Core AI

Large Language Models

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

74,759
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 (51,350) Articles (21744)Blog Posts (9497)Tutorials (4489)Research Papers (14171)News (1449)
Your LLM is not your AI architecture.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Your LLM is not your AI architecture.
One mistake I see often when designing GenAI applications: Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
Building Velora AI: Making Customer Support Smarter with AI
How I combined Gemini, RAG, and AI agents to build a multi-tenant customer support platform that knows when to answer — and when to step… Continue reading on Me
OpenAI’s Jalapeño: The 9-Month Silicon Sprint
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3h ago
OpenAI’s Jalapeño: The 9-Month Silicon Sprint
From a late 2024 concept to working silicon in nine months, OpenAI co-designed its first custom inference processor alongside Broadcom… Continue reading on Data
The Free LLM Changed Overnight. My 40-Line Sentinel Caught It.
Dev.to · Avery Li 🧠 Large Language Models ⚡ AI Lesson 6h ago
The Free LLM Changed Overnight. My 40-Line Sentinel Caught It.
Wednesday. 9:14 AM. A teammate pasted a PR summary into Slack. "Something feels off." The code was...
Free LLM Servers: Red Flags, Safer Alternatives, Exit Criteria
Dev.to · Casey Li 🧠 Large Language Models ⚡ AI Lesson 6h ago
Free LLM Servers: Red Flags, Safer Alternatives, Exit Criteria
A free model plus a free server is the most expensive zero in AI tooling. The invoice says zero, the...
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6h ago
EduRiskX: A Neuro-Symbolic Framework with F-Logic Reasoning for Early Academic Risk Prediction
arXiv:2608.26107v1 Announce Type: new Abstract: Predicting students' academic risk in online education is crucial for enabling timely interventions that can imp
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6h ago
Standalone LLM and a Pre-specified Agentic Pipeline for Explaining ICU Mortality Predictions: a Feasibility Study on the eICU Demo Dataset
arXiv:2608.26109v1 Announce Type: new Abstract: Machine-learning models can predict ICU mortality accurately, but feature-attribution methods alone rarely provi
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6h ago
CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering
arXiv:2608.26114v1 Announce Type: new Abstract: Calculation-intensive financial question answering requires exact reasoning over structured rates, temporal cond
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6h ago
Leveraging Large Language Models for Systematic Literature Review of Disease Spread Models
arXiv:2608.26150v1 Announce Type: new Abstract: Recent advancements in Large Language Models (LLMs) have created new opportunities to streamline and potentially
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6h ago
Explainable Artificial Intelligence for Customer Churn Prediction in Telecommunications: A Framework for CRM Integration
arXiv:2608.26151v1 Announce Type: new Abstract: Subscriber attrition is a costly, persistent challenge for telecommunications providers, with monthly churn of r
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6h ago
EEG-to-Report: An Annotation and Feature-Text Framework for Training Language Models on Clinical EEG
arXiv:2608.26153v1 Announce Type: new Abstract: Clinical electroencephalography (EEG) reporting remains largely manual and time-consuming, and current EEG softw
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 6h ago
GROUND: Reducing Hallucinations in LLM-Based Enterprise Analytics Through Governed Semantic Definitions
arXiv:2608.26157v1 Announce Type: new Abstract: Natural-language analytics over enterprise data warehouses is increasingly important, but production use is limi
A 60-Line Probe That Decided Between a Free Server and My Own Hardware
Dev.to · Riley Li 🧠 Large Language Models ⚡ AI Lesson 6h ago
A 60-Line Probe That Decided Between a Free Server and My Own Hardware
Every free LLM server looks like a bargain until twenty parallel requests land on it at once, and...
10 ChatGPT Prompts That Will Save You 20 Hours a Week
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
10 ChatGPT Prompts That Will Save You 20 Hours a Week
If you’re still typing “write me an email about…” into ChatGPT and hoping for the best, you’re doing this the hard way. The goal of this… Continue reading on Me
10 ChatGPT Prompts That Will Save You 20 Hours a Week
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 7h ago
10 ChatGPT Prompts That Will Save You 20 Hours a Week
If you’re still typing “write me an email about…” into ChatGPT and hoping for the best, you’re doing this the hard way. The goal of this… Continue reading on Me
Designing Content That LLMs Actually Cite
Dev.to · Bond G G 🧠 Large Language Models ⚡ AI Lesson 7h ago
Designing Content That LLMs Actually Cite
Large language models don’t just scrape your homepage and call it a day. They build internal...
Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 10h ago
How are you getting Claude to write to existing Google Drive files?
Claude's connector only creates new files, doesn't edit existing ones unlike ChatGPT. Any workaround? submitted by /u/assistir_cps [link] <a href="https://www.r
GLM-5.3: 320 Billion Parameters on a Laptop
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 10h ago
GLM-5.3: 320 Billion Parameters on a Laptop
No GPU, under 20 GB of RAM and everything that broke along the way. Continue reading on Medium »
Why Most Beginners Get Stuck Between Learning AI and Using It
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 11h ago
Why Most Beginners Get Stuck Between Learning AI and Using It
Most beginners don’t struggle with AI because they can’t use it. Continue reading on Medium »
Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 11h ago
Is chatgpt plus worth it over chatgpt go?
I’m on the free tier rn and i like it over google gemini because it seems to reference other chats more often and more correctly. I also sort of like that it ha
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 11h ago
Guardrails — Deep Dive + Problem: Logistic Regression Prediction
A daily deep dive into llm topics, coding problems, and platform features from PixelBank . Topic Deep Dive: Guardrails From the Safety & Ethics chapter LLM
RAG from Scratch [Part 4]: Embeddings — How Text Becomes Numbers (and Why That’s the Whole Trick)
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 11h ago
RAG from Scratch [Part 4]: Embeddings — How Text Becomes Numbers (and Why That’s the Whole Trick)
RAG from Scratch [Part 4]: How Text Embeddings Work — Models, Math, and Production Pitfalls Continue reading on Towards AI »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 11h ago
Context Windows: The Model's Working Memory
A context window is the maximum number of tokens a language model can process in one go. It includes the system prompt, conversation history, and the model's ow
AI-Powered Assistance using LangGraph — Deep Dive with Actual Code
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 11h ago
AI-Powered Assistance using LangGraph — Deep Dive with Actual Code
I’ve been fed up of filling out forms just to log small transactions, such as a $5 coffee expense. Continue reading on Medium »
Context Window: Understanding the Hidden Limit on an AI’s Attention Span
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 12h ago
Context Window: Understanding the Hidden Limit on an AI’s Attention Span
Imagine, you are deep into a long conversation with an AI assistant. Earlier in the chat, you mentioned that you are planning an outdoor… Continue reading on Me
The Token Wall — Bypassing Quadratic Context Bleed with Local MCP Engines
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 13h ago
The Token Wall — Bypassing Quadratic Context Bleed with Local MCP Engines
How offloading AST skeletonization, log squashing, and sqlite-vec memory to localhost slashes agent API bills by up to 90% and defeats… Continue reading on Medi
How to Use unsloth/Qwen3.8–27B-GGUF in Claude Code via Ollama Without Dying in the Process? (1/2)
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 13h ago
How to Use unsloth/Qwen3.8–27B-GGUF in Claude Code via Ollama Without Dying in the Process? (1/2)
Your 500 error isn’t Ollama or your GPU: it’s Claude Code injecting mid-conversation system messages into a template that forbids them. Continue reading on Towa
What Is the AI Harness? And Why It Can Help Beat a Better Model
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 15h ago
What Is the AI Harness? And Why It Can Help Beat a Better Model
The AI harness is starting to get a lot more attention. Continue reading on Medium »
New IBM Granite 4.2 3B vs 8B (Q8bit) on Curse of Monkey Island: not the best
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 15h ago
New IBM Granite 4.2 3B vs 8B (Q8bit) on Curse of Monkey Island: not the best
Here is a demo of models dropped yesterday on August 26, 2026 by IBM: Continue reading on Medium »
New IBM Granite 4.2 3B vs 8B (Q8bit) on Curse of Monkey Island: not the best
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 15h ago
New IBM Granite 4.2 3B vs 8B (Q8bit) on Curse of Monkey Island: not the best
Here is a demo of models dropped yesterday on August 26, 2026 by IBM: Continue reading on Medium »
Meet the moeinGTS Family: From Edge-Ready LLMs to Fine-Tuned Vision Adapters
Dev.to · ALI ARSHIYA Sohrevardi 🧠 Large Language Models ⚡ AI Lesson 16h ago
Meet the moeinGTS Family: From Edge-Ready LLMs to Fine-Tuned Vision Adapters
🚀 Introducing the moeinGTS AI Family: Lightweight, Modular & Open-Source Building AI...
The Hugging Face API Is More Powerful Than Most Developers Realize — Here’s What You Can Actually…
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 17h ago
The Hugging Face API Is More Powerful Than Most Developers Realize — Here’s What You Can Actually…
There was a time when discovering a new AI model meant reading a paper, finding a GitHub repository, fighting with a CUDA environment… Continue reading on Towar
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 17h ago
RAG: The Search Layer LLMs Were Missing
One of the easiest ways to misunderstand a large language model is to treat it like a database.It is not. Continue reading on Medium »
RAG: The Search Layer LLMs Were Missing
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 17h ago
RAG: The Search Layer LLMs Were Missing
One of the easiest ways to misunderstand a large language model is to treat it like a database.It is not. Continue reading on Medium »
AI Essentials: What is Distillation?
Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 17h ago
AI Essentials: What is Distillation?
By Taimur Rehman, Policy Fellow, Engine Foundation Continue reading on Medium »
Why Autonomous Prior-Authorization Agents Hallucinate “Phantom Policies”: Architecting Temporal RAG…
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 17h ago
Why Autonomous Prior-Authorization Agents Hallucinate “Phantom Policies”: Architecting Temporal RAG…
How semantic vector retrieval surfaces deprecated payer guidelines, and how to build deterministic temporal version proxies and dependency… Continue reading on
Welcome to the Coming Age of AI Scarcity
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 19h ago
Welcome to the Coming Age of AI Scarcity
AI has been surprising the world on a daily basis for some time now with seemingly almost supernatural abilities that allow average people… Continue reading on
From notebook to production: how we standardized our generative-AI services
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 19h ago
From notebook to production: how we standardized our generative-AI services
What do data scientists actually hand over when their POC ships to production? And how can we speed up the DS→IT flow on generative-AI… Continue reading on Peak
What Is a Tabular Foundation Model (and Why They’re Becoming SOTA)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 19h ago
What Is a Tabular Foundation Model (and Why They’re Becoming SOTA)
Pre-trained models just beat tuned tree ensembles across 189 datasets, zero-shot. Then someone ran them on real industrial data. Continue reading on Medium »
20 ChatGPT Prompts Everyone Shares Online. Here’s My Honest Take on Each
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 19h ago
20 ChatGPT Prompts Everyone Shares Online. Here’s My Honest Take on Each
Every week a new “20 chatgpt prompts you need” post shows up somewhere. Reddit, Twitter, LinkedIn, all of it. Most get shared for the hook… Continue reading on
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 19h ago
I Compared Claude and ChatGPT Across 6 Expert Reviews: Here’s What Stuck
I spent a week with both Claude and ChatGPT tabs open, and I caught myself doing the thing I swore I wouldn’t: I kept picking whichever… Continue reading on Med
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 20h ago
What Is AI, and How Should Your Business Actually Use It?
In 2012, a research team fed 1.2 million images into a neural network called AlexNet and watched it beat every existing image recognition system by a wide margi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 20h ago
OpenClaw + GLM 5.3 Flash — Opus-Class Scores at Flash Cost
For a week an anonymous model called ox-alpha sat at the top of OpenRouter and OpenCode with nobody knowing who made it. On 26 August 2026 Z.ai (Zhipu AI) revea
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 20h ago
Enterprise AI Adoption 2026: Essential LLM Checklist
Organizations in healthcare, finance, insurance, and other controlled sectors cannot deploy generative AI like an ordinary software feature. Enterprise AI adopt
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 20h ago
Your local LLM app needs guardrails before it needs prompts
Most local-LLM tutorials start with the fun part: the prompt. After running a fleet of autonomous agents on local models 24/7 and logging every failure — the le
Yann LeCun’s Five Objections to Large Language Models
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 21h ago
Yann LeCun’s Five Objections to Large Language Models
What one of deep learning’s founders thinks the whole industry got wrong Continue reading on AI & The Future of Work »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 22h ago
GLM-5.3-Flash vs Qwen3.8-Flash: Two Labs Made Frontier AI 10x Cheaper This Week
Last month, if you wanted near-frontier coding performance from an API, you paid roughly a dollar per task. This week that level of intelligence costs under fiv
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 22h ago
Building a DeFi Yield Scanner with Python and AI
Building a decentralized finance (DeFi) yield scanner has moved from a manual chore to an automated AI-driven workflow. By combining real-time on-chain data wit