Tapovan.ai

The Wisdom Scrolls

A tapestry of AI insights, subtly laced with echoes of age-old wisdom. Each scroll beckons with quiet depth, inviting moments of reflective exploration.

Meaning, turned into numbers. Distance, used as similarity. One of the most elegant ideas in modern AI.

May 1, 2026

A thoughtful answer is wonderful. An answer shaped exactly the way your application needs is something else entirely.

April 30, 2026

There is a moment when you stop reading about AI and start talking to it in code. This is that moment.

April 29, 2026

The same question, asked two different ways, produces completely different answers. That gap is what this lesson is about.

April 23, 2026

Once you understand tokens and context windows, strange AI behaviour stops being mysterious, and starts being predictable.

April 22, 2026

Training, inference, temperature, and hallucination. Decoded with stories, not formulas.

April 21, 2026

Before we learn to build with AI, let us first understand who we are building with.

May 3, 2024