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The Market Is Not Reacting to Reality
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The State of AI: A Deep Structural Analysis (2024–2026)
Macro view of the AI stack, agents, data, deployment, and industry dynamics — long-form analysis.
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SEM ↔ Layout GAN — MLE Technical Notes
Structured narrative, mock Q&A, and deep-dive follow-ups for SEM/layout GAN systems.
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Transformers & Vision Transformers: A Deep Technical Guide
Deep-dive notes on attention, ViT, engineering trade-offs, and common pitfalls.
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GANs for Image-to-Image Translation: An Engineering Perspective
What it actually takes to build a production GAN system — from architecture choices to training stability to deployment feedback loops.