Around Quote by Jeremy Stoppelman
“There is this cat and mouse game that plays out over time where our team comes up with new and interesting ideas to identify content that we shouldn't recommend, and over time people are constantly probing that, trying to figure out how can they get around that and get a better reputation on Yelp.”
About This Quote
Source Corporate: Yelp internal strategy, 2019 (product development)
Continuous cat‑and‑mouse dynamics between recommendation algorithms and user manipulation require adaptive safeguards.
In simple terms: Algorithms must evolve to counteract gaming and protect trust.
Key Takeaway
Implement resilient, adaptive recommendation systems.
Themes
trust
algorithmic integrity
user behavior
Mood
cautious
analytical
Type
strategic
technical
When to use this quote
- e‑commerce
- social platforms
- online reviews
Key Concepts
machine learning
content moderation
reputation management
Questions to Reflect On
- How can human oversight complement AI?
- What signals best indicate manipulation?
A Different Perspective
Over‑reliance on automation may miss nuanced abuse.
