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AUGUST 12-14
MGM GRAND, LAS VEGAS

AgendaSpeakersWho AttendsVenueSponsorsAbout Us
Register now


AGENDA

Plan Your Conference Experience with Ease. Explore the sessions and tracks at
Ai4 2024. Stay tuned for the detailed agenda, which includes speaker session
times, and valuable insights.

Spotlight


OFFICIAL KICKOFF COCKTAIL

We’re hosting a special cocktail hour at 5pm on Monday, Aug 12th to kick things
off! Make sure to arrive early enough to catch this opening event & start making
connections.

Spotlight


MAIN STAGE KEYNOTES

We’re proud to welcome the world's leading AI voices to our keynote stage to
highlight AI's biggest challenges and opportunities. Don't miss these key
sessions on the mornings of August 13th and 14th!

Spotlight


AMERICA’S LARGEST HOTEL – THE MGM GRAND

The MGM Grand, located in the heart of Vegas on the Las Vegas Strip, features a
casino, four outdoor pools, a lazy river, and several world renowned restaurants
including Morimoto, Joël Robuchon, and more.

Spotlight


DAILY HAPPY HOURS

Relax & unwind! Both Tuesday and Wednesday evening, after the conference content
ends, we’re hosting a happy hour on the exhibit floor featuring a different
specialty cocktail each day.

Spotlight


WOMEN IN AI RECEPTION

Join us for a cocktail reception celebrating women in AI! Mix and mingle with
other women and allies in data and AI.

Spotlight


GENERATIVE AI TRACK

Come learn all about LLMs! Generative AI has taken the world by storm. We’ve
dedicated an entire track to exploring the applications of this new breakthrough
in artificial intelligence. Explore this track on the full agenda here.

Spotlight


AI ETHICS & FUTURE OF HUMANKIND TRACKS

Join one of the most important conversations for both enterprise and society at
large. Enjoy topics like model explainability, model bias, and
regulation/compliance. Explore the new dilemmas created by this paradigm shift
in technology. Learn more on the full agenda here.

Spotlight


100+ AI EXHIBITS

Our exhibit hall has doubled in size! Explore over one hundred cutting edge AI
solutions at your fingertips. Get the tools you need to accelerate your AI
program. See the full sponsor list here.

Spotlight


VCS & STARTUPS

The conference features hundreds of AI startups and VCs. If you’re looking to
meet founders, raise your next round, or gain strategic advisors, you’ve come to
the right place. Find who you’re looking for in our Startup Track, in the
Exhibit Hall, and in the Ai4 Networking App. We also have a special ‘Startups &
VCs Cocktail’ for startup Founders/CEOs and VCs.

Spotlight


ROUNDTABLE DISCUSSIONS

These small 8-15 person peer-led discussion groups are an opportunity to have
candid conversations with those facing similar challenges. Our various sessions
cover AI ethics, generative AI, regulation, implementation, & more.

Spotlight


ASK THE EXPERTS

Ai4 will be hosting “Ask the Experts” sessions with several notable speakers
from the most innovative companies. This is a perfect time to discuss your AI
projects with subject matter experts. These will occur for one hour each
throughout the event.

Schedule of Events


--------------------------------------------------------------------------------

Tracks

AI Ethics and Social Impact with Ai

AI Fundamentals

AI Research

All Things Data

Automotive

Blockchain

Computer Vision

Cybersecurity

Finance

Future of Humankind

General Seccion

Generative AI

Government

Healthcare

HR & Recruiting

Innovation Stage

Insurance

Legal

Manufacturing

Marketing & Customer Experience

Media & Entertainment

ML Ops & Platforms

Media & Entertainment

NLP

Recommender Systems

Retail

Roundtable

Supply Chain & Logistics
Monday 7Tuesday 8Wednesday 9
Clear All
AI Fundamentals
AI Research
Cybersecurity


7:00 AM - 8:30 AM

BREAKFAST & NETWORKING


4:00 PM - 7:00 PM

MACHINE LEARNING: ENABLING NEW PRODUCTS FOR UNDERSERVED PEOPLE

Advances in machine learning and the availability of new data sources are
enabling new types of businesses and products for traditionally underserved
people.

Deputy General Counsel
OpenAi

ai fundamentals / automotive / generative ai


9:00 AM - 10:00 AM

MACHINE LEARNING: ENABLING NEW PRODUCTS FOR UNDERSERVED PEOPLE

Advances in machine learning and the availability of new data sources are
enabling new types of businesses and products for traditionally underserved
people.

Deputy General Counsel
OpenAi

ai fundamentals / automotive / generative ai


10:55 AM - 11:15 AM

EFFECTIVE AI AT SCALE


9:00 AM - 10:00 AM

MACHINE LEARNING: ENABLING NEW PRODUCTS FOR UNDERSERVED PEOPLE

Advances in machine learning and the availability of new data sources are
enabling new types of businesses and products for traditionally underserved
people.

Deputy General Counsel
OpenAi

ai fundamentals / automotive / generative ai


9:00 AM - 10:00 AM

MACHINE LEARNING: ENABLING NEW PRODUCTS FOR UNDERSERVED PEOPLE

Advances in machine learning and the availability of new data sources are
enabling new types of businesses and products for traditionally underserved
people.

Deputy General Counsel
OpenAi

ai fundamentals / automotive / generative ai


TRACKS

Discover the latest trends, advancements, and best practices shaping the future
of AI as industry experts, government organizations, disruptive startups,
investors, research labs.


INNOVATION STAGE

This track was designed to showcase the industry’s leading AI startups and also
provide a VC perspective on industry trends. All companies showcased in this
track are handpicked by the Ai4 team as the up-and-comers to be on the lookout
for. Most of these sessions will be conducted in a shorter 10-minute pitch-style
format.

AI Startups & VCs

The world’s top VC’s and early-stage AI startup founders take the stage. Startup
founders give shorter, 10 minute “pitch” presentations. Topics include...

 * Cutting Edge AI Products
 * The AI Industry Outlook
 * Investing In AI Companies
 * Startups
 * VCs


CROSS-INDUSTRY TRACKS

Talks within these track are suggested for everyone & require no technical
expertise. The focus here is broader in scope and with conversations relevant to
every industry.

AI Ethics & Alignment

AI Ethics thought leaders explore one of the most important conversations for
society today. Themes span AI alignment, what ethical AI really means, as well
as the processes, tools and strategies that will lead organizations and society
down the right path. Specific topics include...

 * What is AI Ethics?
 * What is the nature of ethical AI for businesses?
 * AI Alignment
 * Strategies for Ethical AI

AI Governance, Regulation & Compliance

Responsible AI is critical, yet poorly understood and difficult to carry out.
Executives face great pressure to bring about substantial ROI from investments
into AI while also doing so “responsibly”, yet there is often little consensus
on what constitutes responsible AI use, and less still on how to operationalize
responsible AI. To complicate matters more, the regulatory landscape for AI is
evolving quickly, causing great uncertainty. Join this track to take a deep dive
into AI governance, regulation, and compliance. Topics include...

 * Defining the Responsible use of AI for Businesses
 * Worldwide Regulation around Data
 * Worldwide Regulation around AI
 * Compliance
 * Effective AI Risk Management
 * Pillars of an AI Governance Strategy
 * Responsible use of Data
 * Data Governance
 * Developing Your AI Governance Framework and Strategy
 * Collaborating and Communicating with Key Stakeholders around AI Governance
 * Tools and Strategies for Responsible use of AI
 * Stakeholders for responsible AI / Successful AI Governance

AI Transformation

In this cross industry track, discover how executives at top organizations think
about building and scaling AI across their organizations for business success.
Topics include...

 * Taking the First Step with AI
 * Deriving ROI from AI
 * AI Operations
 * Proof of Concept to Effective Scaling
 * Data Science Leadership
 * Key Tools, Platforms, Technologies
 * Key Strategies
 * Organizational Structures and Process
 * Build vs Buy
 * Data Needs
 * Hardware Needs
 * Talent Needs & Hiring

Data Strategy

Data is the new oil – or so you’ve heard. This track will take a deep dive in
how organizations can understand and make use of their data to take advantage of
this often overlooked resource.

 * Identifying What Data You Already Collect
 * Strategies to Discover and Communicate the Value of Your Data
 * Tools, Platforms, and Processes for Making Use of Your Data
 * Collecting, Structuring and Understanding Your Data
 * Use Cases – Simple and Complex – For Your Data

Generative AI

Generative AI has catapulted AI into the limelight, capturing the attention of
individuals and institutions worldwide. Consumers and businesses, equipped with
the newfound powers of creating all types of media in seconds and using LLMs for
an ever growing list of tasks, understandably are both curious and apprehensive
about this paradigm shift. Join these sessions to do a deep dive into generative
AI...

 * What is Generative AI?
 * LLMs
 * Image and Video Generation
 * Audio Generation
 * Leveraging Generative AI for ROI
 * Selecting Foundational Models
 * Training Generative Models on Proprietary Datasets
 * Building Generative AI Models
 * Foundational Models
 * Integrating Generative AI Workflows Into Operations
 * Compliance and Risk for Generative AI

Productivity Tools

We are moving towards a world in which knowledge workers each have an AI powered
assistant for everything, gathering information, coding, crunching numbers, and
doing anything else needed, freeing up humans for strategic thinking, decision
making, and human interaction. This track will explore Ai powered tools and
their impact on knowledge worker productivity. Topics include...

 * Coding Assistants
 * LLMs
 * Copywriting
 * Research and Information Retrieval
 * Intelligent Analytics Tools

Social Impact of AI

Despite AI being around since the 60s, society is only now beginning to
understand its impact. This transformative technology’s effect will be
multidimensional and far reaching. Join this track to hear from experts on how
AI will impact society at large, including areas like the economy, geopolitics,
philanthropy, human wellbeing, and more. Topics include...

 * AI for Good
 * The Future of Humankind and Machines
 * Existential AI Risk
 * Distribution of Work
 * AI Alignment
 * AI & Geopolitics
 * The Economy & AI
 * Deepfakes
 * Societal Harm from AI
 * Poverty & AI
 * Climate Change & AI
 * Human Well-Being & AI
 * AGI


INDUSTRY TRACKS

Our industry tracks include topics & use cases specific to your industry. No
technical expertise required. These tracks were designed for our executive-level
attendees holding non-technical roles. Click to expand and read more...

Education

AI unlocks new possibilities in education. Large language models,
personalization, and analytics have the potential to transform the learning
experience for students. Additionally, universities stand to become more
efficient and more financially healthy with AI. Topics include...

 * Universities and AI
 * Online Education and AI
 * LLMs
 * AI Enhanced Learning Experiences
 * AI Automation and Enhanced Business Practices
 * Personalized Learning

Financial Services

The Financial Services is full of exciting use cases for AI. In this track,
enjoy talks from Banks, Insurers, Investors, Lenders and Credit Card Companies,
Fintechs and more. Topics include...

 * Insurance
 * AI in Banking
 * Credit Cards and AI
 * Generating Alpha with AI
 * Algorithmic Trading
 * Alternative Data
 * Credit Cards and AI
 * Credit Scoring
 * AI Risk
 * Risk Management and AI
 * AI and Fraud
 * Compliance
 * Solving problems with AI in Banking
 * Network Anomaly Detection
 * Underwriting
 * Generative AI for Finance

Government

From warfare to government operations, the public sector has much to gain from
AI. Explore this track to discover how governments collect foreign intelligence,
defend their borders, keep citizens safe, and provide products and services with
AI. Topics will cover...

 * U.S. DoD and AI
 * CIA and AI
 * Foreign Service / State Dept and AI
 * Law Enforcement and AI
 * Facial Recognition
 * Government Transformation around AI Infrastructure Modernization for AI
 * Healthcare Programs and AI
 * Intelligent Automation with AI
 * Local, State, Federal
 * Public Policy and AI

Healthcare

Healthcare is full of exciting use cases for AI. In this track, enjoy talks from
top providers, payers, pharmaceutical companies, medical device companies,
health tech startups, and more. Topics include...

 * AI Enhanced Patient Experience
 * Fraud Waste & Abuse
 * Developing Drugs with AI
 * AI and Clinical Trials
 * AI Driven R&D
 * Diagnostics
 * Radiology
 * Patient Management
 * Provider Automation
 * Medical Devices
 * Wearable Devices
 * AI driven Surgery
 * Mental Health and AI
 * Personalized Medicine
 * Electronic Health Records
 * Clinical Decision Support
 * Pricing & Risk
 * Population Health
 * Generative AI

Manufacturing

If you’ve ever walked into a modern day manufacturing facility or even watched a
video online, it’s easy to imagine the possibilities for AI to take over the
entire process. Manufacturing use cases for AI are growing rapidly as companies
seek to increase efficiencies and prioritize worker safety. Join this track to
dive into AI for manufacturing. Topics will include...

 * Predictive Maintenance
 * Robotics
 * Safety
 * Intelligence Automation
 * Plant Operations
 * Assembly Operations
 * Improving Throughput
 * Reducing Machine Downtime
 * Reducing Defects and Cost

Retail, CPG, & eCommerce

AI is transforming Retail, Consumer Packaged Goods, and eCommerce. This track
will dive into how organizations can leverage AI for supply chains, product
manufacturing, pricing, recommender systems and more. Topics include...

 * CPG
 * eCommerce
 * Shopping Experience and AI
 * Retail
 * Inventory Management
 * Supply Chains
 * AI driven pricing
 * Checkoutless Technology
 * Conversational AI
 * Demand Forecasting
 * Pricing
 * Discovery
 * Product Comparison
 * Manufacturing


JOB FUNCTION

Job function tracks focus on how AI relates to certain roles in enterprise
settings. The focus of these tracks are cross industry.

CIO & IT Leaders

The birth of the internet brought about the need to collect, store, and
safeguard data as well as maintain cutting edge computing systems for business
related needs. The IT leader was born! Now, AI has represented another massive
shift, with more information being collected, an even greater need for cutting
edge technology that works, and business leaders placing ever greater demands on
information technology groups to “make the magic happen” with AI! This track
will explore the role of IT leaders in the age of AI and their unique
perspective, strategies, and needs. Topics include...

 * IT Leadership and AI
 * IT systems in the age of AI
 * Cutting edge AI tools and platforms
 * Scaling AI infrastructure across organizations
 * Collaboration with relevant stakeholders for successful AI
 * Pitfalls and challenges for AI adoption

Cybersecurity

The future of defense is AI-powered. Don’t miss presentations from the world’s
leading private sector companies, government institutions, cybersecurity
providers and startups. Topics include...

 * Threat Detection and Response
 * SOC Automation
 * Identity and Access Management
 * Insider Threats
 * Data Privacy
 * Generative AI

Data Analytics & BI

 * Business Intelligence and AI
 * Analytics and AI
 * Cross Industry Risk Management and AI
 * Corporate Finance and AI
 * Accounting and AI

Design: Image & Video Generation

Generative AI has unlocked an entirely new world for designers across every
industry. Whether you design new fashion, commercial and residential buildings,
the user experience for software, or new consumer products, AI means you can
experiment, iterate, and finalize at lightspeed to realize your creative vision.
Topics include...

 * AI Enhanced Patient Experience
 * Fraud Waste & Abuse
 * Developing Drugs with AI
 * AI and Clinical Trials
 * AI Driven R&D
 * Diagnostics
 * Radiology
 * Patient Management
 * Provider Automation
 * Medical Devices
 * Wearable Devices
 * AI driven Surgery
 * Mental Health and AI
 * Personalized Medicine
 * Electronic Health Records
 * Clinical Decision Support
 * Pricing & Risk
 * Population Health
 * Generative AI

Marketing, CX, & Advertising

By 2030, almost every customer interaction will be driven by AI, a critical tool
for those aiming to win new customers and retain pre-existing customers. Topics
include...

 * Customer Experience and AI
 * Generative AI
 * Understanding your customers with AI
 * Call Center Automation
 * Conversational AI
 * Chatbots
 * Customer Acquisition and Retention
 * Personalization
 * AI driven pricing
 * Targeted Marketing
 * Advertisements
 * Market Research and Product Development
 * Call centers

Product Managers

The explosion of AI powered software means that your tried and true product
manager will likely end up managing a product that includes AI at some point. AI
products have their own unique characteristics and challenges. Join this track
for a look at how the role of Product Manager changes in the age of AI. Topics
include...

 * Product Managers and AI
 * What it takes to Build AI Products
 * Challenges for PMs working on AI Products

Sales

Sales can be greatly enhanced with AI, and in such a high stakes function every
additional deal and incremental efficiency matters. AI can be leveraged to
identify likely prospects, make forecasts, gather information, and more. Topics
include...

 * Recommendation Engines
 * Generative AI
 * Analytics
 * Lead Scoring
 * Customer Segmentation
 * Personalization
 * Forecasting


PROJECT TYPE

These tracks are designed for a more technical audience. Project type tracks
refer to specific areas of work or use cases for AI. These tracks are cross
industry.

AI Research

The bleeding edge of AI that hasn’t made it into production. While our other
tracks focus on productionized models, these sessions will pique your curiosity
and give you a glimpse of what’s at the edge of AI/ML. Topics include...

 * Machine reasoning
 * Causal AI
 * Capsule Networks
 * Reinforcement Learning
 * Small Data
 * Federated Learning
 * Evolutionary Algorithms
 * Adversarial Learning
 * Causal Inference
 * Multimodal modeling
 * Ensemble models
 * Neural Networks

Blockchain

The combination of blockchain and AI technologies promises trustless execution
with machine intelligence. This dynamic represents the cutting edge of today’s
technology developments. Topics in this track will cover...

 * Introduction to Blockchain Theory and Use Cases
 * Blockchain and AI – How Do They Interact?
 * Future Innovation with Blockchain and AI
 * AI on the Blockchain
 * Distributed Ledger Technology for Secure & Effective AI

Computer Vision

Vision models can now interpret car traffic, detailed medical images, and human
faces. In this technical track, CV leaders will explore the latest techniques
for applying computer vision to help push your projects forward. Join us for
technical deep dives into the latest computer vision models. Topics include...

 * Facial Recognition
 * Visual Search
 * Deepfakes
 * Image Classification
 * Object Detection
 * Video
 * GANs
 * CNNs
 * Transformers
 * Action Recognition

Cutting Edge Model Architecture

Data scientists are tasked with coming up with clever ways to use analytics and
machine learning to solve problems. Sometimes solving the problem involves the
latest and greatest model architecture – and sometimes it may not be necessary
for business objectives. This track will address the most powerful model
architectures that organizations leverage, and dive into what sorts of problems
require which cutting edge architecture. Topics will span...

 * Transformers
 * CNNs
 * Neural Networks and Deep Learning
 * Model Architecture Selection
 * Training & Production

Data Prep for Modeling

Data is the fuel for all machine learning applications. “Garbage in, garbage
out”, as they say! This technical track will cover all topics related to making
machine learning work better by enhancing your data operations. Come to dive
into ETL, data sourcing, cleaning, structuring, feature engineering, and
database management. Additionally, we will address figuring out how to make use
of your data. Topics will span...

 * Understanding and making use of your data
 * ETL
 * Data sourcing
 * Cleaning
 * Structuring
 * Feature engineering
 * Database management
 * Platforms and Tools
 * Synthetic Data
 * Data Labeling
 * Data Visualization
 * Data Pipelines
 * Unstructured data

Generative Models: LLMs to GANs

Generative AI is largely responsible for society’s fascination with AI, and more
use cases will continue to emerge. In this track, take a deeper dive into the
models and strategies that enable generative AI, such as transformer models and
reinforcement learning with humans in the loop. Topics will span...

 * Generative AI
 * LLMs
 * Images and Video Generation
 * Transformer Models
 * GANs
 * Reinforcement Learning
 * Cutting Edge Generative AI Techniques

Hardware: Chips, GPUs, & Beyond

Hardware is a critical component of successfully using AI. Training AI requires
significant computing resources, and organizations must develop a strategy for
buying or renting GPUs. This track will dive into hardware needs. Topics
include...

 * Hardware infrastructure
 * Low latency and high utilization
 * Hardware optimization
 * GPUs
 * Embedded hardware
 * Bandwidth of data sets
 * Supercomputers
 * Model architectures and hardware

ML Ops & Platforms

Learn how the best technical leaders deploy and maintain machine learning models
in production reliably and efficiently. Data science and ML ops leaders will
look at the end to end process of applying machine learning in an enterprise
setting, considering all operations and platforms / tools along the way. Topics
include...

 * Getting Models into Production Successfully
 * Data management, Flow, and Pipelines
 * Scaling Machine Learning Across the Enterprise
 * Model Architecture Selection
 * Training
 * Enabling Application Developers to Work with Models
 * Post-Production Concerns: Maintenance, Metrics, Monitoring
 * Teams and Collaboration Best Practices
 * Machine Learning Platforms & Tools
 * End to End ML Processes

Natural Language Processing

Recent events have demonstrated the power of large language models, putting NLP
front and center. This technical track will explore how industry practitioners
are building natural language processing models to power their internal and
consumer-facing applications. Topics will include

 * Text to Speech
 * Speech to Text
 * Chat + Voice Agents
 * Open-Ended Question Answering
 * Document Processing + OCR
 * Natural Language Generation
 * LLMs
 * Sentiment Analysis
 * Search
 * Tools, Platforms, Strategies for NLP
 * NLP Models
 * NLP Operations

Recommender Systems

From listening to music to streaming TV, we touch rec systems every day.
Personalized recommendations have found myriad uses within industry: e-commerce,
media, education, social networking, and beyond. Topics in this technical track
will span...

 * Bias & Ethics of Recommender Systems
 * User Modeling
 * Context-Aware Recommender Systems
 * Conversational Recommender Systems
 * Content Recommender Systems
 * Product Recommender Systems
 * Model Architectures for Recommender Systems

Reinforcement Learning

Of the approaches to training AI models, reinforcement learning is often the
most misunderstood and enigmatic when compared to supervised and unsupervised
learning. And yet, it provides incredible value when executed properly. This
track will dive into reinforcement learning strategies and use cases. Topics
include...

 * Reinforcement Learning
 * Reinforcement Learning with Human in the Loop
 * Intro to Reinforcement Learning


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