The My Equation Blog
AI & Machine Learning
Everything we have written on AI & Machine Learning.
AI & Machine Learning · 5 min read · 12 Oct 2026
Can AI Build Its Own Successor?
Explore what a recent research test reveals about self-improving AI, inflated results, and why human oversight still matters.
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AI & Machine Learning · 8 min read · 26 Sept 2026
6 AI Concepts Explained in 7 Minutes
Understand the basics of AI with a simple guide to 6 key concepts: machine learning, neural networks, deep learning, generative AI, LLMs, and AI agents.
AI & Machine Learning · 5 min read · 23 Sept 2026
AI Is Now Messing With the Source Code of Life
AI is moving beyond reading DNA to designing functional genomes. Explore how Evo2 is making the source code of life programmable and what it means for medicine.
AI & Machine Learning · 7 min read · 22 Sept 2026
5 AI Habits Every Engineer Should Know
Discover 5 practical AI habits every engineer should know from debugging code and building UI to planning projects, training robots, and analyzing sensor data.
AI & Machine Learning · 7 min read · 26 Aug 2025
Why Train from Scratch? Just Fine-Tune LLMs Using Hugging Face Instead
You won't train a foundation model on a laptop, but you can teach an existing one your own data. A step-by-step LoRA walkthrough on a free Colab GPU.
AI & Machine Learning · 5 min read · 21 Jul 2025
Andrej Karpathy Said "Context Engineering Is the New Vibe Coding"
Is context engineering just another buzzword? A plain-English walk through GenAI, prompting and why the context you give decides what you get back.