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Thoughts & Writings

12 essays on AI, product management, and building things that matter — by Ashu Mishra.

Strategy

What Product Managers Can Learn from NVIDIA’s Proactive Playbook

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Deep Dive

What ImageNet and AlexNet Mean for Product Managers: The Breakthrough That Made Modern AI Visible

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AI Tools

Claude and Its Use Cases: What Product Managers Need to Know

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AI Strategy

GPT

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Deep Dive

Transformer Architecture for Product Managers: What It Enables, What It Costs, and How to Evaluate It

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LLMs

LLM Evals for Product Managers: Types, Trade

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Deep Dive

CUDA for Product Managers: Why a Developer Tool Now Shapes Product Strategy

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Ethics

Ethical AI for Product Managers: A Case Study

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India AI

Sarvam AI and India’s AI Capability: What Product Leaders Need to Know

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Agents

OpenClaw and the Essential PM Lessons: Agents, Product Risk, and ROI in 2026

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Article

The Duality of AI in a PM’s Life: Superpower and Trap

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India AI

Sarvam AI and What India’s AI Capability Means for Product Leaders

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