Navigate AI Interview Questions Without Frameworks

Fri, Jun 26, 2026

6:30 AM UTC (45 minutes)

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Agentic AI Product Management Certification using Claude Code
Mahesh Yadav
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What you'll learn

Identify When You're Hiding Behind a Framework

Spot the signs that your thinking is shallow instead of deep.

Answer AI Questions Without Scripts

Work through real interview questions by thinking out loud. Navigate ambiguity when the "right answer" isn't obvious.

Ground AI Solutions in Human Needs

Connect AI capabilities to what users actually want. Build solutions around emotions, not just features.

Why this topic matters

Frameworks like CIRCLES used to be enough. You learned the pattern, practiced it, passed interviews. But in 2026, AI companies don't hire based on pattern-matching. They hire based on judgment. You're answering an AI interview question. The hiring manager asks "But why?" Your framework doesn't have an answer. You realize you haven't actually thought about the problem—you've just followed steps.

You'll learn from

Mahesh Yadav

Ex AI Product Lead -Google l Meta l Microsoft l AWS | 10k+ Alums l Founder - Agentic AI Institute

Mahesh Yadav brings 20+ years of experience building AI products at Google, Meta, AWS, Microsoft. He holds 12 patents in AI training, power management and computer vision. He has launched major agentic-AI initiatives (for example launching an agent for AWS Bedrock, featured in CEO keynote) and trained thousands of professionals to succeed in AI roles. With this programme you get rare access to CEO-level of mentorship.
Substack AI PM Newsletter l Linkedin Community of AI PMs l YouTube For Free Sessions Recordings
Currently, he is building back-office AI agents for the enterprise, starting with in-house legal teams through LegalGraph.AI. His work bridges education and real-world AI deployment, helping organizations adopt agentic systems that automate complex knowledge work.

Previously at

Google
Meta
Amazon Web Services
Microsoft
See all products from Mahesh

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