Author name: Harsh Maniya

Artificial Intelligence, deep-learning, large-language-models, Machine Learning, programming

Is Meta’s Muse Spark Actually Frontier-Level AI, or Just Benchmaxxing Again?

Harsh Maniya / April 10, 2026

The base is real. The scaffolding is honest. What matters is what gets built next.One year ago, Meta launched Llama 4 to the sound of crickets and a very tired community eye-roll.The benchmark charts were impressive. The real-world model was not. Devel…

deep-learning, fine-tuning, Machine Learning, python, software-development

You Fine-Tuned Your Model. Now It’s Worse. Here’s the Concept You Were Never Taught.

Harsh Maniya / April 8, 2026

Gradient descent doesn’t know which connections matter. It updates everything equally — and that’s the entire problem.You spent a week fine-tuning a language model on your domain-specific dataset. The eval metrics look great. You deploy it, run a quick…