Enrico Zimuel

I wrote an article about the evolution of Software Engineering in the Generative AI era. The major shift lies in managing probabilistic models, which implies new approaches and considerations. Agentic AI is the new trend, but we need more human involvement in the loop. www.zimuel.it/blog/softwar...

LLMs have been trained on hundreds of millions of documents, yet we evaluate these models using benchmarks containing only 1K to 650K Q&A pairs. This is comparable to deploying software with less than 1% code coverage. So why are we surprised when things go wrong?

I just published an article about Tool (Function) Call, the key LLM feature that makes building Agentic AI possible. Dive into the article to see how it works and why it matters. www.zimuel.it/blog/tool_ca...

Torna il PUG Milano! Agenti intelligenti in PHP: tool calling e MCP, Mon, Jun 16, 2025, 6:30 PM | Meetup Torna il PUG Milano! L'evento è gratuito, registrati per partecipare. **Speaker di questo meetup è Enrico Zimuel, con un talk dal titolo "Agenti intelligenti in PHP: tool

I will speak about LLM tool calling, MCP protocol and development of AI agent in PHP at Programmer User Group Meetup in Milan. Monday 16 June at 18:30 CET. Registration here: www.meetup.com/pugmilano/ev...

YouTube video by Fwdays Global Chat with your private data using Llama3 and LLPhant in PHP - Enrico Zimuel [Fwdays PHP]

The staff of PHP Fwdays 2024 conference just published the recording of my talk about "Chat with your private data using Llama3 and LLPhant in PHP" www.youtube.com/watch?v=05Xe...

I'll speak about Large Language Model and RAG architectures using Elasticsearch at AI Festival 2025, Feb. 26, Bocconi University (Milan) www.aifestival.it

The more I study artificial intelligence, the more I realize that the only real intelligence is the human one that designs these systems.

Very nice explanation and examples! I confirm that with big vectors the binary quantization works pretty well in real use cases.

E' con piacere che vi annuncio l'uscita del mio nuovo libro" Strumenti di Informatica, un approccio moderno per corsi universitari" edito da Tecniche Nuove Spa. Da Ada Lovelace a ChatGPT, per studenti universitari e non solo. Per maggiori informazioni: www.strumentinformatica.it

I will present with PhD Leonida Gianfagna a talk about Explainable AI and Large Language Models : an impossible pairing? at AI Heroes 2024 conference in #Turin Italy. aiheroes.it/2024/ #AI #LLM #XAI