📰 Medium · Machine Learning

TL;DR — The Core Truth AI isn’t magic or consciousness — it’s massive-scale pattern matching using mathematical functions with billions of… Continue reading on

Why creation begins long before code, matter, or form Continue reading on Medium »

Your model is trained. Now deploy it to a scalable endpoint with autoscaling, traffic splitting for canary rollouts, and request-response… Continue reading on M

For a long time, my interaction with computers was limited to rigid code and logic. I spoke “Python”, and the machine followed orders. But… Continue reading on

*One evaluator’s values. Billions of conversations. No oversight.* Continue reading on Medium »

I was watching one of the YouTube video titled “Why AI can never escape Turing’s 1936 Proof”. Here is the insight I gained through it. Continue reading on Mediu

In this blog, we will learn about the LLM Internals series — a complete learning path that takes us through every major concept inside a… Continue reading on Me

For years, digital discovery followed a familiar pattern. Continue reading on Medium »

There’s a question people ask when they find out I’m building an operating system from scratch: “Why? Aren’t there way too many OS’s… Continue reading on Medium

The 2013 Google paper that changed NLP forever Continue reading on Medium »

This technique slashes memory and compute costs for AI models while matching accuracy and questions the push toward ever larger… Continue reading on Medium »

Have you ever thought about how genetic diseases can be nearly preventable with advanced technology? What if diseases like cystic fibrosis… Continue reading on

How a 31B open model competes with GPT-5 Mini, and how to run it on your own hardware this weekend Continue reading on Medium »

A story about scattered notes, a brilliant idea from Andrej Karpathy, and five steps that finally connected everything Continue reading on Medium »

Prompt: In fact, it looks like MCP is analogous to just building functions for programmatic code. Continue reading on Medium »

This is part of a small series where I’m working through developing a group activity management app. Continue reading on Medium »

A guide to predicting daily rain in Abuja using strict time-series feature engineering, walk-forward validation, and actionable evaluation… Continue reading on

The one feature that turns AI from “helpful” into “reliable” Continue reading on Medium »

Most people think AI discovery is just a better version of search. Continue reading on Medium »

One of the world’s leading AI labs has deliberately withheld its most powerful model not to slow progress, but to give defenders a… Continue reading on Medium »

Last month, my mother had an abdominal scan. The radiologist noted a small umbilical hernia — a common, often incidental finding — and she… Continue reading on

The era of wrapper applications built entirely on closed-source APIs is shifting. As local models become remarkably capable, the real… Continue reading on Mediu

Sınıflandırma, bir girdinin önceden tanımlanmış kategorilerden hangisine ait olduğunu belirleme görevidir. Continue reading on Medium »

Can Machines Be Conscious? — Part 2 Continue reading on Medium »