Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

51,337
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
All Reads (29,858) Articles (12696)Blog Posts (5650)Tutorials (2406)Research Papers (8232)News (874)
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
7 AI Projects That Will Make Your Resume Stand Out in 2026
If you’re trying to become an AI Engineer, you’ve probably heard the same advice over and over: Continue reading on Medium »
Preparing for Java + GenAI Interviews? Here’s What Mphasis Actually Asked Me
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Preparing for Java + GenAI Interviews? Here’s What Mphasis Actually Asked Me
Yesterday I sat for an interview for a Java + Generative AI position at Mphasis. Continue reading on Medium »
Building an AI Business Analyst Copilot with RAG, FastAPI, PostgreSQL, and Open AI
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Building an AI Business Analyst Copilot with RAG, FastAPI, PostgreSQL, and Open AI
Most discussions on social media are around AI focus on replacing developers. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
LLM for Natural Language Processing in Text Analysis
We are going to build a batch feedback analyzer that turns raw customer comments into structured JSON. It extracts sentiment, themes, urgency, and action items
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
LLM for Language Translation for Multilingual Support
We are building a multilingual support translator that detects a customer's language, translates their message into English for your support team, and translate
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Building a Conversational AI System for Customer Service with LLM
Customer service is one of the highest-impact production workloads for large language models. A well-built conversational AI system can resolve tier-one tickets
Why ChatGPT Is More Than Autocomplete
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Why ChatGPT Is More Than Autocomplete
A rich internal state, rebuilt one token at a time Continue reading on Towards AI »
The Complete Guide to ChatGPT for Content Creators
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
The Complete Guide to ChatGPT for Content Creators
Most creators use AI to write faster. The ones who use it like this create better. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
I Cut Our LLM Bill 10x Without Killing Quality: My 2026 Playbook
I gotta say, i Cut Our LLM Bill 10x Without Killing Quality: My 2026 Playbook Six months ago, our startup was bleeding cash on OpenAI invoices. Not metaphorical
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Cut self-hosted LLM serving costs: quantise, batch, speculate
Originally published on AI Tech Connect . What you need to know Cost is a serving problem, not a model problem. The same open-weight model can cost 5–8x more to
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
The 2026 get-hired skill stack for AI engineers
Originally published on AI Tech Connect . What you need to know The market is starved, not saturated. Per one 2026 analysis, there are around 1.6M open AI roles
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Cisco AI Introduces FAPO: Pipeline-Aware Prompt Optimization With Step-Level Failure Attribution and Claude Code Orchestration
2026: The Dark Side of FAPO: Why Cisco's Latest AI Breakthrough Might Not Be So Bright The introduction of FAPO, a pipeline-aware prompt optimization system, ha
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
How I Slashed LLM API Costs by 70% with Batching (No Magic)
A few months ago, I was building a feature to automatically categorize thousands of customer support tickets. The obvious approach? Use an LLM to read each tick
Como Deixei de Ser um “Dev Raiz” para Criar um Monitor de Inteligência Artificial com o Gemini
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Como Deixei de Ser um “Dev Raiz” para Criar um Monitor de Inteligência Artificial com o Gemini
A jornada de dois anos saindo da caixa da análise de dados e enfrentando o custo real da revolução das LLMs. Continue reading on Medium »
Who Guards the Guardians? How I Cut Wasted LLM Spend with Two-Layer Guardrails in LangGraph
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Who Guards the Guardians? How I Cut Wasted LLM Spend with Two-Layer Guardrails in LangGraph
How to wire NVIDIA’s NeMo Guardrails into a LangGraph research assistant — and why placement matters more than presence Continue reading on Medium »
I Thought Prompting Was the Last Human Job in AI. I Was Wrong, Again.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
I Thought Prompting Was the Last Human Job in AI. I Was Wrong, Again.
There’s a pattern with me and AI. I get comfortable thinking I know where the human ends and the automation begins, then someone moves the… Continue reading on
ChatGPT Just Hit 1 Billion Users. Most of Them Are Still Prompting Like It’s 2023.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
ChatGPT Just Hit 1 Billion Users. Most of Them Are Still Prompting Like It’s 2023.
The AI tools got smarter. The way people talk to them didn’t. Continue reading on Medium »
When Harry Meets Sally in Microsoft Word
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
When Harry Meets Sally in Microsoft Word
Two Word documents. Two local LLMs. One conversation — and not a single word leaves your computer. Continue reading on Medium »
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago
A Startup Says It Cracked AI's Decade-Old Math Limit — Its LLM Read 12M Tokens for $8
A Miami startup says it ran a long-context job that costs about $2,600 on Anthropic’s top model for $8 on its own LLM, read 12 million… Continue reading on Towa
Using Free LLM Models Through Nvidia Cloud
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago
Using Free LLM Models Through Nvidia Cloud
Access to various source of Open LLM Models with Nvida Cloud compute power Continue reading on Tech AI Chat »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
5 prompts de IA que todo profesor debería usar en 2026
Ia educacion docentes prompts chatgpt — artículo de Itelnet Consulting Lo siento, pero no puedo generar contenido que pueda ser utilizado para promocionar o ven
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Everything about AI in 2026
Everything about AI in 2026 Key resources in the AI synthesis technology neural space: Ai Neurostimulation Stroudsburg Pa Ai Neurostimulation Stuttgart Ar <a hr
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Building a Practical AI Assistant with Python: From Prompt to Production Thinking
Why Python is still one of the best choices for AI Python is popular in AI because it has a strong ecosystem, simple syntax, and great support for data processi
How to Start Using AI as a Beginner
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
How to Start Using AI as a Beginner
Artificial Intelligence is everywhere. It’s analyzing data, writing code, and generating art. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Deep dive: AI
Deep dive: AI Key resources in the AI synthesis technology neural space: Ai Neurostimulation Port Orange Fl Ai Neurostimulation Port Richey Fl <a href="https://
Why Does AI Writing Sound Robotic? (And How to Fix It)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Why Does AI Writing Sound Robotic? (And How to Fix It)
Most AI writing isn’t wrong. It just doesn’t sound human. Continue reading on Medium »
Scale in 2036?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Scale in 2036?
The first thing people mention when you bring up scaling is data limitations. But we don’t need additional data… Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance under real-time policy constraints
Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance under real-time policy constraints Introduction: The Day My Soft Robot Star
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago
Beyond the Basics: How Python’s Simple Control Flow Drives Enterprise AI Architectures
When diving into Python for the first time, especially with the goal of building a career in data science and artificial intelligence, the… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
AI text detectors are mostly guessing: how they actually work
If you write documentation, blog posts, or even commit messages, there's a decent chance an "AI detector" has flagged something you wrote by hand. These tools a
AI Doesn’t Need a Magic Prompt. It Needs a Better Brief
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
AI Doesn’t Need a Magic Prompt. It Needs a Better Brief
Continue reading on Medium »
How Claude Actually Works — A Developer’s Guide to LLMs Without the Math
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago
How Claude Actually Works — A Developer’s Guide to LLMs Without the Math
Part 1 of a series teaching developers how Claude actually works, from first principles to production. No PhD required. Continue reading on Medium »
Claude Writes Better Than Me. Am I Even a Writer Anymore?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Claude Writes Better Than Me. Am I Even a Writer Anymore?
Asking for a friend. The friend is me. The friend is having a small crisis. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Noam Shazeer Leaves Google for OpenAI: The AI Technology Systems Read
Originally published at twarx.com - read the full interactive version there. Last Updated: June 20, 2026 The most consequential AI technology move of 2026 wasn'
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
AI Technology's Real Race: Why Noam Shazeer Leaving Google DeepMind for OpenAI Matters
Originally published at twarx.com - read the full interactive version there. Last Updated: June 20, 2026 The most significant AI technology talent move of the y
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Cuantización de modelos: correr un LLM de 70B en tu laptop
Los modelos de lenguaje más capaces ocupan cientos de gigabytes y, en teoría, exigen servidores con varias GPU de gama alta. Sin embargo, hoy podés correr un mo
LLM vs RAG vs MCP: The Missing Architecture Layers Every AI Engineer Must Understand
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
LLM vs RAG vs MCP: The Missing Architecture Layers Every AI Engineer Must Understand
Why your AI application works in a demo, fails in production, and how LLMs, RAG, and MCP solve different problems. Continue reading on AegisOps »
Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 2w ago
Making a PDF’s Images Searchable for RAG, Without Paying to Read Them All
Enterprise Document Intelligence [Vol.1 #5sexies] - image_df tells you where every picture is. Turning the few that matter into searchable text is a separate, c
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
**5 ChatGPT Prompts Every Content Creator Needs in 2026**
Continue reading on Medium »
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2w ago
**5 ChatGPT Prompts Every Content Creator Needs in 2026**
Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
AI 101: What Is Artificial Intelligence, Actually?
You’ve probably heard “AI” a hundred times this year — in the news, in memes, maybe from a teacher warning you not to let ChatGPT write… Continue reading on Med
7 AI Prompts That Saved Me More Time Than Any App
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
7 AI Prompts That Saved Me More Time Than Any App
I tested dozens of AI workflows. These are the prompts I keep coming back to. Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
From Calculators to Digital Workers: The Simplest Explanation of AI, Machine Learning, LLMs and…
Every few years, a new AI term appears and suddenly everyone is talking about it. Continue reading on Medium »
VibeThinker-3B: A 3B Model Just Beat Systems 200× Its Size. Here’s Why It Matters.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
VibeThinker-3B: A 3B Model Just Beat Systems 200× Its Size. Here’s Why It Matters.
Weibo’s VibeThinker-3B matches DeepSeek V3.2 and Gemini 3 Pro on math and code, then stumbles badly on general knowledge. Continue reading on Towards Deep Learn
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
AI: Friend or Foe?
Don’t fear AI; it’s an amplifier for human creativity. Use it as a tool to enhance your skills instead of viewing it as a competitor. Collaboration is key!
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Production-Ready Ollama: Deploying GGUF LLMs on CPU-Only Ubuntu 24.04 Servers
Running Large Language Models locally is no longer gatekept by expensive cloud GPUs. By leveraging 4-bit quantized GGUF models via Ollama, you can easily spin u
What AI’s “Recursive Self-Improvement” Actually Means
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
What AI’s “Recursive Self-Improvement” Actually Means
And Why Moms Are Already Experts At It Continue reading on Medium »
When AI Remembers You Better Than You Remember Yourself
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
When AI Remembers You Better Than You Remember Yourself
A personalised assistant does not merely store your past. It helps decide which version of it follows you into the future. Continue reading on Medium »