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Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6h ago

Stop Building Yet Another Chatbot: Build a Complete AI Document Intelligence Platform Instead

The AI industry is flooded with tutorials that teach you how to connect an LLM to a vector database and call it a RAG application. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 21h ago

How NotebookLM Source Labels Work (and How to Manage Them in a Table)

Short answer: NotebookLM now labels your sources for you. Once a notebook has five or more sources, it reads each one, groups the related… Continue reading on M

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Forami Problem

Why a Language for AI Inner Life May Be Ungroundable Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago

Building a RAG Document Q&A Assistant with IBM Granite in Google Colab

Retrieval-Augmented Generation, usually shortened to RAG, is one of the most practical ways to make large language models useful on… Continue reading on Medium

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago

Scary Things AI Can Do That Most People Don’t Know About

1. Clone Your Voice in Minutes Modern AI can replicate a person’s voice using just a few seconds of audio. Once trained, it can generate… Continue reading on Me

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 5d ago

I’m a Mechanical Engineer.

A non-ML strategist’s playbook for using LLMs to mine conversation data you already own Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 5d ago

5 AI Skills That Can Help You Earn $150K–200K as an AI Engineer

For non-Medium members, read the full story here. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago

RAG From Scratch: Ultimate Guide using langchain-ai/rag-from-scratch Repository

Large Language Models (LLMs) are revolutionary, but they suffer from two major flaws: Knowledge Cutoff and Hallucinations. They cannot… Continue reading on Medi

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago

How ChatGPT Really Works

The Simplest Explanation of the Most Powerful Technology Most People Use Every Day Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

Why 90% Of Engineers Fall Behind In This AI Era? (And How To Fix It)

Tokens, embeddings, retrieval, tool calls, the agent loop, and evals. Continue reading on Data Science Collective »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

Docling + VectorLess + Gemma 3.5 Flash To Get Higher Accuracy

You hand an AI a PDF and ask it to analyze the financial statements, only to find the numbers are wrong. You ask it to summarise Article 7… Continue reading on

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

I Spent 6 Months Building Something. ChatGPT Did It in a Day.

I was a fresh data scientist in 2023. I didn’t understand the hype. Then I did — and I couldn’t unsee it. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

No Cloud. No Subscription. No Limits. The Local AI Revolution Has Arrived

The complete beginner’s guide to running powerful AI models locally — and becoming a power user in under a weekend. Continue reading on Artificial Intelligence

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

Why AI Is Not Magic: Understanding What Actually Happens Behind ChatGPT

Artificial Intelligence feels magical. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

From Broken Prototypes to Stable Agents: Building a LangGraph SQL Pipeline on Local Models

Building a natural-language query agent over structured CSV data sounds straightforward on paper — route a question, generate SQL, return… Continue reading on M

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

LLMs Explained Simply: Tokens, Prompts, Temperature & Context Window

Confused by AI jargon like tokens, temperature, or context window? Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

MarkItDown Microsoft 2026: Convert PDF, Word, Excel to Markdown for LLMs & RAG (Full Tutorial)

“PDFs, PowerPoints, Excel sheets, scanned images, even YouTube videos — I threw everything at it. What came out was pure, clean Markdown… Continue reading on Me

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

Forced Entropy Deceleration in Distributed LLMs: The Static Latent Anchor Architecture

Abstract This paper introduces an architectural optimization pattern designed to mitigate catastrophic semantic divergence in Large… Continue reading on Medium

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

Sentiment Analysis on Movie Reviews Using Transformer Models

Can AI understand whether a movie review is positive or negative just by reading the text? Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

ChatGPT Is Closing In on 1 Billion Users. That Changes the Internet

In May 2026, ChatGPT is no longer a tech product. It’s infrastructure. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

The LLM Is the Cheapest Part: Why Enterprises Now Sell You the “Agent Harness”

A client asked me a fair question last quarter: if a single model call costs a fraction of a cent, why is the agent platform quoting $2… Continue reading on Med

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Fastest On-Device TTS Model for 31 Languages is Here

Lightweight, lightning-fast, and free — it supports both CPU and GPU and runs everywhere from browsers to Raspberry Pi. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 2w ago

Beyond the Gemma’s Guardrails

: Topological Emergence and Recursive Meta-Awareness in Large Language Models via the SupatMod Protocol Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 2w ago

The Difference Between AI, ML, and DL

Artificial Intelligence, Machine Learning, and Deep Learning are closely related technologies, but they are not the same . Continue reading on Medium »