#aiexplained — Public Fediverse posts

New blog article: Debugging a Tiny LLM to Understand What Happens Between a Prompt and a Response.

I wanted to explain how LLMs work internally without heavy theory or maths, so I approached it like a debugging session with practical examples.

Beginner-friendly, no scientific background required. :)

https://paolozaino.wordpress.com/2026/06/13/ai-debugging-a-tiny-llm-to-understand-what-happens-between-a-prompt-and-a-response/

#AI #LLM #GenerativeAI #AIExplained #LearnAI

Ever wondered how #ChatGPT really works? This article breaks down the complex mechanics of LLMs, from tokens to transformers, in an incredibly accessible way. Understanding these foundations is crucial for product leaders embracing AI. A brilliant demystification! #AIExplained 🧠 https://www.producttalk.org/how-does-chatgpt-work/

Are you using GenAI effectively, or just rolling the dice? 🎲 This piece offers
a reality check on AI's capabilities, highlighting its limitations in
originality, learning, and true reasoning.
https://agilepainrelief.com/blog/gen-ai-vs-human-intelligence-a-reality-check/
#GenAI #LLM #TechReality #AgileCoaching #AIPragmatist #AIExplained

V - S1 EP12 Lab 7 - Machine Learning in Python - Type Hints Alone Do NOT - Enforce Types #learnpython #machinelearningbasics #mlforbeginners #algorithims #vscode #machinelearning #dataengineering #PythonForDataScience #codingforbeginners #python #jupyternotebook #softwaredeveloper #datascience #pythoncoding #datascienceforbeginners #machinelearningtutorial #machinelearningmodels #jupyterlabs #aiexplained #statistics

V - S1 EP12 Lab 3 - Machine Learning in Python - Accidental Class Variable - Shadowing in Python #vscode #jupyternotebook #PythonForDataScience #mlforbeginners #machinelearning #pythoncoding #learnpython #dataengineering #machinelearningmodels #codingforbeginners #statistics #machinelearningtutorial #datascienceforbeginners #machinelearningbasics #algorithims #jupyterlabs #softwaredeveloper #datascience #aiexplained #python

V - S1 EP12 Lab 2 - Machine Learning in Python - Instance Assignment Shadows - the Class Variable #mlforbeginners #machinelearning #pythoncoding #learnpython #dataengineering #machinelearningmodels #codingforbeginners #vscode #jupyternotebook #PythonForDataScience #statistics #machinelearningtutorial #datascienceforbeginners #machinelearningbasics #algorithims #jupyterlabs #softwaredeveloper #datascience #python #aiexplained

S1 EP11 T9 - Machine Learning in Python - Benefits of Initialization - Built In Modules #datascience #machinelearningmodels #dataengineering #jupyternotebook #PythonForDataScience #codingforbeginners #mlforbeginners #machinelearning #vscode #pythoncoding #statistics #machinelearningtutorial #learnpython #datascienceforbeginners #machinelearningbasics #algorithims #jupyterlabs #softwaredeveloper #aiexplained #python

S1 EP11 T7 - Machine Learning in Python - Dynamic Objects - Complex Data Types #datascienceforbeginners #machinelearning #codingforbeginners #softwaredeveloper #jupyterlabs #machinelearningtutorial #datascience #aiexplained #machinelearningmodels #dataengineering #jupyternotebook #PythonForDataScience #statistics #mlforbeginners #vscode #pythoncoding #learnpython #algorithims #machinelearningbasics #python

S1 EP11 T6 - Machine Learning in Python - Dynamic Objects - Attribute Storage #learnpython #jupyternotebook #dataengineering #PythonForDataScience #statistics #datascienceforbeginners #machinelearning #codingforbeginners #softwaredeveloper #jupyterlabs #machinelearningtutorial #datascience #aiexplained #machinelearningmodels #mlforbeginners #vscode #pythoncoding #algorithims #machinelearningbasics #python

What is AI and why does it matter today? This guide breaks down artificial intelligence in clear, practical terms, from everyday use cases to future impact. Full post here:
#AIBase #AIBaseNig #ArtificialIntelligence #AIExplained #TechTrends #AINews #FutureTech #NigeriaAI

https://aibase.ng/ai-news/what-is-ai/

S1 EP11 T1 - Machine Learning in Python - Conflict with Standard - Built-In Modules #python #learnpython #jupyternotebook #PythonForDataScience #vscode #machinelearning #pythoncoding #dataengineering #statistics #datascienceforbeginners #datascience #codingforbeginners #machinelearningbasics #machinelearningmodels #mlforbeginners #softwaredeveloper #algorithims #jupyterlabs #aiexplained #machinelearningtutorial

S1 EP10 T9 - Machine Learning in Python - Sys Path to Override - Built-In Modules #python #learnpython #machinelearningbasics #jupyterlabs #PythonForDataScience #codingforbeginners #algorithims #softwaredeveloper #mlforbeginners #jupyternotebook #aiexplained #machinelearningtutorial #pythoncoding #machinelearning #machinelearningmodels #datascience #vscode #datascienceforbeginners #statistics #dataengineering

S1 EP10 T8 - Machine Learning in Python - Sys Path - Looking for Modules #machinelearningtutorial #pythoncoding #machinelearning #statistics #machinelearningmodels #python #learnpython #machinelearningbasics #jupyterlabs #PythonForDataScience #codingforbeginners #algorithims #softwaredeveloper #mlforbeginners #jupyternotebook #aiexplained #datascienceforbeginners #dataengineering #vscode #datascience

S1 EP10 T7 - Machine Learning in Python - Importing Class From - Other Folder Locations #softwaredeveloper #algorithims #mlforbeginners #machinelearningtutorial #pythoncoding #machinelearning #statistics #machinelearningmodels #python #learnpython #machinelearningbasics #jupyterlabs #PythonForDataScience #codingforbeginners #jupyternotebook #vscode #aiexplained #datascienceforbeginners #dataengineering #datascience

V - S1 EP10 T6 - Machine Learning in Python - Importing Class from - External Subfolder #dataengineering #machinelearningbasics #machinelearningmodels #jupyterlabs #softwaredeveloper #algorithims #mlforbeginners #machinelearningtutorial #pythoncoding #machinelearning #statistics #python #learnpython #PythonForDataScience #codingforbeginners #jupyternotebook #vscode #aiexplained #datascienceforbeginners #datascience

V - S1 EP10 T5 - Machine Learning in Python - Importing Class from - External File #datascience #datascienceforbeginners #dataengineering #machinelearningbasics #machinelearningmodels #jupyterlabs #softwaredeveloper #algorithims #mlforbeginners #machinelearningtutorial #pythoncoding #machinelearning #statistics #python #learnpython #PythonForDataScience #codingforbeginners #jupyternotebook #vscode #aiexplained

S1 EP10 T4 - Machine Learning in Python - Creating Two - Classes in Python #python #pythoncoding #machinelearningmodels #algorithims #datascience #datascienceforbeginners #dataengineering #machinelearningbasics #jupyterlabs #softwaredeveloper #mlforbeginners #machinelearningtutorial #machinelearning #statistics #learnpython #PythonForDataScience #codingforbeginners #jupyternotebook #vscode #aiexplained

V - S1 EP10 T3 - Machine Learning in Python - Understanding - Class Type #datascienceforbeginners #vscode #python #pythoncoding #machinelearningmodels #algorithims #datascience #dataengineering #machinelearningbasics #jupyterlabs #softwaredeveloper #mlforbeginners #machinelearningtutorial #machinelearning #statistics #learnpython #PythonForDataScience #codingforbeginners #jupyternotebook #aiexplained

V - S1 EP10 T2 - Machine Learning in Python - Creating a Class - Explained in Python #codingforbeginners #machinelearning #softwaredeveloper #datascienceforbeginners #mlforbeginners #vscode #python #pythoncoding #machinelearningmodels #algorithims #datascience #dataengineering #machinelearningbasics #jupyterlabs #machinelearningtutorial #statistics #learnpython #PythonForDataScience #jupyternotebook #aiexplained

V - S1 EP10 T1 - Machine Learning in Python - Installing sklearn in VSCode - Virtual Environment#codingforbeginners #machinelearning #machinelearningbasics #vscode #python #pythoncoding #softwaredeveloper #machinelearningmodels #datascienceforbeginners #mlforbeginners #algorithims #datascience #dataengineering #aiexplained #jupyterlabs #machinelearningtutorial #learnpython #PythonForDataScience #jupyternotebook #statistics

V - S1 EP9 T9 - Machine Learning in Python - Nice Grid Layout - with Matplotlib #aiexplained #machinelearningmodels #datascience #mlforbeginners #algorithims #dataengineering #jupyternotebook #codingforbeginners #statistics #machinelearning #machinelearningbasics #vscode #python #pythoncoding #softwaredeveloper #datascienceforbeginners #PythonForDataScience #jupyterlabs #learnpython #machinelearningtutorial

V - S1 EP9 T8 - Machine Learning in Python - Object Oriented Approach - with Matplotlib #machinelearningtutorial #machinelearningbasics #codingforbeginners #aiexplained #machinelearningmodels #datascience #mlforbeginners #algorithims #dataengineering #jupyternotebook #statistics #machinelearning #vscode #python #pythoncoding #softwaredeveloper #datascienceforbeginners #PythonForDataScience #jupyterlabs #learnpython

V - S1 EP9 T7 - Machine Learning in Python - Shorter Syntax to Select Plots - with Matplotlib #softwaredeveloper #machinelearning #dataengineering #jupyternotebook #machinelearningtutorial #machinelearningbasics #codingforbeginners #aiexplained #machinelearningmodels #datascience #mlforbeginners #algorithims #statistics #vscode #python #pythoncoding #datascienceforbeginners #PythonForDataScience #learnpython #jupyterlabs #sql #tableu #powerbi #looker