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Why Your Product Discovery Is Producing Confirmation, Not Discovery
AI discovery pipeline that interrogates assumptions instead of validating them
Jun 5
•
Saurabh Mahajan
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Stop Describing. Start Building
If you can't show it working, you don't understand it yet.
Jun 2
•
Saurabh Mahajan
1
Why LLMs Become Unpredictable in Real Products — And How to Design Around It
A few months ago, a company launched an AI-powered customer support assistant.
May 22
•
Saurabh Mahajan
Where AI Systems Actually Break: Inside the Prompt Boundary
Building a 3-Layer Trust Boundary + Control Layer
Apr 12
•
Saurabh Mahajan
1
Diagnosis Drift
Why Fast Teams Keep Solving the Wrong Problem
Mar 13
•
Saurabh Mahajan
2
Decision Culture vs Blame Culture
Why Some Organizations Learn From Decisions While Others Fear Them
Jan 23
•
Saurabh Mahajan
3
1
The Platform Governance OS
The Missing Layer Between Teams and Technology
Jan 7
•
Saurabh Mahajan
3
1
Detecting Decision Drift with NLP
Making Invisible Decision Drift Visible Using Natural Language Processing
Jan 2
•
Saurabh Mahajan
2
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Arcaence
Arcaence helps product managers understand complex systems and make better decisions.
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