Slides: Voice In, Visuals Out: The Agony and the Ecstasy - Allen Pike, Forestwalk Labs

Source Video

Voice In, Visuals Out: The Agony and the Ecstasy - Allen Pike, Forestwalk Labs

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

slide-001.jpg

OCR text:

AIE

Voice In, Visuals Out

The Agony and the Ecstasy

AllenPike,ForestwalkLabs

AIEngineeringWF,2026

slide-002.jpg

OCR text:

“Audio is the human-preferred

LS input to Als, but vision is the

preferred output from them.”

— Andre] Karpathy. May 2026

oe Ap

1 an v

P |

slide-003.jpg

OCR text:

OUpt

THEME

Probetoiities

DARK

LIGHT

dit

BREAKPOINT

AIE

DESKTOP

TABLET

MOBILE

NETWORK

Arccolor

Arc width

Arcglow

Postona

Encodng

Postional

Arcdensity

Cnysize

Visualization

Interactivity

slide-004.jpg

OCR text:

Oup

THEME

DARK

LIGHT

Sit

BREAKPOINT

AIE

DESKTOP

TABLET

MOBILE

NETWORK

Arccolor

Arcwidth

Arcglow

Postona

Enoodng

Postional

Arc density

Visualization

Interactivity

Beauty

slide-005.jpg

OCR text:

AIE

THAJOOO

Voice In

slide-006.jpg

OCR text:

ee Ere Marne T onl atl — -

Seer ee as MAAC rion IY ne Oa Ee rata eee

f af POLS NRSC CLS — simple instructions fae rta)

. nage 3 :

fmiied yw « c -<

r 4 a] ) aw 4

i Vas -Ba vy *

— bi : at eS

ak oe

a a Dees t ak

| 42° Oe { wv

What's going on... : KKkwhattotypeherem . Hopefully Al makes a 3 Wtdid too well. + Just leamed this :

te vens "8 evens ° Detter lawyer Twitch oy cen: 8 ay ews .

4 SMeeas

E en

fanaa _

slide-007.jpg

OCR text:

a

ic ae

slide-008.jpg

OCR text:

The Tyranny

AIE

of Latency

slide-009.jpg

OCR text:

AIE

200ms-seamless voice

100ms-feelsinstant

slide-010.jpg

OCR text:

rae] Pillars of low latency

Fast models

, }

ray

slide-011.jpg

OCR text:

[ae] Pillars of low latency

Fast models Short intervals Stable cache

Fi

7 Ve

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.