Shamsher Ansari
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Shamsher's AI PM Brief
AI PM Briefs are inspired by my LinkedIn posts. Since it's hard to find posts from three months ago on LinkedIn, I decided to put them here on Substack. This will help me and others quickly learn what AI Product Managers need to know.
20 posts · theirs
Lately
Understanding Voice Agent Sessions: The Building Block of Conversational AI
Why Every AI Agent Needs a Secure Sandbox
The Hardest Part of Product Management Is Not Building the Product
How GPUs Talk to Each Other (And Why It Matters More Than You Think)
How to Improve GPU Utilization?
From Engineer to AI Product Manager: The Art of Unlearning
Why Old LLM Systems Waste GPU Memory and How vLLM Fixes It
Why Is GPU Compute So Expensive Per Hour, Even for AI/ML Engineers?
If AI Made Building Easy, Does Distribution Become the Hard Part?
LLM Inference Explained: What Product Builders Need to Know
What is The Secret to Faster LLM Inference
Why 70% of GPU Spend Is Wasted, and How to Fix It
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