
Free Lesson
Understand the foundation of AGI : Transformers for PM's
30 min
Nov 14, 2025 12:00 PM
What you'll learn
The Journey to Predicting Language
How attention is all you need works to depict the next word in sentences and its impacts.
How transformers have changed and trajectory of AI.
Learn how Transformers based AI model impact product development.Its limitation and risks that you need to cover for.
What next in AI a world beyond transformers or this is it?
You will able to see how reasoning expectation is not meet, what are new avenues here.
Why this topic matters
This topic is essential for Product Managers because Transformers have revolutionized how machines understand language, enabling more accurate predictions and intelligent responses. Understanding the journey from RNNs to Transformers helps PMs grasp the breakthrough that makes today’s advanced AI products possible. By learning these you can design product grounded in reality beyond hypes.
You'll learn from

Mahesh Yadav
GenAI Product Lead at Google, Ex-Meta, Ex-Amazon & Ex-Microsoft l AI PM Mentor
Previously at