Product Decisions
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What Does "7 Billion Parameters" Actually Mean in AI?
You’ve probably seen these phrases thrown around in AI conversations:
Jul 7
•
Nitin Madeshia
2
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What Does "7 Billion Parameters" Actually Mean in AI?
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Start with customers
Great decisions are made by product folks who talk to customers.
Jul 6
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Nitin Madeshia
1
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Start with customers
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5:18
Understanding Foundation Models - Part 1
Why your Product needs to understand Foundation Models before it uses them
Jul 5
•
Nitin Madeshia
2
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Understanding Foundation Models - Part 1
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The AI Engineering Stack
What Actually Powers an AI Product?
Jul 4
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Nitin Madeshia
1
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The AI Engineering Stack
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Tokens - The "a","b","c" of LLM
Understand the building blocks of large language models
Jul 3
•
Nitin Madeshia
3
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Tokens - The "a","b","c" of LLM
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From Product Idea to Machine Learning Problem
How to Frame AI Features the Right Way — Without Confusing Your ML Team
Jul 2
•
Nitin Madeshia
2
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From Product Idea to Machine Learning Problem
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Designing UX for AI features: A Guide for Product Managers
Why designing for AI is different & how to make AI features feel more trustworthy
Jul 1
•
Nitin Madeshia
3
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Designing UX for AI features: A Guide for Product Managers
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June 2025
The 4 Types of AI Product Managers
Explore the evolving role of AI product managers
Jun 29
•
Nitin Madeshia
3
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The 4 Types of AI Product Managers
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1
April 2025
Making Informed Decisions in Product Management
This book, designed for Founders and Product Managers, draws from Systems Thinking, Psychology, and Experimentation to offer a structured, real-world…
Apr 6
•
Nitin Madeshia
2
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Making Informed Decisions in Product Management
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1
January 2025
Fixes That Fail in Product Management
Why Quick Solutions Can Lead to Long-Term Problems. A detailed case study on Fixes That Fail in Food Industry.
Jan 26
•
Nitin Madeshia
1
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Fixes That Fail in Product Management
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𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗿𝘀 – 𝗢𝘂𝗿 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀 𝗮𝗿𝗲 𝗼𝘂𝗿 𝘀𝘂𝗽𝗲𝗿𝗽𝗼𝘄𝗲𝗿.
I’ve often realized that no matter how great my solution seems initially, when I discuss it with the tech team, they frequently come up with an even…
Jan 19
•
Nitin Madeshia
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𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗿𝘀 – 𝗢𝘂𝗿 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀 𝗮𝗿𝗲 𝗼𝘂𝗿 𝘀𝘂𝗽𝗲𝗿𝗽𝗼𝘄𝗲𝗿.
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Data is the Product
Product managers often rely on data to make decisions for their products.
Jan 12
•
Nitin Madeshia
7
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Data is the Product
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