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Julia Winn

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Julia Winn

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Oct 27, 2024

The AI Productivity Paradox: Why Aren’t More Workers Using ChatGPT?

The Real Barrier Isn’t Technical Skills — It’s Time to Think

The AI Productivity Paradox: Why Aren’t More Workers Using ChatGPT?

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Julia Winn

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Oct 2, 2024

What Makes a True AI Agent? Rethinking the Pursuit of Autonomy

Unpacking the six core traits of AI agents and why foundations matter more than buzzwords

What Makes a True AI Agent? Rethinking the Pursuit of Autonomy

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Aug 9, 2024

We Need to Raise the Bar for AI Product Managers

How to Stop Blaming the ‘Model’ and Start Building Successful AI Products

We Need to Raise the Bar for AI Product Managers

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Jul 25, 2024

What Exactly Is an “Eval” and Why Should Product Managers Care?

How to stop worrying and love the data

What Exactly Is an “Eval” and Why Should Product Managers Care?

Julia Winn

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Jun 16, 2025

You’re Probably Using the Wrong AI Model

Why sticking to one AI is limiting your results, with a task-by-task breakdown of which models actually work best for non-coding tasks.

You’re Probably Using the Wrong AI Model

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Data Science Collective

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Julia Winn

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Jun 3, 2025

The Foundational Work Behind AI Success Most Teams Skip

I haven’t had a surprise after an AI product launch in over 5 years. Here’s why.

A PM observing SaaS user workflows in the wild — including everything that happens outside of the product.

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Julia Winn

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Oct 23, 2024

How PM specializations shape the user experience

From Growth to Enterprise to AI: How different PM roles tackle user problems in radically different ways

A product manager and a designer reviewing paper mockups taped to a white board.

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Aug 31, 2024

The DIY Path to AI Product Management: Picking a Starter Project

Building real-world skills through hands-on trial and error.

The DIY Path to AI Product Management: Picking a Starter Project

Julia Winn

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Aug 15, 2024

Google’s Gemini Olympics Ad Misstep: A Case for LLM-Powered Focus Groups

Leveraging Personas and Role Prompting to Anticipate and Prevent Marketing Disasters

Google’s Gemini Olympics Ad Misstep: A Case for LLM-Powered Focus Groups

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Mar 12, 2024

I Made a Better Testing Plan for Google Gemini in Just 30 Minutes

“We definitely messed up on the image generation. I think it was mostly due to just not thorough testing.” — Sergey Brin, referring to…

I Made a Better Testing Plan for Google Gemini in Just 30 Minutes

Julia Winn

Julia Winn

Director of Product at Lattice, ex-Google Brain, ex-startup founder/CEO. readproust.com creator. Views are my own. https://www.linkedin.com/in/juliacwinn/

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