Core AI

Large Language Models

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

24,312
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
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Anthropic Just Launched Claude Routines
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
Anthropic Just Launched Claude Routines
The Feature That Turns AI Into a 24/7 Employee Continue reading on GoPenAI »
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99% of People Use ChatGPT Wrong — Here’s My Exact High-Performance Workflow (Advanced, Technical…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
99% of People Use ChatGPT Wrong — Here’s My Exact High-Performance Workflow (Advanced, Technical…
If you’re still typing one-line prompts and expecting magic, you’re not using AI — you’re wasting it. Continue reading on Medium »
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AI Is Already Building AI. The Real Bottleneck Isn’t Compute
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1h ago
AI Is Already Building AI. The Real Bottleneck Isn’t Compute
AI Is Already Building AI. The Real Bottleneck Isn’t Compute Continue reading on Medium »
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99% of People Treat AI Like Google — Here’s What They’re Missing (A Deep Technical Breakdown for…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
99% of People Treat AI Like Google — Here’s What They’re Missing (A Deep Technical Breakdown for…
 Introduction: The Illusion of Using AI Correctly Continue reading on Medium »
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99% of People Treat AI Like Google — Here’s What They’re Missing (A Deep Technical Breakdown for…
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1h ago
99% of People Treat AI Like Google — Here’s What They’re Missing (A Deep Technical Breakdown for…
 Introduction: The Illusion of Using AI Correctly Continue reading on Medium »
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How Hugging Face is Redefining Natural Language Processing
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1h ago
How Hugging Face is Redefining Natural Language Processing
Hugging Face is one of the most important platforms in modern Natural Language Processing (NLP). Continue reading on Medium »
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How Hugging Face is Redefining Natural Language Processing
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1h ago
How Hugging Face is Redefining Natural Language Processing
Hugging Face is one of the most important platforms in modern Natural Language Processing (NLP). Continue reading on Medium »
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Opus 4.7's Tokenizer Change: How to Measure Your Real Claude Code Costs
Claude Opus 4.7's updated tokenizer means the same input can cost 40%+ more than 4.6. Use the Claude Token Counter to measure real costs before upgrading. Key T
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
How we built real-time deposition analysis with Claude's streaming API
Medical-malpractice plaintiff attorneys spend 3+ hours in expert depositions hunting for two things: admissions they can use at trial, and inconsistencies they
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
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The Day Suno AI Made Me Cry — And What It Taught Me About Creative Limits
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
The Day Suno AI Made Me Cry — And What It Taught Me About Creative Limits
I did not expect to feel anything. It is just software. But when the song finished playing, I sat completely still for a long moment — and… Continue reading on
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Before You Tune Your Judge, Tune Your Rubric
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3h ago
Before You Tune Your Judge, Tune Your Rubric
Why most LLM-as-judge reliability work starts in the wrong place. Continue reading on Towards AI »
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IA Generativa vs. IA Tradicional
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4h ago
IA Generativa vs. IA Tradicional
El cambio de paradigma que todo líder e ingeniero debe entender Continue reading on Medium »
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How to Write Better Prompts for Bolt, Lovable, and Cursor
Dev.to · Junkyu Jeon 🧠 Large Language Models ⚡ AI Lesson 4h ago
How to Write Better Prompts for Bolt, Lovable, and Cursor
You and your friend both use Cursor. You both ask for "a simple to-do app." Three hours later, your...
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
ChatGPT Prompts for Clinical Lab Scientists and Pathologists: Reports, Communication, and Quality Systems
ChatGPT Prompts for Clinical Lab Scientists and Pathologists: Reports, Communication, and Quality Systems Clinical laboratory professionals operate at the inter
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Few-Shot Prompting — Deep Dive + Problem: Minimum Window Substring
A daily deep dive into llm topics, coding problems, and platform features from PixelBank . Topic Deep Dive: Few-Shot Prompting From the Prompt Engineering chapt
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GEO Ghost Stack — Seven-Layer Structured Data That Makes AI Systems Cite Your Site
Dev.to · Aaron 🧠 Large Language Models ⚡ AI Lesson 4h ago
GEO Ghost Stack — Seven-Layer Structured Data That Makes AI Systems Cite Your Site
A blank white page became the #1 cited source in Perplexity within 36 hours — no visible content,...
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From Prompt to Root: Connecting LLaMA to Metasploit in an Isolated Lab
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 5h ago
From Prompt to Root: Connecting LLaMA to Metasploit in an Isolated Lab
A complete, honest walkthrough — every error, every fix, and a real AI-driven root shell on a vulnerable VM Continue reading on Medium »
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RAG for Customer Support: How Retrieval-Augmented Generation Improves Chatbot Accuracy.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 5h ago
RAG for Customer Support: How Retrieval-Augmented Generation Improves Chatbot Accuracy.
A practical guide to building a Retrieval-Augmented Generation (RAG) system for customer support, with real evaluation results and lessons… Continue reading on
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RAG for Customer Support: How Retrieval-Augmented Generation Improves Chatbot Accuracy.
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 5h ago
RAG for Customer Support: How Retrieval-Augmented Generation Improves Chatbot Accuracy.
A practical guide to building a Retrieval-Augmented Generation (RAG) system for customer support, with real evaluation results and lessons… Continue reading on
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RAG for Customer Support: How Retrieval-Augmented Generation Improves Chatbot Accuracy.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5h ago
RAG for Customer Support: How Retrieval-Augmented Generation Improves Chatbot Accuracy.
A practical guide to building a Retrieval-Augmented Generation (RAG) system for customer support, with real evaluation results and lessons… Continue reading on
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When a Tiny Model Beats the Giant — And What That Means for AI Governance
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 5h ago
When a Tiny Model Beats the Giant — And What That Means for AI Governance
A GRC practitioner's analysis of Yejin Choi's lecture at U of T: why the next AI attack surface isn't the output — it's the reasoning… Continue reading on Mediu
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When a Tiny Model Beats the Giant — And What That Means for AI Governance
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 5h ago
When a Tiny Model Beats the Giant — And What That Means for AI Governance
A GRC practitioner's analysis of Yejin Choi's lecture at U of T: why the next AI attack surface isn't the output — it's the reasoning… Continue reading on Mediu
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Is an LLM really an LLM?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 5h ago
Is an LLM really an LLM?
It seems obvious but I’m not sure it is, and the difference matters. Continue reading on Medium »
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Is an LLM really an LLM?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5h ago
Is an LLM really an LLM?
It seems obvious but I’m not sure it is, and the difference matters. Continue reading on Medium »
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Lanskap Terkini dan Implementasi Industri Natural Language Processing 2024–2026
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 5h ago
Lanskap Terkini dan Implementasi Industri Natural Language Processing 2024–2026
Pengenalan Advanced Natural Language Processing (NLP) Continue reading on Medium »
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Lanskap Terkini dan Implementasi Industri Natural Language Processing 2024–2026
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 5h ago
Lanskap Terkini dan Implementasi Industri Natural Language Processing 2024–2026
Pengenalan Advanced Natural Language Processing (NLP) Continue reading on Medium »
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The AI Class Wars: Hooked on the Good Stuff, Now Paying Street Prices for Claude Sonnet Juice
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 5h ago
The AI Class Wars: Hooked on the Good Stuff, Now Paying Street Prices for Claude Sonnet Juice
In the span of a single weekend, thousands of developers, writers, researchers, and power users woke up to the same grim notification: Anthropic had shut down o
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6h ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
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Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
Why Telling Your AI to “Act Like an Expert” Might Be Backfiring (And How to Fix It)
Reference research article: arXiv:2603.18507 [cs.AI] Continue reading on Medium »
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Everyone Is Talking About AI. Here’s What It Actually Feels Like to Build With It
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 7h ago
Everyone Is Talking About AI. Here’s What It Actually Feels Like to Build With It
Everyone is talking about AI right now. But very few people talk about what it actually feels like to work with it in real applications. Continue reading on Med
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How to Reverse-Engineer Claude’s Hidden System Prompt (Opus 4.6 vs 4.7)
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 7h ago
How to Reverse-Engineer Claude’s Hidden System Prompt (Opus 4.6 vs 4.7)
Continue reading on Medium »
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20 AI Concepts Every Professional Should Understand in 2026
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 7h ago
20 AI Concepts Every Professional Should Understand in 2026
Artificial Intelligence is no longer a future trend. Continue reading on Medium »
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How We Built a Geospatial AI That Analyzes Satellite Images and Writes Reports
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 7h ago
How We Built a Geospatial AI That Analyzes Satellite Images and Writes Reports
Step‑by‑step with ArcGIS Location Platform, Python, and a Jupyter notebook. Continue reading on Geospatial Intelligence »
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 8h ago
ChatGPT Prompts for School Counselors: Student Support, Parent Communication, and Documentation
ChatGPT Prompts for School Counselors: Student Support, Parent Communication, and Documentation School counselors carry caseloads that make individual attention
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 8h ago
AWS Data & AI Stories #03: Multimodal Knowledge Bases
In the first article, I talked about multimodal AI at a high level. In the second one, I focused on Amazon Bedrock Data Automation as the processing layer. Now
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 8h ago
¿Qué es un Modelo de IA? Explicado de manera sencilla
La mayoría de nosotros ha utilizado chats de IA en los últimos años en su día a día. Sin importar si eres estudiante o profesional, son herramientas que se han
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The Fox
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
The Fox
AI, functional emotions and the what-if that matters Continue reading on Medium »
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Why We Cannot Rely on AI Leaderboards Alone Any Longer
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
Why We Cannot Rely on AI Leaderboards Alone Any Longer
The Hidden Flaws in How We Compare AI Models Continue reading on Medium »
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Inside Large Language Models like GPT
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 9h ago
Inside Large Language Models like GPT
How does a machine learn to talk, write, and think — like a human? Continue reading on Medium »
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Mythos But For Everyone. Is This Really Possible?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
Mythos But For Everyone. Is This Really Possible?
Recently Ive found brand new approach to the how LLMs “think”. Light-weight overview of. Continue reading on Medium »
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The 35B Reasoning Beast: Watching Qwen 3.6 Deep-Think Locally
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 9h ago
The 35B Reasoning Beast: Watching Qwen 3.6 Deep-Think Locally
The landscape of local LLMs is shifting. It’s no longer just about how many parameters you can cram into VRAM; it’s about how much… Continue reading on Medium »
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The 35B Reasoning Beast: Watching Qwen 3.6 Deep-Think Locally
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
The 35B Reasoning Beast: Watching Qwen 3.6 Deep-Think Locally
The landscape of local LLMs is shifting. It’s no longer just about how many parameters you can cram into VRAM; it’s about how much… Continue reading on Medium »
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I Think Therefore I Am… A Big Pain in the A$$
Dev.to · Robert Imbeault 🧠 Large Language Models ⚡ AI Lesson 9h ago
I Think Therefore I Am… A Big Pain in the A$$
If you’ve tried to build anything serious on top of LLMs recently, you’ve probably run into...
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15 System Prompts That Actually Change How Claude Works (Not Just Another Prompt List)
Dev.to · TechPulse Lab 🧠 Large Language Models ⚡ AI Lesson 11h ago
15 System Prompts That Actually Change How Claude Works (Not Just Another Prompt List)
Most "prompt pack" articles are garbage. They give you 500 prompts you'll never use, written like...
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🔬 Training Transformers to solve 95% failure rate of Cancer Trials — Ron Alfa & Daniel Bear, Noetik
Latent Space 🧠 Large Language Models ⚡ AI Lesson 11h ago
🔬 Training Transformers to solve 95% failure rate of Cancer Trials — Ron Alfa & Daniel Bear, Noetik
95% of cancer treatments fail to pass clinical trials, but it may be a matching problem — that Noetik is solving with autoregressive transformers like TARIO-2!
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AI Is Hitting a Wall in 2026 — And the Missing Resource Is Human
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 11h ago
AI Is Hitting a Wall in 2026 — And the Missing Resource Is Human
For years, the AI industry believed the same thing: Continue reading on DataDrivenInvestor »
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Designing a Multimodal Voice Analysis Pipeline for A Gamified Neurodevelopmental Screening in Nura
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 11h ago
Designing a Multimodal Voice Analysis Pipeline for A Gamified Neurodevelopmental Screening in Nura
Dari pertanyaan "bagaimana kabarmu?" hingga sinyal neurodevelopmental, perjalanan desain voice analysis pipeline di aplikasi Nura. Continue reading on Medium »
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