo

| ee ee |

TRACK 5 * JULY 1, 2026

Evals

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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.