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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: CS177 Human Centered Product Management

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

November 20, 2025

Spotify Spotify has a plethora of personalized radios, playlists, mixes, and recommended tracks. There is an entire page of playlists “Made for you”. If…

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November 19, 2025

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Personalization Strategies — Customization vs. Automation

November 19, 2025

Spotify uses hybrid recommender systems to drive longer listening and reduce churn. Spotify’s own research shows that personalized playlists (like Discover Weekly, Daily Mix,…

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Product Sense Pushups: Personalization Strategies — Customization vs. Automation

November 19, 2025

Introduction In today’s world, a “one size fits all” business model can be detrimental to success. Every company aims to make you believe their…

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Error Handling as a Retention Strategy

November 19, 2025

Across Slack, Uber, and consumer banking apps, error handling isn’t just part of UX; it’s a revenue-protection strategy. Each product encounters different high-stakes failure…

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Product Sense Pushups: Personalization Strategies — Customization vs. Automation

November 19, 2025

Spotify  A large part of Spotify’s personalization comes from the playlists and mixes they provide. These are based on songs, artists, and genres the…

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Deploy AI Chatbot? Pulsepoint

November 19, 2025

I think Weiss should pause the deployment of a customer-facing Gen AI salesbot and instead focus on deploying the technology internally to support her…

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BUSINESS: Should We Deploy a Gen AI Salesbot?

November 19, 2025

I don’t think PulsePoint should immediately deploy a fully customer facing generative AI salesbot yet. I think the smarter move is to integrate AI…

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November 19, 2025

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