Swapan Rajdev

The Only Real Moat in AI: Speed

Why Speed Is the Only Moat Left in AI and Startups

Jul 25, 2025 • Swapan

LLM Evaluation Metrics: Your Production Scorecard

Evaluation Metrics to measure for Enterprise Success

Jul 17, 2025 • Swapan

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May 2025

Multi-Layered Guardrails for AI Agents

Runtime Protection Alongside Model Alignment Is Essent

May 1, 2025 • Swapan

March 2025

A Summary of LLM Post-Training Techniques

Why fine-tuning, reinforcement learning, and test-time scaling are essential to turning language models into useful agents.

Mar 27, 2025 • Swapan

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Building Moats in the Age of AI

Strategies for Sustainable Competitive Advantage

Mar 19, 2025 • Swapan

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February 2025

The AI Stack: Understanding the Key Layers Powering the AI Ecosystem

A Breakdown of AI Infrastructure, Data, Models, Tooling, and Applications for Builders and Businesses

Feb 26, 2025 • Swapan

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January 2025

Understanding GPU Components for LLMs

In the fast-evolving world of artificial intelligence, each new GPU release is met with a mix of excitement and scrutiny.

Jan 8, 2025 • Swapan

DeepSeek-V3: The Pinnacle of Open-Source AI

DeepSeek-V3 currently stands as the best open-source AI model, decisively outperforming competitors such as Llama 3.1 405B, Qwen, and Mistral in…

Jan 3, 2025 • Swapan

November 2024

Understanding Agentic AI Architecture

A Comprehensive Guide for Beginners to Experts

Nov 26, 2024 • Swapan

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