Andrea Moro
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Technical SEO, search intelligence, and the code behind it — notes from 20+ years of making websites work harder.

Blog > AI & LLM
All 118 SEO & GEO 86 Digital Marketing 16 Tips 10 AI & LLM 4 Nix 2
Latest post

Italian NLP — entity weighting — what didn't work

AI & LLM · 17 Apr 2026 · 2 min read
  • The central question
  • NER attempts
  • spaCy's limitations
  • Transformer-based models
  • Local language models via Ollama
  • Coreference resolution challenges
  • coreferee's obsolescence
  • AllenNLP's language constraint
  • fastcoref's performance issues
  • Conclusion

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…

AI & LLM 16 Apr 2026

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.

5 min read
AI & LLM 10 Apr 2026

Everyone was talking about MCP. Nobody built the right Python bridge

By August 2025, nine months after MCP's release, Ollama still had no native support. I built a working prototype in a weekend.

1 min read
AI & LLM 10 Apr 2026

Your LLM visibility data is probably lying to you

Ask the same question ten times and you get ten slightly different answers. That's why your AI visibility dashboard might be misleading you.

1 min read
Andrea Moro
I help companies and professionals rank better in search engines, turn traffic into measurable results, and grow online through technical SEO, analytics, and conversion-focused UX.
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