Most people think building a support chatbot is about generating human-like text. It isn’t. The real...
Escaping the Stateless Trap: Building a Context-Aware Support Agent
Most people think building a support chatbot is about generating human-like text. It isn’t. The real...
TL;DR: I originally treated deterministic boundaries around LLMs as a consistency mechanism. I now...
It's no secret that AI models have come a long way since the early days. They've become one of the...
A practical read on Ring-Zero, zero RL at 1T parameters, and why the useful lesson is feedback loops over prompt scaffolding.