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Data Science x AI

Stella Liu, Amy Chen

AI Evals & Analytics.

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Substack
PricingOnly free issuesPublishesWeekly
Issues34Foundeda year agoLast Issuea month ago
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Latest Issues

AI Evals Are a Design Problem

Writing code has never been easier.
With today’s tooling, you can prototype and ship faster than ever.

But that shifts where the real challenge is.

It’s no longer about writing code.
It’s about deciding what to build and how to evalu...

a month ago
3
3

AI Evals Across the Product Lifecycle

Quick note: The next cohort of the AI Evals and Analytics Playbook starts on April 20. We’ve made this it a self-paced course with recorded lectures, along with abundant 1:1 office hours! There are also hands-on exercises designed to help y...

a month ago
1

Error Taxonomy Generation with SKILL.md

Designing an AI evals project is essentially an SOP.
We were told any SOP can be turned into a skill.

So I tested this over the weekend using a SKILL.md to automate part of the eval design process.

My goal with this experiment is to gen...

2 months ago
3

Everyone Is Building. No One Is Shipping.

Prototyping has never been easier with AI.

Leadership is pushing everyone to become a builder.
PMs, designers, researchers, data scientists. Not just engineers.

Instead of talking to your teammates, talk to AI.
Instead of collecting r...

2 months ago
6

From AI Evals to Business Impact

We just wrapped the second cohort of our AI Evals and Analytics course 🙌

This cohort brought together people from product, data science, QA/QE, and even business owners. Learning is always more fun when you do it with other smart people!...

3 months ago
4

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  • Stella Liu

    AI Evals and Analytics

  • Amy Chen

    Cross-border stories on business, tech, culture & people

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