Core AI

Large Language Models

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

24,304
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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Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
How Do We Know If an LLM Is Actually Giving Good Answers? Meet ROUGE
You’ve built an LLM-powered system. It summarizes documents, answers questions, extracts key points. Continue reading on Medium »
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How Do We Know If an LLM Is Actually Giving Good Answers? Meet ROUGE
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
How Do We Know If an LLM Is Actually Giving Good Answers? Meet ROUGE
You’ve built an LLM-powered system. It summarizes documents, answers questions, extracts key points. Continue reading on Medium »
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Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 1d ago
Claude Token Counter, now with model comparisons
Claude Token Counter, now with model comparisons I upgraded my Claude Token Counter tool to add the ability to run the same count against different models in or
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MNHEME Evolves: Personality and Free Will Enter the System
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
MNHEME Evolves: Personality and Free Will Enter the System
Continue reading on Medium »
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MNHEME Evolves: Personality and Free Will Enter the System
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago
MNHEME Evolves: Personality and Free Will Enter the System
Continue reading on Medium »
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MNHEME Evolves: Personality and Free Will Enter the System
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago
MNHEME Evolves: Personality and Free Will Enter the System
Continue reading on Medium »
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AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Everyone uses these four terms interchangeably. Your manager says “AI.” Continue reading on Medium »
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AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?
Everyone uses these four terms interchangeably. Your manager says “AI.” Continue reading on Medium »
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What your AI actually did while you waited after you have sent your query
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
What your AI actually did while you waited after you have sent your query
Let see how we could deploy ensuring that I could reduce latency Continue reading on Medium »
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OpenAI’s Biggest Week Wasn’t About ChatGPT
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
OpenAI’s Biggest Week Wasn’t About ChatGPT
A model that could reshape drug discovery. A cyber variant built for defenders. And the week that proved AI has become genuinely dangerous… Continue reading on
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
A Survey of Large Language Models in Medicine: Progress, Application, andChallenge
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Q1 2026 Web+AI Recap: Launches, Outages, Pricing
Originally published on NextFuture Opening Q1 2026 was one of those quarters where a fullstack engineer's RSS feed and on-call pager rang in near lockstep. Fram
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Quando l’AI diventa presenza
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Quando l’AI diventa presenza
Cosa succede quando iniziamo a cercarla nell’intelligenza artificiale Continue reading on Medium »
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The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
How a beautifully simple algorithm, paired with purpose-built silicon, shattered the most stubborn performance ceiling in modern AI. Continue reading on Towards
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The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
How a beautifully simple algorithm, paired with purpose-built silicon, shattered the most stubborn performance ceiling in modern AI. Continue reading on Towards
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The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
How a beautifully simple algorithm, paired with purpose-built silicon, shattered the most stubborn performance ceiling in modern AI. Continue reading on Towards
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The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Remedy for Autoregressive Bottleneck: How Speculative Decoding on Trainium Changed LLM…
How a beautifully simple algorithm, paired with purpose-built silicon, shattered the most stubborn performance ceiling in modern AI. Continue reading on Towards
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TechCrunch AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
OpenAI’s existential questions
On the latest episode of Equity, we discuss OpenAI's latest acquisitions and whether they address "two big existential problems" for the company.
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Architecting a Zero-Cloud RAG Stack: A Privacy-First Blueprint for 2026
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
Architecting a Zero-Cloud RAG Stack: A Privacy-First Blueprint for 2026
How I leveraged an RTX 5070 and local LLMs to air-gap sensitive data without sacrificing enterprise performance. Continue reading on Medium »
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Architecting a Zero-Cloud RAG Stack: A Privacy-First Blueprint for 2026
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago
Architecting a Zero-Cloud RAG Stack: A Privacy-First Blueprint for 2026
How I leveraged an RTX 5070 and local LLMs to air-gap sensitive data without sacrificing enterprise performance. Continue reading on Medium »
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Your LLM Costs Spiked 400% Last Night — Here's How to Catch It in One API Call
You wake up Monday morning. Coffee in hand, you open your LLM provider's billing dashboard. The weekend total: $2,400 . Your usual weekend spend is $600. Somewh
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The Geometric Antidote: Anchoring Intelligence in Topological Necessity
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Geometric Antidote: Anchoring Intelligence in Topological Necessity
Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on AI Simplified in Plain English »
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The Convergence of Geometric Governance and Multimodal AI in Safety-Critical Proteomics with…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Convergence of Geometric Governance and Multimodal AI in Safety-Critical Proteomics with…
Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on Medium »
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The Convergence of Geometric Governance and Multimodal AI in Safety-Critical Proteomics with…
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Convergence of Geometric Governance and Multimodal AI in Safety-Critical Proteomics with…
Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on AI Simplified in Plain English »
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The quality paradox of AI data labelling ~ AIcoach eliminates this
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The quality paradox of AI data labelling ~ AIcoach eliminates this
Continue reading on Medium »
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Transformers are Just an Expensive While Loop
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Transformers are Just an Expensive While Loop
User: Hey GPT! GPT: Hey there, how are you doing today? Continue reading on Medium »
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Transformers are Just an Expensive While Loop
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
Transformers are Just an Expensive While Loop
User: Hey GPT! GPT: Hey there, how are you doing today? Continue reading on Medium »
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Transformers are Just an Expensive While Loop
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Transformers are Just an Expensive While Loop
User: Hey GPT! GPT: Hey there, how are you doing today? Continue reading on Medium »
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LLMs Can’t Roll Dice
Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 1d ago
LLMs Can’t Roll Dice
Have you ever asked an LLM like ChatGPT or Claude to pick a random number between 1 and 10? It’s very probable that it will return 7, not… Continue reading on M
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d 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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I Cloned My Voice for Free on a MacBook. ElevenLabs Charges $22/Month for the Same Thing.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
I Cloned My Voice for Free on a MacBook. ElevenLabs Charges $22/Month for the Same Thing.
A step-by-step guide to local voice cloning with VoxCPM2 — no API keys, no subscriptions, no cloud. Continue reading on Medium »
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I Cloned My Voice for Free on a MacBook. ElevenLabs Charges $22/Month for the Same Thing.
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
I Cloned My Voice for Free on a MacBook. ElevenLabs Charges $22/Month for the Same Thing.
A step-by-step guide to local voice cloning with VoxCPM2 — no API keys, no subscriptions, no cloud. Continue reading on Medium »
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Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
ChatGPT memory limits, and what to do when you hit them
If you use ChatGPT heavily, you’ve probably seen the “Memory is full” notice, or watched it quietly drop old entries to make room for new… Continue reading on M
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Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago
ChatGPT memory limits, and what to do when you hit them
If you use ChatGPT heavily, you’ve probably seen the “Memory is full” notice, or watched it quietly drop old entries to make room for new… Continue reading on M
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OpenAI Shipped a Layer.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
OpenAI Shipped a Layer.
The term “harness engineering” was crystallized by Mitchell Hashimoto, the creator of Terraform, in a now-famous blog post outlining his… Continue reading on To
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Prompting is not enough anymore
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago
Prompting is not enough anymore
Model, harness, tools, memory, rules, and execution environment — what actually shapes the result Continue reading on Stackademic »
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Le SEO classique produit de la dette sémantique dans les LLM
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Le SEO classique produit de la dette sémantique dans les LLM
Depuis vingt ans, les outils SEO dictent les mots que les organisations utilisent. Volume de recherche, longue traîne, clustering de… Continue reading on Medium
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Claude Mythos — Empirical proof that we are living in a post stochastic parrot era
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Claude Mythos — Empirical proof that we are living in a post stochastic parrot era
When Claude discovered zero day vulnerabilities that had evaded security researchers for over two decades, something shifted in how we… Continue reading on Medi
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The gap between what technical and non-technical people get from AI is huge now
The gap between what technical and non-technical people get from AI is huge now It's an interesting observation, and one that feels increasingly urgent: The cha
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
UNMASKING THE MASTERPIECE: How I Leveraged Semantic AI to Decode 5,000 Years of Art History
AUTHOR: Rahul Atram INSTITUTION: SGGS Institute of Engineering & Technology, Nanded DATE: 19 April 2026 THE MOMENT OF DISCOVERY It was a quiet Sunday evenin
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TurboQuant: The Surprisingly Simple Trick That’s Changing How We Compress LLMs
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago
TurboQuant: The Surprisingly Simple Trick That’s Changing How We Compress LLMs
Every few months, a paper drops that makes the ML community collectively lose its mind. This month, it’s TurboQuant (Zandieh et al. 2025)… Continue reading on M
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TurboQuant: The Surprisingly Simple Trick That’s Changing How We Compress LLMs
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
TurboQuant: The Surprisingly Simple Trick That’s Changing How We Compress LLMs
Every few months, a paper drops that makes the ML community collectively lose its mind. This month, it’s TurboQuant (Zandieh et al. 2025)… Continue reading on M
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How I Built an AI-Powered Resume Screener
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago
How I Built an AI-Powered Resume Screener
From Raw Data to Live Deployment — A Complete Solo Journey Continue reading on Medium »
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You Can’t Ignore AI Anymore — Here’s How to Use It Without Losing Yourself
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
You Can’t Ignore AI Anymore — Here’s How to Use It Without Losing Yourself
The real way to use artificial intelligence as a tool for growth, not a shortcut that weakens your thinking Continue reading on Activated Thinker »
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Working with Text Data: From Raw Text to Embedding Vectors
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Working with Text Data: From Raw Text to Embedding Vectors
Chapter 2 of my journey through Build a Large Language Model (From Scratch) by Sebastian Raschka Continue reading on Medium »
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Deep Dive into LangChain: Architecture, Components, and Real-World Applications
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1d ago
Deep Dive into LangChain: Architecture, Components, and Real-World Applications
1. Introduction to LangChain Continue reading on Medium »
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Deep Dive into LangChain: Architecture, Components, and Real-World Applications
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago
Deep Dive into LangChain: Architecture, Components, and Real-World Applications
1. Introduction to LangChain Continue reading on Medium »
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The AI That Finally Thinks Before It Speaks: Inside OpenAI’s GPT-5.4-Cyber
Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 1d ago
The AI That Finally Thinks Before It Speaks: Inside OpenAI’s GPT-5.4-Cyber
I spent last weekend watching an AI think in real time. Continue reading on Write A Catalyst »
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