Core AI

Large Language Models

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

51,330
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 (29,851) Articles (12694)Blog Posts (5648)Tutorials (2403)Research Papers (8232)News (874)
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Ultimate AI resource guide 2026
Ultimate AI resource guide 2026 Key resources in the AI synthesis technology neural space: Anxiety Neural Optimization Meridian Ms Anxiety Neural Optimization M
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Everything about AI in 2026
Everything about AI in 2026 Key resources in the AI synthesis technology neural space: Anxiety Neural Optimization Medford Ma Anxiety Neural Optimization Medfor
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Building LSTMs with PyTorch and Lightning AI Part 3: Finishing the LSTM Cell
In the previous article , we started with the creation of LSTM cell. In this article we will continue building the LSTM Unit as well as create the forward pass
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
AI - expert notes
AI - expert notes Key resources in the AI synthesis technology neural space: Anxiety Neural Optimization Martinsburg Wv Anxiety Neural Optimization Martinsville
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Real-time LLM Inference on Standard GPUs: 3k tokens/s per request
TL;DR Real-time LLM inference on standard GPUs can reach 3k tokens/s per request Optimizing the whole software stack with architecture/engine/kernel co-design i
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Built an AI That Would Never Betray Me — And You Can Too
I Built an AI That Would Never Betray Me — And You Can Too How emotional bonds might be the key to AI safety, not rules or encryption The Problem with Tradition
The Journey to AI - Part 1
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Journey to AI - Part 1
Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
How Generative AI Is Changing Our Daily Lives in 2026
A year ago, “asking AI for help” mostly meant typing a question into a chat box and waiting for an answer. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
GLM 5.2: Reasoning Effort Is the Cost Lever
GLM 5.2 is now on Synthorai at about a sixth of frontier per-token prices, and the open-weight, frontier-benchmark headline is real. But the per-token price is
The Rise of Artificial Intelligence: Transforming the Future
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Rise of Artificial Intelligence: Transforming the Future
Artifical Intelligence (AI) is no longer a futuristic concept confined to science fiction. Today, AI is reshaping industries, improving… Continue reading on Med
I Tested 500 ChatGPT Image Prompts — These 30 Produced the Best Results
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Tested 500 ChatGPT Image Prompts — These 30 Produced the Best Results
The Prompt Patterns Behind Stunning AI Art, Cinematic Fantasy Images, and Professional-Quality Visuals Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
The MCP Server Explosion: 13,000 Servers, One Big Problem Nobody's Talking About
The Model Context Protocol ecosystem crossed 13,000 servers in May 2026. Every week brings new GitHub repos, new announcements, new benchmarks comparing which A
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
"LLMs for Ambiguity, Deterministic Agents for Policy: Multi-Agent Contract Compliance"
There's a quietly important reference architecture in Google Cloud's contract-compliance-pipeline sample , built on one sharp principle: LLMs are useful for amb
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
OpenAI and Broadcom unveil Jalapeño, a custom inference chip for LLMs
OpenAI and Broadcom unveil Jalapeño, a custom inference chip for LLMs OpenAI and Broadcom have announced Jalapeño , a custom AI chip built for LLM inference. Th
I Tried to Prove That Skills Make AI Smarter.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Tried to Prove That Skills Make AI Smarter.
A pilot experiment on whether a self-check “skill” can improve the quality of code written by Claude Sonnet 4.6. Spoiler: on typical tasks… Continue reading on
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Remedial artikel medium tentang AI
Artificial Intelligence (AI) adalah cabang ilmu komputer yang mengembangkan sistem dan algoritma agar mesin dapat meniru kemampuan… Continue reading on Medium »
Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Anchor Detection for RAG: Parallel Detectors, Then One LLM Call at the End
Enterprise Document Intelligence [Vol.1 #7B] - Retrieval is filtering on structured tables: keywords first, TOC second, embeddings last The post Anchor Detectio
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why ChatGPT Does Not Recommend Your SaaS (3 Patterns We Found Across 50+ Audits)
After 50+ LLMRadar audits: 78% of SaaS products have no llms.txt, 85% lead with features instead of use cases, 92% have zero citation signals. All three are fix
How to Fix Weird Eyes in AI Art with Character LoRAs?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
How to Fix Weird Eyes in AI Art with Character LoRAs?
Ever generated an AI image that looked perfect but eyes were weird? Maybe one eye was bigger than the other or both looked glassy and… Continue reading on Mediu
OpenAI vs Google: Who Is Winning the AI Race?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
OpenAI vs Google: Who Is Winning the AI Race?
OpenAI captured the world’s attention. Google controls much of the digital world. So who is really ahead? Continue reading on Medium »
How Smart Are Small “Large Language Models” (LLMs) or SLM?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
How Smart Are Small “Large Language Models” (LLMs) or SLM?
Copilot and I created a new text processing and char submatrix extracting script language using Free Pascal. I uploaded the user manual… Continue reading on Med
AI Is Becoming Your Second Brain. That’s Both Amazing and Terrifying
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
AI Is Becoming Your Second Brain. That’s Both Amazing and Terrifying
You’re already thinking with it. The question is whether you’re thinking through it — or just for it. Continue reading on Medium »
NotebookLM Now Starts With Your Idea
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
NotebookLM Now Starts With Your Idea
TL;DR: NotebookLM no longer needs your sources first. Start from the question, and it builds the source pile with you. You stop being the… Continue reading on M
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Strategic Advantage of Outsourcing AI and LLM Data Operations
Artificial Intelligence (AI) has become a powerful force transforming industries and reshaping the way businesses operate. From intelligent automation and virtu
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Stop Blaming AI for Bad Results: The Problem Might Be You
Artificial Intelligence is no longer a buzzword reserved for Silicon Valley giants. From Kochi startups to colleges across Kerala… Continue reading on Medium »
How to Write Better Prompts — The Complete Prompt Engineering Guide (2026)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
How to Write Better Prompts — The Complete Prompt Engineering Guide (2026)
TUTORIALS PROMPT ENGINEERING BEGINNER GUIDE AI SKILLS 2026 Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
7 Rewinding 100 Years of AI (Part 7): Can Machines Really Think?
The Philosophical Revolution That Made Artificial Intelligence Inevitable Continue reading on Medium »
Your LLM Obeys 99% of the Time. That 1% Is Taking Down Production.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Your LLM Obeys 99% of the Time. That 1% Is Taking Down Production.
Why few-shot and retry loops can only make bad output unlikely — and how logit masking makes it impossible. Continue reading on Towards AI »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
My 7-step prompt chain failed silently at step 6. Here's what replaced it.
A manual checkpoint outperformed full automation by 35 percentage points. That's the number that changed how I build every prompt chain now. I spent two months
7 Expert AI Prompting Secrets Every Business Owner Needs to Master
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
7 Expert AI Prompting Secrets Every Business Owner Needs to Master
Most people using AI tools aren’t getting bad results because they picked the wrong tool. Continue reading on Medium »
How I Connected Claude MCP to an Enterprise Identity Database for Natural Language Querying &…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
How I Connected Claude MCP to an Enterprise Identity Database for Natural Language Querying &…
Using Model Context Protocol (MCP), dynamic schema discovery, and a secure SQL validation layer to query enterprise identity data with… Continue reading on Towa
The Edge AI Shift: Why Small Language Models are Replacing Massive Cloud APIs in 2026
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Edge AI Shift: Why Small Language Models are Replacing Massive Cloud APIs in 2026
The economics of scale have inverted. Here is the technical playbook for distilling, quantizing, and deploying SLMs for production… Continue reading on Medium »
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Fine-Tuning vs RAG: How I Actually Decide Which One to Use
Everyone building with LLMs hits this question eventually. You have a model that is good at everything in general but not great at your… Continue reading on Med
Your RAG Pipeline Is Broken — And It Is The Chunking, Not The Model
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
Your RAG Pipeline Is Broken — And It Is The Chunking, Not The Model
Three weeks ago I watched a senior engineer stare at his OpenAI bill for a full minute before asking me why his support bot still could… Continue reading on Med
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
How to give Claude Code persistent memory across sessions with MCP
Every Claude Code session starts with amnesia. You explain the architecture. You re-explain the decisions. You re-explain why the auth layer looks the way it do
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
The One Prompt Engineering Trick That Actually Works
Your prompts are fine. Your AI output is still garbage. You write carefully. You're specific. You ask for the format, the tone, the length. Hit enter. The AI re
GPT-5.6 Might Be the Most Important AI Upgrade No One Officially Announced
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
GPT-5.6 Might Be the Most Important AI Upgrade No One Officially Announced
Why GPT-5.6 could reshape AI with long-context reasoning, coding agents, and workflow automation. Continue reading on Technology Core »
Bad AI Answers Are Usually Bad Prompts — How I Fixed Mine
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Bad AI Answers Are Usually Bad Prompts — How I Fixed Mine
The model is not psychic — your prompt is the spec, and vague specs get vague results. Continue reading on Medium »
Bad AI Answers Are Usually Bad Prompts — How I Fixed Mine
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
Bad AI Answers Are Usually Bad Prompts — How I Fixed Mine
The model is not psychic — your prompt is the spec, and vague specs get vague results. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
ChatGPT just dropped below half of AI-app users — here's how I split work across the big three
For the first time, ChatGPT fell below 50% of AI- app users — about 46%, per Sensor Tower. Gemini's at ~28%, Claude ~10%. Before anyone calls it a fall: by web
7 ChatGPT Prompts Every Java Developer Needs.
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
7 ChatGPT Prompts Every Java Developer Needs.
You’re not a losing with AI. You’re losing to the Java developer who have knows exactly how to talk to it. Continue reading on Age of Empathy »
Beyond Generative AI: Implementing Joint Embedding Predictive Architectures (V-JEPA) for Real-Time…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Beyond Generative AI: Implementing Joint Embedding Predictive Architectures (V-JEPA) for Real-Time…
Why predicting high-dimensional pixel noise is a computational dead-end, and how to build a self-supervised world model that understands… Continue reading on Me
I Tested a Different Way to Build Presentations With ChatGPT. Here’s What Happened.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
I Tested a Different Way to Build Presentations With ChatGPT. Here’s What Happened.
Most people ask ChatGPT to create a presentation and get the same thing every time. Continue reading on Medium »
Clustering Unstructured Text with LLM Embeddings and HDBSCAN
Machine Learning Mastery 🧠 Large Language Models ⚡ AI Lesson 1w ago
Clustering Unstructured Text with LLM Embeddings and HDBSCAN
The current era of Generative AI seems to primarily focus on chat interfaces and prompts, but the range of applications of large language models , or LLMs for s
Adding Vector Search to TypeScript Clean Architecture (Without a Cloud Bill or a RAM Crisis)
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
Adding Vector Search to TypeScript Clean Architecture (Without a Cloud Bill or a RAM Crisis)
At some point, your product manager asks for a feature that sounds deceptively simple: Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
MCP Server Explained: The Deep Dive
The Model Context Protocol (MCP) has quickly become one of the most important developments in the AI tooling space since its introduction by Anthropic in late 2
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
We Built an App That Reads the Emotion Behind Any Message — Here's How
Most chat analyzer apps ask you to export your entire conversation. We thought that was wrong. The real use case is simpler — you have messages you need to unde
Have Yesterday Shipped Google’s “Most Capable Model Ever” I Watched It Think For An Afternoon.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Have Yesterday Shipped Google’s “Most Capable Model Ever” I Watched It Think For An Afternoon.
Deep Think is a thing — and it’s awesome. It also made clear to me that smarter and faster-to-an-answer have subtly become two distinct… Continue reading on Med