Sudha Jamthe keynote about Generative AI in smart mobility in the future of transportation
Follow Sudha Jamthe at sudhajamthe.com or learn more about Generative AI at generativeaibook.org
3. Mix of Academic, Strategic &
Operational and AI research
Speciality: AI, IoT, and AV, NoCodeAI
Past eBay Mobile Growth $27 Bil
Business. Love Data and B-models
Teach: Stanford, BusinessSchoolofAI,
Barcelona Technology School
Mentor Business leaders to pivot
career and transform businesses.
Talk/Teach/Write/Advisory/Mentor
SUDHA JAMTHE
TECHNOLOGY FUTURIST
Continuing Studies Instructor
4. My areas of Independent Research
1. Inclusive AI - Autonomous Vehicles
2. GlobalSouthInAI.org - Language AI (LLM)
Research
3. AIX Human Centric Design
https://scholar.google.com/citations?user=U0OgEBcAAAAJ&hl=en
5. 1. FUTURE AI TRENDS
2. GENERATIVE AI
3. INNOVATION
STRATEGIES
1.
6. What you will learn today?
1. Future of Transportation
2. What is Generative AI?
3. AI in AV, OEM, Shared
Mobility
4. Your role and resources to
transform your business
16. How is AI different from
past technologies?
(clue: This is related to your superpower)
1
1
17. Answer: You bring the
data to build it or break
it by testing its limits
1
18. Is Generative AI different
from AI from the past?
What is the Technology answer - AI generates the
data. What is the Business Answer?
1
1
19. How is Generative AI different from past
technologies?
AI is Predictive (Always guessing).
1
2 AI is powered by data
CAN YOU USe THIS IN YOUR INDUSTRY - IN Autonomous Vehicles, IN
OEM Industries, In shared Mobility, Supply chain, Energy Efficiencies
…..
3 Generative AI Generates its answers, does not pick from historic
data from its memory.
20. AI ALGORITHMS AND YOU
SUPERVISED LEARNING (YOU KNOW THE ANSWER AND THE FACTORS)
1
2
3
UNSUPERVISED LEARNING/ DEEP LEARNING (YOU KNOW
THE ANSWER BUT NOT THE FACTORS)
TRANSFER LEARNING (YOU LEARN FROM ONE MODEL AND
USE IT TO TRAIN ANOTHER MODEL TO CREATE FOUNDATION
MODEL)
DO SEMI-SUPERVISED LEARNING TO FINE-TUNE MODEL WITH
DATA
YOU
21. AI IN MOBILITY FOR INDUSTRY
Image source: : McKinsey Center for Future Mobility
23. “
Top Questions Business Should
ask in Building AI?
What can AI do for us? Can we
do this ethically? Strategically?
24. “
Top Question you should ask in
Build vs Buy?
Its all about the Data?
Its all about scaling AI?
Its all about the learning AI ?
25.
26. 1. Start with AI Readiness of your
business/management/industry
2. Strategic Business Objective
3. Short term canibalization vs Long-term
AI opportunities
4. Data Readiness - Single Source of Truth
5. Technology Readiness - Knowledge/data
science resources
6. AI Learning Readiness