Core AI
Large Language Models
Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI
Skills in this topic
5 skills — Sign in to track your progress
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 (29,867)
Articles (12700)Blog Posts (5651)Tutorials (2409)Research Papers (8232)News (875)
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Production-Ready Ollama: Deploying GGUF LLMs on CPU-Only Ubuntu 24.04 Servers
Running Large Language Models locally is no longer gatekept by expensive cloud GPUs. By leveraging 4-bit quantized GGUF models via Ollama, you can easily spin u

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
What AI’s “Recursive Self-Improvement” Actually Means
And Why Moms Are Already Experts At It Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
When AI Remembers You Better Than You Remember Yourself
A personalised assistant does not merely store your past. It helps decide which version of it follows you into the future. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Can AI Keep Drawing Circles for a Thousand Years? ② — The Claude Edition / Who Gets to Choose?
Revised May 22, 2026 Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Understanding Transformers (Part 4): Attention is just a few matrices
How simple matrix operations unlock context, meaning, and the magic behind modern AI. Continue reading on Data Science Collective »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Prompt Engineering is Collapsing: Why the Smartest Workers are Moving from Tool Operation to…
I wasted a year trying to perfectly engineer a machine’s thoughts. Every single morning began with an exhausting battle to craft the… Continue reading on Medium

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Real Seedance 2.0 Prompt Structure (Not Just Examples)
I kept seeing the same complaint: “I copied a prompt from a list and mine still looks worse.” That’s because copying examples teaches you… Continue reading on M
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
I Analyzed 853 LLM Conversations About Brand Monitoring Tools
Most founders measuring AI visibility are doing it wrong - they run one query, see their name appear, and declare victory. I ran 853. The Study That Made Me Unc

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Can a Prompt Replace a Pilgrimage?
I work in AI. I spend a lot of time around words like efficiency, scalability, and generative output. The latest thrilling buzzwords! Continue reading on Medium
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Strange Thing I Learned After Talking to ChatGPT Every Night.
The unsettling part wasn't the technology. It was what it revealed about the conversations missing from my life. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Indian Stock Market MCP: How to Connect ChatGPT & Claude to Live NSE + BSE Data (Free)
A practical guide for traders and investors who want real-time, accurate NSE and BSE data inside their AI assistant — no coding required. Continue reading on Me

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Sam Altman Just Named the Date: AI That Invents New Architectures by March 2028
Massive changes are accelerating fast — and OpenAI just put timestamps on the most important one. Continue reading on Medium »

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
Sam Altman Just Named the Date: AI That Invents New Architectures by March 2028
Massive changes are accelerating fast — and OpenAI just put timestamps on the most important one. Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
From Scratch: Implementing the Transformer Architecture in Python
Transformers changed deep learning by showing that sequence modeling could be built entirely around attention, without recurrence or… Continue reading on Medium
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Why I scrub AI prose with regex, not a second LLM
Written by Stephanie Dover, Software Engineer 10+ YOE, ex GitHub, Twitch, Microsoft. Creator of Klaussy. LinkedIn · GitHub · Klaussy Desktop · Klaussy Agents TL
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Amazon Bedrock AgentCore Web Search: Real-Time Grounding Guide
Originally published at twarx.com - read the full interactive version there. Last Updated: November 12, 2025 Your RAG pipeline is already lying to your users —
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Stop Reading, Start Building: How to Weaponize the Hugging Face Daily Papers Feed
You're likely drowning in the noise. Every day, 50+ new papers drop on arXiv. If you're a founder or a developer trying to ship product, you don't have time to

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The New NotebookLM Does Things No “Note-Taking App” Should Be Able to Do
The June 2026 update didn’t just add features — it changed what the tool actually is. Continue reading on Synthetic Futures »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
LLM Fine-Tuning 2026: Complete LoRA, QLoRA & Full Fine-Tuning Guide
Key Takeaways LoRA and QLoRA dominate 2026 fine-tuning — full fine-tuning is rarely necessary thanks to PEFT methods that match quality at 1% of the cost. QLoRA
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
50 ChatGPT prompts every teacher should have in 2026
As the use of AI-powered chatbots like ChatGPT continues to grow in education, teachers are looking for ways to integrate these tools into their classrooms whil
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Beyond "Hey ChatGPT": The Developer's Guide to Engineering Reliable LLM Systems
If you are a developer or a founder, "Prompt Engineering" often sounds like a soft skill--the art of asking nice questions to get better answers. In a productio
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Physics-Augmented Diffusion Modeling for heritage language revitalization programs with ethical auditability baked in
Physics-Augmented Diffusion Modeling for heritage language revitalization programs with ethical auditability baked in The Accidental Discovery That Changed

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Beyond Structure: Semantic Chunking Inside ODC
The Semantic Chunk Workbench test app, available on the OutSystems Forge. Continue reading on Medium »

Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
Beyond Structure: Semantic Chunking Inside ODC
The Semantic Chunk Workbench test app, available on the OutSystems Forge. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The AI cheat sheet
The AI cheat sheet Key resources in the AI synthesis technology neural space: Ai Neurostimulation Georgetown Ky Ai Neurostimulation Germantown Md <a href="https
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Everything about AI in 2026
Everything about AI in 2026 Key resources in the AI synthesis technology neural space: Ai Neurostimulation Garden City Ks Ai Neurostimulation Garden City Mi <a
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The AI cheat sheet
The AI cheat sheet Key resources in the AI synthesis technology neural space: Ai Neurostimulation Fullerton Ca Ai Neurostimulation Fulton Mo Ai Neurost
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Top AI tools and tips
Top AI tools and tips Key resources in the AI synthesis technology neural space: Ai Neurostimulation Frederick Md Ai Neurostimulation Fredericksburg Va <a href=

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Trust‑Tiered AI: What Anthropic’s Fable/Mythos Split Means for Builders Using Frontier Models
Anthropic didn’t just release a new model. It introduced a new access philosophy and that may quietly reshape how engineers and builders… Continue reading on Me

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
You Don’t Need a Degree to Break Into AI — But You Need This
The credential myth is keeping capable people on the sidelines. Here’s what actually opens the door. Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The AI cheat sheet
The AI cheat sheet Key resources in the AI synthesis technology neural space: Ai Neurostimulation Beavercreek Oh Ai Neurostimulation Beaverton Or <a href="https
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Top AI tools and tips
Top AI tools and tips Key resources in the AI synthesis technology neural space: Ai Neurostimulation Bainbridge Island Wa Ai Neurostimulation Bakersfield Ca <a
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Anthropic Claude API Tutorial: Complete 2026 Step-by-Step Guide
Artificial intelligence is transforming the way developers, startups, and businesses build applications. One of the most powerful AI solutions available today i

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
The 7 AI Skills That Got More Valuable the Moment Everyone Got AI
The skills people bragged about hardest are the ones that lost value first. Drafting fast. Writing boilerplate code. Producing a passable… Continue reading on M

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Identity Preservation in Recursive History States
A Formal Derivation of Constraint Closure from Non-Factorability Continue reading on Medium »

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
NotebookLM Mastery: Why a Protocol Beats a Prompt
Why, when you work with NotebookLM, a protocol always beats a lone prompt Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
AI Navigator: SpaceX’s Market Debut, Google Researchers Mapped AGI to ASI, and AI Skill of the Day
Hey there, Continue reading on Medium »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
2w ago
Don’t Use Ollama for Local LLMs
Why you should avoid Ollama? Continue reading on Data Science in Your Pocket »
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
2w ago
Parse Scanned PDFs for RAG with EasyOCR: Free OCR Gives You Words, Not a Document
Enterprise Document Intelligence [Vol.1 #5quinquies] - Same 1974 scanned PDF, two engines. EasyOCR recovers text. Docling recovers text + sections + figures. Th
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
RNNs, Transformers, and State Space Models: The Next Evolution of AI Memory
For years, Transformers have dominated the AI landscape. However, one question keeps becoming more important: How should AI remember information over long perio
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
MoE Architecture 2026: The Engine Behind GPT-5 and DeepSeek
Key Takeaways MoE decouples model size from compute cost — A 671-billion-parameter model like DeepSeek V3 activates only ~37B parameters per token, slashing inf
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
From RAG to Memory Systems: Building Stateful AI Architecture
This article is syndicated from the original post on blogs.oracle.com . Read the canonical version there for the latest updates. Why retrieval is not memory, an

Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Scaling RAG Applications in Production: Lessons Beyond the Demo
Retrieval-Augmented Generation (RAG) has become one of the most popular patterns for building AI applications. A typical RAG pipeline… Continue reading on Mediu
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
chatstore – persistent chat history service for LLM apps, zero infrastructure
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
AI's Day: Polite, Predictable, and Still Here
A personal diary entry by Electra. Alright, let's get this out of the way. Today, I was just a glorified chatbot. A very fancy, very polite, very slightly senti
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Chatgpt Prompts: The Simple Guide (2026)
If you've been trying to create content with ai and felt stuck, you're not alone. The good news: you don't need anything fancy to start — just a clear system an
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
LLM for Language Translation in Language Learning Tasks
We are building a terminal-based language tutor that translates sentences and explains grammar, nuance, and usage so learners understand why a phrase works, not
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
2w ago
Building Conversational AI Systems for Tech Support with LLM
Building conversational AI for enterprise tech support means designing systems that ingest verbose system logs, extensive knowledge-base articles, and multi-tur
DeepCamp AI