The "First Principles" framework for mastering AI as a business leader.
The winners of the next decade won't just define the problem — they'll master the technology itself. Stop guessing. Start building technical intuition.
You've spent your career mastering the problem space. GenAI demands you master the technology space too.
If you can't confidently talk about transformers, RAG, and model feasibility, you're at a massive disadvantage. You need technical intuition, not buzzwords.
Make product decisions without relying 100% on engineering. Learn to evaluate new models and capabilities on their own merits.
Understand failure modes before they reach your users. Don't build blind — know exactly where your AI product will break.
A hands-on playbook that moves you systematically through the stages of mastery.
From idea to interactive prototype
Designing production-ready systems
Strategy & execution
Led AI product strategy at Meta on the teams behind Llama and responsible AI. Teaches "Generative AI for Product Managers" at Stanford Continuing Studies, translating frontier research into pragmatic product playbooks.
"Vikash's course helped me land my first Gen AI and a high-visibility project at my company — and ask the right questions of engineering and the business."
"A fantastic intro to Generative AI. Vikash introduced the basics then built on them, and every session was engaging. Impressive breadth and depth."
"Demystified GenAI and showcased its transformative potential in product development, with hands-on projects and real-world applications."
Don't get left behind in the problem space. Join the next cohort and start building yesterday.
Secure your spot →