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
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Extracted Slides

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LAB & PLATINUM SPONSORS
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| World's Fair

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

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cece Agents We Use vs. Agents We Build
World's Fair |
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aw Microsoft re cg igi tatngto
TRACK 5 * JULY 1, 2026
Evals

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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).
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TRACKSOJULYO2026 Evals

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

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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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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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TRACK 5 * JULY 1, 2026
Evals

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