A 2019 paper quietly described Topic Augmented Generation — and nobody noticed
A quietly overlooked EMNLP 2019 paper anticipated the idea now driving modern generative search. Six years later, it finally deserves a name.
Technical SEO, search intelligence, and the code behind it — notes from 20+ years of making websites work harder.
This is a document of my experimental journey building an Italian NLP system to identify which entities matter most in documents. The core challenge: entity recognition and coreference resolution, tes…
A quietly overlooked EMNLP 2019 paper anticipated the idea now driving modern generative search. Six years later, it finally deserves a name.
By August 2025, nine months after MCP's release, Ollama still had no native support. I built a working prototype in a weekend.
Ask the same question ten times and you get ten slightly different answers. That's why your AI visibility dashboard might be misleading you.