Data Science x AI
Stella Liu, Amy ChenAI Evals & Analytics.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 36 | Founded | a year ago | Last Issue | 10 days ago |
| Active | |||||
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datasciencexai.substack.comLatest Issues
A Month in China: AI, Tech & ROI
I spent most of June in China.
I go back every year, and each time I return with new observations about technology.
This year, in addition to visiting family and friends, I also took some short trips within China and used AI to plan them....
What About Agent Evals
AI evals are always a couple steps behind AI product development.
First, we had model benchmarks, then RAG eval metrics, then text-only evals were not enough and we need to look into multimodal evals. And of course, multi-turn evals since...
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...
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...
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...
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