Core AI

Large Language Models

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

24,401
lessons
Skills in this topic
View full skill map →
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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Inside AI: How Machines Read and Analyze Content
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Inside AI: How Machines Read and Analyze Content
There has been a tremendous advancement of AI within the last couple of decades from rule-based machines to those that can read… Continue reading on Medium »
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Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 1w ago
LLM Injection + Unlimited Approval + RCE: The Coinbase AgentKit Attack Chain
A prompt injection that crosses three trust boundaries — and why Coinbase called it Medium Continue reading on Medium »
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Adam’s Law: The Hidden Textual Frequency Cheat Code for LLMs
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Adam’s Law: The Hidden Textual Frequency Cheat Code for LLMs
Why changing your prompt’s vocabulary to high-frequency words can drastically boost model accuracy, reasoning, and translation. Continue reading on Towards Dev
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Adam’s Law: The Hidden Textual Frequency Cheat Code for LLMs
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Adam’s Law: The Hidden Textual Frequency Cheat Code for LLMs
Why changing your prompt’s vocabulary to high-frequency words can drastically boost model accuracy, reasoning, and translation. Continue reading on Towards Dev
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Adam’s Law: The Hidden Textual Frequency Cheat Code for LLMs
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Adam’s Law: The Hidden Textual Frequency Cheat Code for LLMs
Why changing your prompt’s vocabulary to high-frequency words can drastically boost model accuracy, reasoning, and translation. Continue reading on Towards Dev
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Mastering LangChain: Build Modular LLM Applications from Scratch
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Mastering LangChain: Build Modular LLM Applications from Scratch
1. Introduction to LangChain Continue reading on Medium »
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Amazon’s $200 Billion AI Bet: The Beginning of a New Tech Era
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Amazon’s $200 Billion AI Bet: The Beginning of a New Tech Era
In 2026, Amazon made headlines with a bold and unprecedented move — announcing a $200 billion investment in Artificial Intelligence (AI). Continue reading on Me
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Your AI App Is Lying to You (And You Don’t Even Know It)
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Your AI App Is Lying to You (And You Don’t Even Know It)
A beginner’s guide to why “it seems to work” isn’t good enough and what to do about it. Continue reading on Medium »
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Stop Wasting ChatGPT’s Potential: 6 Daily Habits That Actually Save Hours
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Stop Wasting ChatGPT’s Potential: 6 Daily Habits That Actually Save Hours
Simple prompts and routines I use to offload mental load, fix decisions fast, and get real work done without the hype. Continue reading on ILLUMINATION »
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DeepSeek V4: 1 Trillion Parameters, $0.14/M Tokens, No NVIDIA
Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 1w ago
DeepSeek V4: 1 Trillion Parameters, $0.14/M Tokens, No NVIDIA
China’s latest frontier model costs 107× less than Western alternatives and runs entirely on Huawei chips. With 175,000 open-source AI… Continue reading on Medi
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w 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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ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 1w ago
From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI
arXiv:2604.08603v1 Announce Type: new Abstract: Existing LLM-based agent systems share a common architectural failure: they answer from the unrestricted knowled
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ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 1w ago
Hidden in Plain Sight: Visual-to-Symbolic Analytical Solution Inference from Field Visualizations
arXiv:2604.08863v1 Announce Type: new Abstract: Recovering analytical solutions of physical fields from visual observations is a fundamental yet underexplored c
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ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 1w ago
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
arXiv:2604.08865v1 Announce Type: new Abstract: Proximal Policy Optimization (PPO) is central to aligning Large Language Models (LLMs) in reasoning tasks with v
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The Algorithmic Shift: How Generative AI is Redefining the Engineering Workforce in 2026
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Algorithmic Shift: How Generative AI is Redefining the Engineering Workforce in 2026
As we move through the second quarter of 2026, the software engineering landscape has undergone a transformation more profound than the… Continue reading on Med
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OxiBonsai: The World’s First Pure Rust 1-Bit LLM Inference Engine
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
OxiBonsai: The World’s First Pure Rust 1-Bit LLM Inference Engine
An 8-billion parameter model. 1.15 GB on disk. Under 2 GB of RAM. Zero C/C++. Just Rust. Continue reading on Medium »
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OxiBonsai: The World’s First Pure Rust 1-Bit LLM Inference Engine
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
OxiBonsai: The World’s First Pure Rust 1-Bit LLM Inference Engine
An 8-billion parameter model. 1.15 GB on disk. Under 2 GB of RAM. Zero C/C++. Just Rust. Continue reading on Medium »
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A Small Company From China Shook the Entire AI World. Here Is What Nobody Told You.
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
A Small Company From China Shook the Entire AI World. Here Is What Nobody Told You.
The story of DeepSeek — and the lesson that got buried under the headlines. Continue reading on Medium »
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LangChain Unpacked: Engineering Scalable LLM Applications with Modular Intelligence
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
LangChain Unpacked: Engineering Scalable LLM Applications with Modular Intelligence
1. Introduction to LangChain Continue reading on Medium »
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LangChain Unpacked: Engineering Scalable LLM Applications with Modular Intelligence
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
LangChain Unpacked: Engineering Scalable LLM Applications with Modular Intelligence
1. Introduction to LangChain Continue reading on Medium »
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w 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
View lesson → + Playlist
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
How We Built a Recursive Neuro-Symbolic AI System That Knows When to Stop Thinking
Most AI systems use an LLM for everything. We built one where the LLM is the last resort — and a graph engine that reasons recursively… Continue reading on Medi
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Top 10 AI and Machine Learning Courses on Udemy 2026 (Reviewed & Ranked)
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Top 10 AI and Machine Learning Courses on Udemy 2026 (Reviewed & Ranked)
We reviewed 30+ courses and ranked the 10 best AI and machine learning courses on Udemy for 2026 — covering Agentic AI, MLOps, LLM… Continue reading on Medium »
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Why Being Online Doesn’t Mean AI Can Interpret the Information
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why Being Online Doesn’t Mean AI Can Interpret the Information
Why digital presence alone fails to provide the structure AI systems require for accurate attribution, authority, and recency Continue reading on Medium »
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Simon Willison's Blog 🧠 Large Language Models 1w ago
Gemma 4 audio with MLX
Thanks to a tip from Rahim Nathwani , here's a uv run recipe for transcribing an audio file on macOS using the 10.28 GB Gemma 4 E2B model with MLX and mlx-vlm :
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The Inference Stack: Routing and Serving Layers for LLMs in Production
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Inference Stack: Routing and Serving Layers for LLMs in Production
What sits between your user’s request and the GPU — and why it matters for cost and performance Continue reading on Paralleliq »
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Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
EngLISP: Bridging Natural Language and Computation Through Minimal Structure
Note: This article supersedes everything else I wrote about EngLISP and the MinimaLIST method in the past, whether on Medium or GitHub. Continue reading on Medi
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Medium · NLP 🧠 Large Language Models 1w ago
EngLISP: Bridging Natural Language and Computation Through Minimal Structure
Note: This article supersedes everything else I wrote about EngLISP and the MinimaLIST method in the past, whether on Medium or GitHub. Continue reading on Medi
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llm.txt: How to Make Your Wordpress Readable by AI Assistants
Dev.to · anti Gym Club 🧠 Large Language Models ⚡ AI Lesson 1w ago
llm.txt: How to Make Your Wordpress Readable by AI Assistants
You've heard of robots.txt. It tells search engines what to crawl. Now there's llm.txt. It tells AI...
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Learn These 5 GenAI terms, And Stay Ahead In The Race
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Learn These 5 GenAI terms, And Stay Ahead In The Race
The simplest way to understand what everyone is talking about Continue reading on Activated Thinker »
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Learn These 5 GenAI terms, And Stay Ahead In The Race
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Learn These 5 GenAI terms, And Stay Ahead In The Race
The simplest way to understand what everyone is talking about Continue reading on Activated Thinker »
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Learn These 5 GenAI terms, And Stay Ahead In The Race
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
Learn These 5 GenAI terms, And Stay Ahead In The Race
The simplest way to understand what everyone is talking about Continue reading on Activated Thinker »
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ChatGPT Doesn’t Know Your Website Exists (Here’s How to Fix It)
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
ChatGPT Doesn’t Know Your Website Exists (Here’s How to Fix It)
AI assistants are answering questions about your industry. Your content isn’t part of the conversation. Continue reading on Medium »
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Why Claude Code Hits “Usage Limit Reached” — And How You Can Delay It Dramatically
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why Claude Code Hits “Usage Limit Reached” — And How You Can Delay It Dramatically
If you’ve spent any real time with Claude Code, you’ve probably run into the dreaded message: Continue reading on Medium »
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Stop Sending Your Security Alerts to Cloud AI — Build Local LLM Tools Instead
Dev.to · Nrk Raju Guthikonda 🧠 Large Language Models ⚡ AI Lesson 1w ago
Stop Sending Your Security Alerts to Cloud AI — Build Local LLM Tools Instead
Every time a security analyst pastes a suspicious log entry into a cloud-based AI chatbot, they might...
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Semantic Search at Scale: What I Learned Building RAG Infrastructure at Microsoft Copilot
Dev.to · Nrk Raju Guthikonda 🧠 Large Language Models ⚡ AI Lesson 1w ago
Semantic Search at Scale: What I Learned Building RAG Infrastructure at Microsoft Copilot
I work on Microsoft Copilot's Search Infrastructure team, where I focus on semantic indexing and RAG...
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The Developer's Guide to Running LLMs Locally: Ollama, Gemma 4, and Why Your Side Projects Don't Need an API Key
Dev.to · Nrk Raju Guthikonda 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Developer's Guide to Running LLMs Locally: Ollama, Gemma 4, and Why Your Side Projects Don't Need an API Key
Every tutorial about building with LLMs starts the same way: "First, get your OpenAI API key." But...
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Creative AI Without the Cloud: Building Story Generators, Poetry Engines, and More with Local LLMs
Dev.to · Nrk Raju Guthikonda 🧠 Large Language Models ⚡ AI Lesson 1w ago
Creative AI Without the Cloud: Building Story Generators, Poetry Engines, and More with Local LLMs
There's a common misconception that creative AI — story generation, poetry, songwriting, art...
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AI Tutoring That Works Offline: Building Education Tools That Don't Need the Internet
Dev.to · Nrk Raju Guthikonda 🧠 Large Language Models ⚡ AI Lesson 1w ago
AI Tutoring That Works Offline: Building Education Tools That Don't Need the Internet
The digital divide in education isn't just about having a device — it's about having reliable...
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How I Built an AI Agent That Automates My Daily Tasks
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
How I Built an AI Agent That Automates My Daily Tasks
Learn how to design, train, and deploy a simple AI agent using open-source tools — no PhD required. Continue reading on Towards AI »
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How I Built an AI Agent That Automates My Daily Tasks
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
How I Built an AI Agent That Automates My Daily Tasks
Learn how to design, train, and deploy a simple AI agent using open-source tools — no PhD required. Continue reading on Towards AI »
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Contract Analysis with Local LLMs: Why Law Firms Should Stop Sending Documents to the Cloud
Dev.to · Nrk Raju Guthikonda 🧠 Large Language Models ⚡ AI Lesson 1w ago
Contract Analysis with Local LLMs: Why Law Firms Should Stop Sending Documents to the Cloud
Legal documents are among the most sensitive files in any organization. Yet the current wave of...
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How I Built a Privacy-First Healthcare AI Agent Using MCP and Local LLMs
Dev.to · Nrk Raju Guthikonda 🧠 Large Language Models ⚡ AI Lesson 1w ago
How I Built a Privacy-First Healthcare AI Agent Using MCP and Local LLMs
Most healthcare AI demos have a fatal flaw: they send patient data to the cloud. That's not just a...
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Google AI Edge Eloquent: The AI That Turns Your Thoughts Into Polished Writing — Even Without…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Google AI Edge Eloquent: The AI That Turns Your Thoughts Into Polished Writing — Even Without…
A Quietly Released Google Tool That Could Change How We Think, Speak, and Write Continue reading on Medium »
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“It’s Just Chaining Prompts, Bro. ”, Said No One Who Actually Built with LangChain
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
“It’s Just Chaining Prompts, Bro. ”, Said No One Who Actually Built with LangChain
How LangChain turns your LLM from a party trick into a real product. 100% Free — Qwen2.5–7B-Instruct · 4-bit NF4 · Google Colab T4 · FAISS… Continue reading on
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“It’s Just Chaining Prompts, Bro. ”, Said No One Who Actually Built with LangChain
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
“It’s Just Chaining Prompts, Bro. ”, Said No One Who Actually Built with LangChain
How LangChain turns your LLM from a party trick into a real product. 100% Free — Qwen2.5–7B-Instruct · 4-bit NF4 · Google Colab T4 · FAISS… Continue reading on
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Why LLMs Hallucinate — and How We Can Fix It
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why LLMs Hallucinate — and How We Can Fix It
What Hallucination Actually Is Continue reading on Towards AI »
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Turning Feedback into Interaction: Rethinking How We Improve AI Responses
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Turning Feedback into Interaction: Rethinking How We Improve AI Responses
Most AI tools today rely on a simple feedback system: Continue reading on Medium »
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