Slides: Make your LLM app a Domain Expert: How to Build an Expert System — Christopher Lovejoy, Anterior

Source Video

Make your LLM app a Domain Expert: How to Build an Expert System — Christopher Lovejoy, Anterior

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:

aWws

en)

@®Graphite W Windsurf MongobB

Mdaily £3 augmentcode WorkOS

slide-002.jpg

OCR text:

Own yourvertical Aolaysook for buildinga o

comain-native LLM application ha,

i”

i oO

| a Microsoft Qo)

slide-003.jpg

OCR text:

Anterior

WereaNewYork-based,clinician-led

companythatprovidesclinical

AIE

reasoning toolsandsolutionsto

accelerateandautomatehealthcare

administration

BACKEDBY

NEA

SEQUOIA

andFOUNDERSOF

DoooMod

ALLIMNCF

Google

Meta

Microsoft

amazon

McKinsey

&Company

IMPERIAL

NHS

aws

slide-004.jpg

OCR text:

OUP BET FOR VERTICAL AT APPLICATIONS:

an

LE ee ese

5 ra

SYSTEM Tor an pane Lae Megas yaseaeaacdllet

; le : SOONISTICATION

I RICS Se Olee kel ale we ay veliaane aia

ate tetclealaicie igi een eee

ec and pipelines

c

slide-005.jpg

OCR text:

Wirvy is tt arc! to successfully agply

| Lis to specialized incustries’

mvt i)

| mw Microsoft §GDOU

slide-006.jpg

OCR text:

An exampic cinical case processed by

On eee ne oa ee eet

Gh ls there documentation of unsuccesstul

merinpakvic tarrearis fae atk aan ae

conservative therapy for at least 6 weeks?

E -—T, i)

u Microsoft §=Gocl)

slide-007.jpg

OCR text:

We achieved a paseline performance of 95% tor approvind Care...

| V1 fai)

mw Microsoft § SOU

slide-008.jpg

OCR text:

Ve acnieved a baseline performance of O5% tor anproaving care...

then tlerated with asoectific customer to >OS% within 6 weeks

—— ee Nic

KDE Deal

V1 9

a Microsoft §= SOU

slide-009.jpg

OCR text:

(2)Empowerdomainexpertstodefineand

maintain afailure mode ontology

AIE

Photo

Teke

extraction

ertrastion

location

Handuriting

Medcolrecord

Under-inference

extraction

extraction

Chgckbox

MedicalNecessityReview

extraction

Failure Modes

Logic

representation

reaso

Rles

interpretation

21Em

Rudlesouree

seeetion

Microsoft

smol?

slide-010.jpg

OCR text:

(3) Measure eras together

on oroduction data to uniock tarceted Insiqnts

; i. a . 7 ; oe a os

Ree eee ae

i | 7 |

| ' wick aS 000 Oh

slide-011.jpg

OCR text:

AIE

MEASURE

SpecfyFailuremode'tofx

Makechanges

ReviewAIoutputs

Analyze perfornance

toprioritisework

Produetion

Performance

opplication

insights

"Failure mode

dataset"eval

Chnica!

AI

ChnicalPA

engineer(s)engineer(s)

Make decisions

aboutnaking ive

See inpact of changes

aws

slide-012.jpg

OCR text:

catasets enable target

ae enable targeted product

.

slide-013.jpg

OCR text:

Empower your to make

Improvements cirectly with soon ric and

a x 7 ne

al . \

os a ca. aa y

ao ; F “

. : / 7

| 1 - Kr - ve Bi =) /

|

7 | a Microsoft ary?

f _ ©

slide-014.jpg

OCR text:

A

AIE

Putting it together

Microsoft

smol?

slide-015.jpg

OCR text:

Takeaways

2 ‘lobuild domain-native LUM applications you necd to salve tne

uO TAG Ran emeretmeROcercHMl- BRM cTs 01016 RR Ole R18 OeHOESl0/ | CNT in

a pover this system by reviewing Al outputs to

arora leiaatie! ; an O Rn tee esetete

Tee ei

» This takes production cata and uses it to give your LLM oreckicta

ees ercreROlALe(Crecteala.el (BRO) MOLU(CKOIRA CT UIOlE-C1 ODIs

« Jhoeresultis asel’-imoroving, data-driven process that can be

—. ereenovaa meas

- q :

|:

F

slide-016.jpg

OCR text:

AIE

Thankyou

pherovejyMD

chris@anterior.com

chrislovejoy.me

Anterior.com/Company

Microsoft

smol?

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.