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A Higher Common Sense

A Higher Common Sense

A place for Writings about Evidence-Based Design

  • CS 177 Human Centered Product Management
    • CS177 Human Centered Product Management Syllabus
      • Lecture 5B- Agile and Storymapping
    • Lecture 1A | Introduction to Human-Centered Product Management
      • What do you want from CS177
      • 1A Welcome to CS 177: Human-Centered Product Management 1
    • Lecture 1B | Human-Centered Product Management
      • 1B Strategy for Human-Centered Product Management
    • Lecture 2A | Human-Centered Product Management
    • Lecture 2B | Human-Centered Product Management
    • Lecture 3A – Markets & Tech Stack
    • Lecture 3B — Guest and Value Proposition
    • Lecture 4B – Participatory Roadmaps & Case Study
    • Lecture 5a– Agile, User Stories and User Story Mapping
  • CS247B Design for Behavior Change
    • 1A Introducing Design for Behavior Change
    • 1B Norms, Models, Brainstorm, Screeners
    • 2A Norms and Study Guide
    • 2B Ethics, Persuasion and B=MAT
    • 3A Secondary Research and Theories of Behavior Change
    • 3B Switch, Fraud,
  • Product Management Library
  • The How and Why of Sketchnotes
    • Glossary for Design Techniques

Category: Assignment

Comparing the role of personalization

December 1, 2025

Spotify Personalization is a core tenant of Spotify’s product offering. Inherently, the music we listen to and the artist we follow are deeply personal…

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Gen AI Salesbot?

December 1, 2025

Jeannie should not immediately green light the Gen AI salesbot. Instead, Jeannie should invest a reasonable amount into a lightweight pilot, testing the new…

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Product Sense Pushups: Personalization Strategies — Customization vs. Automation – Pratham Hombal

November 29, 2025

Spotify, Linkedin, and Tiktok use different forms of personalization to drive a return on investment for core business metrics. Spotify optimizes through one core…

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CASE STUDY: Follow Dubious Orders or Speak Up (Internship Ethics) – Pratham Hombal

November 29, 2025

The case captures a dilemma that feels extremely realistic as a past intern. With such limited power, speaking up risks your job, your reputation,…

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Product Sense Pushups: Crisis Management — Error States and Recovery – Pratham Hombal

November 29, 2025

In Slack, error handling is important when messages don’t send or channels don’t sync. Even though this sounds like just a missed interaction, it…

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GSPhotoCo – GTM

November 23, 2025

Distribution Channels How will you get your product to customers? (Online, retail, B2B, app stores, etc.) Direct Enterprise Sales (primary) We will conduct focused…

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Product Sense Pushups: Personalization Strategies — Customization vs. Automation

November 20, 2025

Different platforms personalize for different reasons. I looked at Spotify, LinkedIn, and TikTok to see how they adjust when I interact with content way…

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Anthony Radke: Product Sense Pushups: Personalization Strategies — Customization vs. Automation

November 20, 2025

TikTok relies heavily on hyper-personalization to drive its core business model. Because the platform is centered on capturing short-term attention through brief video content,…

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Protected: Product Sense Pushups: Personalization Strategies — Customization vs. Automation

November 19, 2025

There is no excerpt because this is a protected post.

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