Madalina Turlea
Catalina Turlea
Free Lesson

Build the Eval Rubric your AI Product lacks, from scratch

45 min
Nov 12, 2026 12:00 PM

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What you'll learn

Find out what your current checks don’t see

Run one instruction through several models blind. The spread of answers shows the failures your product has that hide.

Annotate outputs to find how the AI actually fails

Learn how to zoom into real AI answers and provide qualifiable feedback into an error analysis

Turn those notes into a rubric you can run

Cluster the failure notes and convert the persistent ones into checks you can score automatically

Why this topic matters

Most AI products ship with a rubric that was written before anyone read an output. It measures imagined problems in vague words, so it passes everything and catches nothing. The rubric your product is actually missing is the one built from how your AI really fails. In 30 minutes we build it from scratch: real outputs, real failures, real criteria. No existing evals, no benchmarks, no setup required.

You'll learn from

Madalina Turlea

Madalina Turlea

Co-founder & CPO @Lovelaice, 10+ years in Product in FinTech

Finastra
Printify
Catalina Turlea

Catalina Turlea

Founder & CEO @Lovelaice | Co-founder & CTO @nilo | 14 years in tech

Nilo
Freeletics
Teleclinic
SIXT Group
1&1
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