Data Science x AI

Data Science x AI

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What's the Worst Nightmare of an AI Product Builder
The biggest risk facing your AI product
Jan 12 • Stella Liu
How We Evaluate Humans vs. How We Evaluate AI
A Lightning Lesson on tests, performance reviews, and AI product metrics
Jan 10 • Stella Liu
AI Evals: The App-Level vs. Agent-Level “Controversy”
Pick your side?
Jan 5 • Stella Liu
Measuring AI Products: What Truly Matters
Hint: Evals + Analytics
Dec 15, 2025 • Stella Liu
Pragmatic AI Evals: Beyond Vendor Promises
What AI Practitioners Need to Know in 2026
Dec 3, 2025 • Stella Liu and Amy Chen
Why Regulated Industries Became the First Real Adopters of AI Evals
Hint: High stakes and real risks
Nov 20, 2025 • Stella Liu
AI Evals Are Not Unit Tests for AI
Why comparing Evals to unit tests misses the point
Nov 4, 2025 • Stella Liu
From Evals to Analytics
Understanding What Really Happens After Deployment
Oct 21, 2025 • Stella Liu
Data Science x AI
Data Science x AI
AI Evals & Analytics.
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