AI Con USA 2024 - Architecture - Design

Customize your AI Con USA 2024 experience with sessions covering architecture and design.

Tuesday, June 4

Jeff Payne
Coveros
TB

MLOps: DevOps for Machine Learning

Tuesday, June 4, 2024 - 8:30am to 12:00pm

Much attention is given to machine learning model training and testing in the industry. While these activities are essential for producing a production-ready machine learning model, organizations face some critical business challenges that must be addressed when building and testing machine learning models. Things like the reproducibility of results, accuracy of predictions, reusability of components, and trackability of experimentation are all vital to the success of any application.  The term MLOps has emerged as a method for applying DevOps practices and automation to the machine...

Wednesday, June 5

Dona Sarkar
Microsoft
K1

I Got 99 Problems, but AI Ain't One

Wednesday, June 5, 2024 - 8:30am to 9:25am

How many of you have heard that AI is here to take your job? Yeah, exactly. Us too. Apparently, AI is here to take ALL the jobs. Yet, here we are, employed and busier than EVER. Did you know that every large tech company has announced AI products this year with the promise to transform your business? Join Dona to learn: What in this latest AI craze is hype, and what is real? What are successful companies actually doing with AI these days? What are three things that you ABSOLUTELY should be doing in the next six months to get your business ready to implement AI in a secure and responsible...

HIen Luu
DoorDash
K2

AI/ML Adoption Strategies for Enterprises

Wednesday, June 5, 2024 - 9:25am to 10:05am

It is evident that AI/ML is significantly impacting how businesses operate, transforming the enterprise landscape in various ways, enhancing customer experience, improving efficiency, and reducing costs. The desire to incorporate AI/ML is there, but enterprises often struggle with where to start or how to do it in a repeatable and sustainable manner. Hien will discuss the key challenges to AI/ML adoption and share practical strategies for overcoming them. He will explore the critical factors that drive successful implementation, including data readiness, organizational culture, and...

Nevra Ledwon
DecisionBrain
K3

The Unseen Engine of AI: How 5 Innovation-Minded Companies Optimized for Operational Efficiency

Wednesday, June 5, 2024 - 10:05am to 10:45am

Why does one of the AI domains with the highest ROI frequently go unnoticed in mainstream discussions about AI? Could it be that Mathematical Optimization, with its equations and complex algorithms, is too often seen as the exclusive domain of PhDs in operations research or industrial engineering? Thankfully, optimization tools and techniques are now more accessible than ever. In this session, we will explore how mathematical optimization is transforming operational decision-making. We will detail how five innovation-minded companies across diverse sectors are applying optimization...

Matt Eland
Leading EDJE
W8

Mad Data Science: Using AI to Build Ridiculous Things

Preview
Wednesday, June 5, 2024 - 2:20pm to 2:50pm

Have you ever gotten into an argument on whether or not Die Hard is a Christmas movie and thought "If only machine learning could help" or "What could I do to automate my dog's daily routine and make his life easier" or "Is it possible to spend 3 months time to determine if I can sleep in 5 minutes tomorrow morning"? If so, you might get along with Matt Eland. Come join this lighthearted talk as he tours you through some ridiculous uses of AI and Machine Learning with topics ranging from large language models to reinforcement learning to simple regression algorithms. You'll get a...

S&P Global Ratings
K4

Operationalizing Disruptive Technologies—A Fresh Take On Developing Your Business Model

Wednesday, June 5, 2024 - 3:30pm to 4:10pm

From decades-long development of technologies like machine learning to OpenAI’s watershed moment with ChatGPT, companies of all sizes are looking to find and execute on new opportunities and capture the transformative potential of Artificial Intelligence. How can one decide what AI technologies have the best fit for their business? How can one successfully drive value for customers?” Join Sudeep as he proposes a human-focused approach to AI, capitalizing on humans’ ability to innovate, learn, communicate, and share and AI’s ability to process and evaluate huge swaths of data swiftly to...

K5

AI: A Moderated Panel Discussion

Wednesday, June 5, 2024 - 4:10pm to 5:10pm

Artificial intelligence is transforming both society and industry at an exceedingly rapid pace, raising questions about the implications. How will AI shape our future? What ethical and safety considerations should guide its development? What is Artificial General Intelligence (AGI)? How close are we to AGI, and should we be concerned? Join us for a panel discussion moderated by Dionny Santiago and take the opportunity to ask industry leaders the most pressing questions in AI.

Thursday, June 6

Tariq King
Test IO
K6

Humanizing AI

Thursday, June 6, 2024 - 8:30am to 9:25am

AI is becoming human—more human in the way it communicates, responding based on context, and matching the tone that we articulate.

AI is becoming human—quite human in what it generates, expressing itself through creative works and the solutions it quickly formulates.

AI is becoming human—which is evidenced by how well it imitates, deceiving us with convincing content even though we know it hallucinates.

AI is becoming human—is this something we'll appreciate? Or will humanizing AI be the end of us? The trigger to an apocalyptic human fate.

But if AI is...

Jeff Carollo
Apple
K7

Adventures in AI

Thursday, June 6, 2024 - 9:25am to 10:05am

Jeff will share select war stories from his career working on various AI projects, along with crucial mistakes made and lessons learned. The talk will be as informative as it will be entertaining.

K8

Realizing the Potential of AI Tools for Software Development

Thursday, June 6, 2024 - 10:30am to 11:20am

In this keynote, we explore the transformative impact of AI tool adoption in software development, focusing on measuring the tangible benefits, implementing effective dashboarding for real-time insights, and linking time savings to strategic business outcomes. We delve into best practices for quantifying efficiency gains and how these advancements not only enhance immediate development processes but also contribute significantly to broader organizational goals. This discussion aims to equip attendees with actionable strategies for leveraging AI tools to achieve competitive advantage, drive...

Rolf Mistelbacher
Fresh van Root
T2

Prototype at the Speed of Thought: How AI is Changing the Game for Creators

Thursday, June 6, 2024 - 11:30am to 12:00pm

Most product ideas die on the backlog because we can't find the time, lack the skills, or fail to get others excited about them. But thanks to AI, that no longer has to be the case. Product Builders, Project Managers, DevOps Managers, and simply creators of all kinds can turn a napkin sketch into a clickable prototype within hours. Rolf Mistelbacher shares why AI is turbocharging prototyping and how the arrival of new AI-powered creator tools is driving that change. He shows how you can transform your idea into a clickable prototype without writing code—creating wireframes and a user...

Prerak Garg
Microsoft
T3

AI Agents: Orchestrating the Future of Digital Workflows

Thursday, June 6, 2024 - 1:00pm to 1:30pm

The advent of AI Agents heralds a new era in computing, introducing a paradigm shift from conventional application-specific interactions to a holistic orchestration of digital workflows across various platforms and industries. This presentation will explore the concept of AI Agents as a pivotal innovation in artificial intelligence, capable of transforming user experiences by enabling seamless integration and management of tasks across multiple applications. Unlike their predecessors, AI Agents excel in providing a personalized, context-aware interface, learning from user interactions to...

Kevin Pyles
O.C. Tanner
T4

Game Over—AI Steals Data, Is Biased, and Produces Deep Fakes

Thursday, June 6, 2024 - 1:00pm to 1:30pm

It has been two years, and ChatGPT and other Generative AI tools have taken the world by storm. We all still have jobs. Phew! However, AI is still wreaking havoc in our world. Join Kevin as he takes you on an adventure through bias, deep fakes, and privacy concerns. This rollercoaster of a presentation will be fun, scary, and hopefully…well…maybe you will have hope by the end—either way, you won’t want to miss this lively presentation full of controversy, intrigue, and mystery. Wait, is this Clue or a presentation? Guess you will have to join us to find out!

Carlos Kidman
Qualiti
T6

Tips for Building LLM Apps

Thursday, June 6, 2024 - 1:40pm to 2:10pm

The barrier to entry for AI, specifically Large Language Models (LLM), is low and we can take advantage of them in our own tools, projects, and apps. In this session, we’ll build a simple app that uses an LLM which will help us cover: The steps to using AI in a program. LLM Basics. Pick the right LLM. Data Preparation. Evals and Testing. Insights and issues to consider. Tips that you can use as you build your own. Join us for a hands-on session that will help you build your first LLM app or level up your current project!

Rob Nicoletti
HALO Strategies
K9

Embrace AI Holistically and Unlock Your Growth Potential

Thursday, June 6, 2024 - 3:20pm to 4:00pm

In today's rapidly evolving business landscape, AI and machine learning are revolutionizing our operations, promising innovation and efficiency at every turn. But beyond the surface-level benefits lies a deeper transformation—the liberation of our most valuable resources: time, money, and clarity. Join HALO's Founder, Rob Nicoletti in this dynamic keynote as he shares the transformative power of embracing AI holistically. Discover how AI can propel us beyond mundane tasks, freeing us to make meaningful contributions in our work, lives, and in the world. Far from diminishing our humanity,...