AI Product Sense: The depth that L7+ roles actually test for

Name: AI Product Sense: The depth that L7+ roles actually test for
Uploaded: 2026-02-23T13:31:59+00:00
Channel: Agentic AI Institute
Description: Sign up to get my learning resources: https://forms.gle/sRNjXnsurNxNAUQW7 Product sense hasn't changed with AI—but it's now impossible to hide shallow t...

Agentic AI Institute · Beginner ·💻 AI-Assisted Coding ·1mo ago

Sign up to get my learning resources: https://forms.gle/sRNjXnsurNxNAUQW7 Product sense hasn't changed with AI—but it's now impossible to hide shallow thinking. Join Mahesh Yadav and Nancy Chu (ex-Meta Director, now Leadership Coach) for a masterclass on what AI product interviews actually test for at L6-L7+ levels. 2:15 - AI PM Job Market State (2025-2026 Data) 4:30 - Why Hiring is Taking 23-45 Days Now 6:45 - What AI PM Interviews Actually Test 9:20 - Case Studies: Vibe Coding Tools Requirement 12:00 - Product Taste Still Matters: Gamma, Lovable, Claude Code 18:30 - Nancy Chu Introduction …

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Chapters (29)

2:15 AI PM Job Market State (2025-2026 Data)

4:30 Why Hiring is Taking 23-45 Days Now

6:45 What AI PM Interviews Actually Test

9:20 Case Studies: Vibe Coding Tools Requirement

12:00 Product Taste Still Matters: Gamma, Lovable, Claude Code

18:30 Nancy Chu Introduction & Background

20:15 The $10K-$18K Per Week Opportunity Cost

22:40 Assumption #1: AI Needs Different Frameworks (WRONG)

25:30 Assumption #2: A Few Mocks Will Be Enough (WRONG)

28:45 Why Product Sense is NOT a Math Problem

31:20 How Fighter Pilots Build Judgment (6:1 Ratio)

34:00 Live Example: "Help Humans Talk to Animals" Prompt

36:30 The Mechanical Framework Approach (Surface Level)

42:15 What's Actually Missing: Depth of Understanding

45:40 Going One Layer Deeper: Beyond Functional Needs

49:20 The Real Crux: Connection, Not Translation

53:45 Pressure Testing: Is Language Really the Blocker?

58:10 Grounding in Tech Reality: What Can AI Actually Do?

1:02:30 Vision Setting: Reciprocal Emotional Understanding

1:06:15 Solutioning: Plugging into Existing Workflows

1:10:45 Ethical Considerations in AI Product Design

1:14:20 The Three Core Principles Applied

1:17:50 Summary: Why AI Removed the Safety Net

1:20:30 Next Steps & Opportunity Cost Reminder

1:23:00 Nancy's Community Offerings

1:25:15 Q&A and Closing Thoughts

1:28:40 Upcoming Sessions Preview (AI Security, Azure AI Foundry)

1:32:00 Product Sense Bootcamp Details (April 4th)

1:35:20 Final Resources & How to Connect

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