My (Incomplete) AI GLOSSARY

Contacts

• PDigit’s AI Portfolio: this

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• Email: info@smartecosystem.com

• ; Github

• Telegram Channel AI&ML (Founder and Administrator) (*) private invite required. Mainly in Italian.

Publications (AI related)

• NEW deepdive Podcast on PDigit’s AI public publications including this website if you prefer to list – using AI! (open from desktop)
• Navigating the AI Landscape 2: The Rise of Aligned LLMs & the Bubbles – 2025
• Navigating the AI Revolution: How the Experience and Vision of engineer PDigit may Guide You – 2023
  
• AI Services Offered by PDigit & co. – 2024
• Rise of LLM: The Agentic Workflow and Frameworks: Why Agent Frameworks Fail – coming soon 2025
• Talk on GPT3 and EdgeAI benchmarking: AI per l’Embedded: Piattaforme Hardware per modelli di Machine Learning ITA – May 2025

Literature References

(some) Tech Books (ML related)

Apart from the most recent mainly online courses (& co-labs notebooks), these are excellent foundation “oldies” textbooks I still often refer to

• Hands-on ML with Scikit-Lean & TensorFlow- A. Geron - https://amzn.to/36ieC5V ENG
  
• Deep Learning with Python - F.Chollet - https://amzn.to/3n7snvi ENG
  
• Neuroscienze, Esplorando il Cervello - M.F. Bear, B.W. Connors, M.A. Paradiso
  
• Python DATA SCIENCE Handbook - J. VaderPlas
  
• Web Scraping with Python - Ryan Mitchell

Papers I consider particularly important that brought to the [current] State of The Art

this section is WIP

• Benchmarking Ultra-Low-Power 𝜇NPU - arXiv:2503.22567v1

• Scientific American (Le Scienze), Raccolta Quaderno: “INTELLIGENZA ARTIFICIALE”- 2000
  

• Attention is All you need - 12/2017 - a new classic!

• YT Channel 3Blue1brown: excellent explanations on math behind NN, LLM and GPT

Classics AI and Mind

Some classic oldies that had major influence and inspiration

• I Robot - Isaac Asimov

• The Society of the Mind (La Società della Mente) - M.Minsky - https://amzn.to/3lfHUbH
  

• La mente e le menti - Daniel Dennet
  

• Meccanismo della Mente ; Creatività e Pensiero Laterale - De Bono
  

• Mente e Natura - Gregory Bateson
  

• Artificial Minds - Stan Franklin
  

• On Intelligence - Jeff Hawkins
  

• Il Cervello, La Mente e l’Anima - E.Boncinelli
  

• Godel, Escher, Bach (“EGB”): an Eternal Golden Braid - D.Hofstadter

• The Emperor’s New Mind: Concerning Computers, Minds, and the Laws of Physics - R. Penrose

• Intelligenza Emotiva - D. Goleman ITA

• Tractatus Logico-Philosophicus - Wittgenstein

• Life of Logic - Godel

• HUMAN+AI - CTO Accenture - https://amzn.to/3lqP2Cp [p.ITA]

• Sapiens ; Nexus: A Brief History of Information Networks from the Stone Age to AI - Yuval Noah Harari

• …tbc