TTA2026: AI & the Future of Transit Administration


Hello my new Texas Transit friends, colleagues, & partners!
AI took notes for me as I presented my AI & the Future of Transit Administration keynote. Then, AI turned those notes into a song and here it is! Your specific AI notes and the key slides are also here. Feel free to share any of these materials.

On this page, you will find:
– the custom
AI GENERATED SONG based on the AI keynote (it’s actually good!)
– the
AI NOTES from your session transcribed by Otter.ai
– a downloadable
PDF SUMMARY of the most important slides
Please let me know how I can be helpful in the future!
Dan

Dan Chuparkoff

A.I. & Innovation Keynote Speaker
CEO, Reinvention Labs
Former Technology Leader from
Google, McKinsey, & Atlassian

Listen to the
AI KEYNOTE SONG

The easiest way to review or share the key points of my AI Keynote is with this song: the full keynote, matched with slides, in 4m32s!

PDF SUMMARY of key slides

This “Slide Cheatsheet” was customized for your specific talk. It’s designed to help audience-members like you, by wrapping my AI & the Future of Everything keynote into an easy-to-skim, easy-to-share, or easy-to-print resource for future reference.

Download a 3 page
high-resolution PDF here:

Hope you find it helpful!

AI NOTES from Dan’s AI Keynote

*These notes were created automatically by Otter.ai. Transcription errors or mistakes have not been fixed
in order to demonstrate the current state of AI notes.


Summary

Dan Chuparkoff discussed the transformative impact of AI on various industries, emphasizing its role as an assistant rather than an automator. He highlighted AI's ability to improve productivity, citing a 1400-fold improvement in parking lot design using AutoCAD. Chuparkoff noted AI's limitations, such as its inability to handle complex decisions and its reliance on pre-trained data. He stressed the importance of leveraging AI to enhance communication, decision-making, and problem-solving, particularly in the transit industry. Chuparkoff also introduced AI's potential in real-time translation and meeting efficiency tools, predicting significant changes in global collaboration and work efficiency.

Action Items

[ ] Review the slides sent after scanning the QR code.

[ ] Review the notes from Otter and the Solve, Decide, & Imagine keynote song after the session

[ ] Type the prompt: ‘What are 10 ways that AI is changing my industry…?‘ so that you can stay informed about the transformations in your work.

Outline

Introduction to Dan Chuparkoff & AI

  • Speaker 1 introduces Dan Chuparkoff, highlighting his 30 years of experience in technology at companies like Google and McKinsey.

  • Dan Chuparkoff discusses his career in helping people turn complex technology into practical actions across various industries.

  • Dan Chuparkoff introduces the topic of AI, emphasizing the importance of understanding what to hand to AI, what to keep human, and how to move faster without losing judgment.

  • Dan Chuparkoff begins with an AI-generated video to show the current state of AI-generated content, noting the improvements in quality over time.

AI's Impact on Technology & Work

  • Dan Chuparkoff explains how AI is rapidly changing everything, predicting that everything on a list of tasks for the next month will be different in two years.

  • He discusses the opportunities and confusion AI will create, emphasizing the need for people to learn new things and empowering them to do amazing new things.

  • Dan Chuparkoff shares his personal journey from a troubled childhood to a leadership role at Google, highlighting the importance of reinventing work with technology.

  • He recounts his first job in high school, drawing parking lot lines, and meeting Mr. Pock, who used AutoCAD, which was a significant technological advancement at the time.

The Role of AI as an Assistant

  • Dan Chuparkoff explains the difference between AI as an assistant and an automator, emphasizing that AI will help with new work but won't solve complex problems.

  • He shares his experiences with various technological advancements over the years, from PCs to data science and remote work, and how they changed the way people worked.

  • Dan Chuparkoff predicts that AI will become as ubiquitous as other technologies, changing the way people interact with information.

  • He discusses the common misunderstandings about AI, comparing it to a pinata where people are banging at it without knowing what's inside.

Understanding AI's Limitations

  • Dan Chuparkoff explains why AI makes mistakes and why this problem will never go away, emphasizing the importance of understanding AI's limitations.

  • He discusses the concept of AI as a probability machine, which means it can't always provide the right answer with high confidence.

  • Dan Chuparkoff shares an exercise with the audience to illustrate how AI predicts the next most likely word in a sentence, highlighting its limitations in understanding context and humor.

  • He explains that AI learns from the consensus of the room, which means it often provides average answers, not the best ones.

AI in Transit & Its Impact

  • Dan Chuparkoff discusses the ways AI will change the work of transit leaders, operators, and staff, focusing on improving dispatch, maintenance, customer service, staffing, resilience, and budget efficiency.

  • He shares examples of how AI is already being used in the transit industry, such as live telematics alerts, grounded agency questions, and paratransit schedules based on real-time rider needs.

  • Dan Chuparkoff emphasizes the importance of starting conversations with AI to understand how it can help improve work in the transit industry.

  • He highlights the need for AI to provide previews of what's coming, show risks, and suggest software providers that could accelerate the journey.

AI as a Business Transformation Coach

  • Dan Chuparkoff explains that AI is not just a tool but a business transformation coach that helps organizations prepare for the future.

  • He discusses the importance of democratizing AI, making it accessible to everyone, and not waiting for IT teams to deliver AI solutions.

  • Dan Chuparkoff emphasizes the need to change the way people think about work and how AI can help make work better, regardless of the task.

  • He introduces the concept of AI as an intern, which means it needs guidance and review to produce useful results.

The Role of AI in Communication & Collaboration

  • Dan Chuparkoff discusses the importance of communication and collaboration in the workplace, noting that 68% of people's time is spent in meetings, phone calls, email, and chat.

  • He highlights the potential for AI to improve meeting efficiency by providing smart meeting facilitators that keep teams on track and provide better notes.

  • Dan Chuparkoff shares his personal experience with using AI for meeting notes and how it has made his life easier.

  • He introduces the concept of AI-generated songs to make information more engaging and memorable.

AI's Impact on Global Collaboration

  • Dan Chuparkoff discusses the impact of AI on global collaboration, noting that AI is making it possible for people to communicate in their preferred languages.

  • He shares his experience with using AI for real-time translation, which allows him to speak and understand multiple languages.

  • Dan Chuparkoff highlights the potential for AI to create a more inclusive and efficient global workforce.

  • He discusses the future of AI, including the development of devices that will allow people to have conversations with their AI assistants in real-time.

Creating Efficiencies with AI

  • Dan Chuparkoff emphasizes the importance of creating efficiencies at the bottom of the work pyramid, which includes communication and collaboration.

  • He discusses the need to give some of these tasks to AI assistants to free up time for solving hard problems, making better decisions, and imagining new solutions.

  • Dan Chuparkoff highlights the importance of retaining decision-making power and the ability to solve and imagine new things, which are critical for leadership.

  • He concludes by encouraging the audience to focus on creating efficiencies and using AI to help them achieve their goals.

Thank you!