BuilderLab.ai

Enhancing Trust in AI Systems

Trust has quietly become the real bottleneck in AI adoption.

Oct 19 • 

Pranav Pathak

3

3

User Memory as a Product Delighter

Remembering (and Forgetting) What Matters

Oct 4 • 

Pranav Pathak

3

6

September 2025

Approximating a World Model - The Builder's Guide to Stateful AI

Yann LeCun is pushing the field towards world models.

Sep 27 • 

Pranav Pathak

Why LeCun is Betting on World Models (and Why Builders Should Pay Attention)

At Nvidia’s GTC 2025, Yann LeCun said something that cut through the noise:

Sep 20 • 

Pranav Pathak

3

Testing Something New: A Lightning Lesson on AI Strategy

A while ago I wrote that I’d be building a course on AI Strategy for Product Leaders.

Sep 3 • 

Pranav Pathak

2

August 2025

How to Spot the 10% of AI Projects That Work

You’ve probably lived this déjà vu: someone pitches a shiny new feature, the slides are filled with screenshots of chat interfaces or “copilots,” and…

Aug 30 • 

Pranav Pathak

4

May 2025

Why I’m Building a Course on AI Strategy for Product Leaders

A few months ago, Gagan Biyani (co-founder of Maven) reached out and nudged me to consider creating a course.

May 17 • 

Pranav Pathak

5

April 2025

Prompt Frameworks for Unlocking ChatGPT's Deep Research Capabilities

And Exactly How to Use Them

Apr 13 • 

Pranav Pathak

85

2

Demystifying the Model Context Protocol

LLMs are no longer just text predictors — they’re turning into reasoning engines.

Apr 4 • 

Pranav Pathak

15

4

January 2025

What LLM technique is right for you?

Should you use RAG? Agents? Fine tuning? Or stick to system prompts?

Jan 22 • 

Pranav Pathak

6

1

Understanding LLM Agents

A product builder's perspective

Jan 6 • 

Pranav Pathak

16

3

December 2024

Think Big, Start Small

💡Ideation for AI Products

Dec 30, 2024 • 

Pranav Pathak

12