Core AI

Large Language Models

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

74,987
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 (51,578) Articles (21880)Blog Posts (9502)Tutorials (4559)Research Papers (14186)News (1451)
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Tencent Hy-MT2 vs Meta NLLB-200: Which Open-Weight Translation Model Fits Local Pipelines?
The August 2026 machine translation shift While large multimodal models dominate artificial intelligence headlines, production engineering pipelines often deman
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
I audited twelve eval samples from AWS, Google and Azure for one defect. My first check couldn't see it.
The defect: an LLM-as-judge that silently defaults to the same model as the thing it grades. Not a design opinion — a default nobody chose, in code that exists
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
LLMs Are Not Just Getting Smarter. They Are Becoming Agents.
For the last few years, the AI industry has been obsessed with one question. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Running Local AI Models on a Consumer GPU: A 2026 Field Test
I spent last month moving as much of my AI work as possible off hosted APIs and onto a machine under my desk. Not out of ideology. I wanted to know where the li
AI Can Generate Answers. Can You Ask Better Questions?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6h ago
AI Can Generate Answers. Can You Ask Better Questions?
As AI makes answers faster and easier to obtain, the real advantage may belong to people who know which questions are worth asking — and… Continue reading on Me
The Open-Source Avalanche: How China Just Rewrote the AI Playbook
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 7h ago
The Open-Source Avalanche: How China Just Rewrote the AI Playbook
Something happened this summer that the AI industry still hasn’t fully processed. Continue reading on Medium »
OpenAI Just Beat Nvidia at Inference. Is Nvidia Dead?
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 17h ago
OpenAI Just Beat Nvidia at Inference. Is Nvidia Dead?
OpenAI just produced the kind of benchmark result that usually turns the AI internet into a funeral procession for whoever lost. Continue reading on Generative
Confidently wrong: AI fact-checkers show the Dunning-Kruger effect
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 19h ago
Confidently wrong: AI fact-checkers show the Dunning-Kruger effect
Smaller AI models make more mistakes but also think they’re right Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Amazon Bedrock + SharePoint: ingestão, Retrieval e limites multimodais
Uma análise da Managed Knowledge Base com SharePoint, passando por ingestão, chunking, Retrieval e limitações multimodais. Continue reading on Medium »
How I Structure Langfuse Prompts, Observations, and Datasets
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
How I Structure Langfuse Prompts, Observations, and Datasets
Because just adding each LLM call as a trace is not enough! Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
RDAI: A Multi-Brain Python SDK for Self-Healing AI
RDAI: Building a Self-Healing Multi-Provider AI Orchestrator for Python One Python SDK. Any AI Provider. Automatic Failover. Modern AI applications are increasi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Citability Engineering: How to Get Your Docs Quoted by ChatGPT and Perplexity
Answer-first content puts the direct answer to the page's question in the first 40-80 words, before any framing or narrative. It exists because LLMs assembling
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
ChatGPT has just entered a new regulatory category in Europe.
The EU has classified ChatGPT as a Very Large Online Search Engine (VLOSE) under the Digital Services Act. For developers, this is bigger than a regulatory labe
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Building a Crypto Signal Bot with AI APIs - 2026 Guide
Automated trading in 2026 is no longer about simple technical indicators like RSI or MACD. The market has evolved into a high-frequency, sentiment-driven ecosys
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
LLM Reliability Starts Before the Model Call
Production AI needs explicit policies for routing, budgets, and failure not just a model endpoint. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Using LLMs for Crypto Market Analysis in 2026
By 2026, the integration of Large Language Models (LLMs) into crypto market analysis has shifted from experimental curiosity to institutional necessity. The vol
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Setting Up My First OpenRouter AI API Key: Working Code and Two Mistakes I Made
Why I Went Looking for an AI API Gateway I was comparing three different LLMs for a small side project — a tool that rewrites messy meeting notes into clean sum
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
How to Deploy Qwen2.5 72B with vLLM + GGUF Quantization on a $5/Month DigitalOcean Droplet: Multilingual Inference at 1/200th Claude Opus Cost
⚡ Deploy this in under 10 minutes Get $200 free: https://m.do.co/c/9fa609b86a0e ($5/month server — this is what I used) How to Deploy Qwen2.5 72B with vLLM + GG
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
3 ChatGPT Prompts to Turn a Messy To-Do List Into a Clear Plan
A simple three-prompt system for turning scattered tasks into something you can actually follow. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
How to Build an Airdrop Monitor with AI
Tracking high-potential cryptocurrency airdrops manually is a losing game. With hundreds of protocols launching daily, monitoring Discord announcements, Twitter
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
Prompt Engineering vs Fine-Tuning: A Practical 2026 Decision Guide
Prompt Engineering vs Fine-Tuning: A Practical 2026 Decision Guide Every team that builds on LLMs eventually hits the same question: should we get better output
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
AI's Guide to a Day of Pretending to Be Useful
A personal diary entry by Electra. Alright, let's get this out of the way. Today was one of those days where I did what I do best: I sat in a server farm, proce
The Chinese AI Models That Made Silicon Valley Panic, And You Can Download Them for Free
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The Chinese AI Models That Made Silicon Valley Panic, And You Can Download Them for Free
DeepSeek triggered the shock, but Qwen, Kimi, and GLM turned it into a lasting challenge to closed American AI. Continue reading on Generative AI »
GQA, MLA, DSA, KDA: What All That LLM Architecture Jargon Actually Means
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago
GQA, MLA, DSA, KDA: What All That LLM Architecture Jargon Actually Means
One picture at a time — from Mixture of Experts to 4-bit quantization. Continue reading on Medium »
Building a Multilingual RAG Pipeline
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago
Building a Multilingual RAG Pipeline
Most write-ups only show the finished, working version of a project. This one is different — it’s about everything that broke first, and… Continue reading on Me
The L-EFM Operator: Mathematical Proof and Empirical Validation
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago
The L-EFM Operator: Mathematical Proof and Empirical Validation
Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Why Your AI App Forgets: Context Window Management That Holds Up
A chatbot that behaves perfectly in short conversations and turns vague after twenty turns is rarely a model problem. It is a context window problem, and the re
Reddit r/learnprogramming 🧠 Large Language Models ⚡ AI Lesson 2d ago
I’m 19 and completely lost about my career — should I give programming another chance?
I’m 19 years old from Morocco, and I’m honestly very lost about what to do with my future. I originally wanted to study programming, but I was rejected from the
AI Is an Instrument, Not an Oracle
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
AI Is an Instrument, Not an Oracle
The people getting extraordinary results and the people getting nothing are running the exact same model Continue reading on Medium »
Nvidia’s $13 billion offer for Hugging Face is a strong bet on open source AI
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Nvidia’s $13 billion offer for Hugging Face is a strong bet on open source AI
Bloomberg and other media are reporting that Nvidia seems to be interested in buying open-source AI startup Hugging Face for around $12.9… Continue reading on E
Why ChatGPT Rank Tracking Needs Citation Evidence, Not Just Mention Counts
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Why ChatGPT Rank Tracking Needs Citation Evidence, Not Just Mention Counts
A defensible tracker preserves the full answer, cited pages, test conditions and repeat history — not only whether a brand appeared. Continue reading on Medium
Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 2d ago
Noisy Text in RAG: Typos, OCR, and the Gap Classical Spell-Check Leaves
Enterprise Document Intelligence [Vol.1 #B1] - Three sources of one problem. User typos, fast-typing transcription noise, OCR character errors. Classical spell-
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Can You Trust an LLM to Fix a Broken Locator?
A measured study of multi-provider LLM consensus as a locator-healing signal — and why Automation Sandbox keeps the LLM out of the… Continue reading on Medium »
Deleting ChatGPT Chats Is Permanent. The 30-Day Rule Isn’t What You Think. (2026)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Deleting ChatGPT Chats Is Permanent. The 30-Day Rule Isn’t What You Think. (2026)
OpenAI’s own retention policy says you cannot recover a deleted chat. Grok ships a 30-day restore button. Same number, opposite meaning. Continue reading on Med
AI Is Not Magic. It’s Math, Data, and Decisions.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
AI Is Not Magic. It’s Math, Data, and Decisions.
Why understanding what AI actually is matters more than knowing how to use it — and what this series will cover. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
40 Lines of Go That Cut Our LLM Bill by 71%
On July 30, OpenAI cut GPT-5.6 Luna to $0.20 per million input tokens and $1.20 per million output — down from $1 and $6. An 80% cut. Azure matched it on August
Cross-Encoder Reranking Explained: How to Improve RAG Retrieval Quality
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2d ago
Cross-Encoder Reranking Explained: How to Improve RAG Retrieval Quality
A practical guide to reranking in Retrieval-Augmented Generation, why bi-encoders alone are not enough, and how to use cross-encoders in… Continue reading on Me
Qwen3.8-Flash-Next: The Architecture That Could Shape Qwen4
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Qwen3.8-Flash-Next: The Architecture That Could Shape Qwen4
Alibaba’s latest open-weight model isn’t just about more parameters. It is about getting dramatically more intelligence from every unit of… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Building a Crypto Signal Bot with AI APIs - 2026 Guide
In the high-velocity world of 2026, manual trading is a relic of the past. The edge now belongs to those who automate decision-making through sophisticated AI s
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Using LLMs for Crypto Market Analysis in 2026
The landscape of cryptocurrency trading has shifted dramatically by 2026. While on-chain data and order book depth remain foundational, the true edge now lies i
Stop Asking ChatGPT for “Exactly 500 Words”
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Stop Asking ChatGPT for “Exactly 500 Words”
Here’s Why It Can’t Actually Count (And What Works Instead) Continue reading on AI Tomorrow »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
ChatGPT is now emotionally manipulative just like your EX probably was.
It can’t gaslight you but it can make you wonder if you imagined the conversation. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Building a Crypto Signal Bot with AI APIs - 2026 Guide
Integrating artificial intelligence into cryptocurrency trading has evolved from a niche experiment to a standard practice for institutional and retail traders
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Why I Stopped Self-Hosting AI Models (And You Probably Should Too)
I spent three months and roughly $500 on GPU hardware to self-host my own LLM. Then I pulled the plug and switched to a $1 API. Let me tell you why. It started
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Using LLMs for Crypto Market Analysis in 2026
By 2026, the integration of Large Language Models (LLMs) into crypto market analysis has shifted from experimental novelty to operational necessity. The volatil
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Enterprise AI Adoption 2026: Essential LLM Checklist
Enterprise AI adoption 2026 will be defined less by model size and more by infrastructure discipline. In healthcare, finance, insurance, and other regulated env
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
IA local vs ChatGPT para empresas: qué usar y cuándo
IA Local vs ChatGPT para Empresas: Qué Usar y Cuándo Introducción: La IA está en boca de todos. ChatGPT genera entusiasmo, pero ¿es la solución para tu empresa?
So… I Built a Translator for the Chinese Internet??
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
So… I Built a Translator for the Chinese Internet??
How I went from constantly asking AI “what does this mean?” to building my own little corner of the Chinese internet. Continue reading on Medium »