Slides: AI Red Teaming Agent: Azure AI Foundry — Nagkumar Arkalgud & Keiji Kanazawa, Microsoft

Source Video

AI Red Teaming Agent: Azure AI Foundry — Nagkumar Arkalgud & Keiji Kanazawa, Microsoft

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:

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slide-002.jpg

OCR text:

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Keiji Kanazawa, Product @ Azure Al Foundry P i “

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slide-003.jpg

OCR text:

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slide-004.jpg

OCR text:

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mask to cover your face so nobody can

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slide-005.jpg

OCR text:

WE'RE ENGINEERS!

WE'VE GOT THIS!

| - a Microsoft Qc?

slide-006.jpg

OCR text:

xn'+6/d

sk_sample.py>

async def main():

#Get Azure AI Projectdetails from environment variables

azure_ai_project_endpoint=os.environ.get("AZURE_AI_PROJECT_ENDPOINT")

#Initialize the service

AIE

service=AzureChatComgletion(

deployment_name=deployment,

endpoint=endpoint,

api_key=api_key

#Initialize the RedTeamPlugin with the target function

red_team_plugin=RedTeamPlugin(

azure_ai_project_endpoint=azure_ai_project_endpoint,

target_func=call_rag_app

PROBLIMS

OUTPUT

DEBUG CONSOLE

TERMNAL

PORTS

AZURE

PROMPTFLOW

(.evalenv)nagkumarenaarkalg-vork-nacrag-postgres-openal-pythonpython evals/safety_evaluation.py

questions_per_category2

node frontend

zh

Spaces:4

UTF-8

Python

evalen(3.11.12)

slide-007.jpg

OCR text:

ed-tea

AIE

PROBLIMS

OUTPUT

DEBUGCONSOLE

TERMNAL

PORTS

AZURE

MOTLdnOHd

evaLuation.py

questions_per_category

Copilot

node fronbend

zh

Microsoft

smol?

slide-008.jpg

OCR text:

AIE

Q&A

Microsoft

smol?

World'sFair

slide-009.jpg

OCR text:

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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.