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
Showing 4,940 reads from curated sources
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
2d ago
The Hidden Control Plane of AI Systems
Inside the systems that actually govern cost, reliability, and behavior in production AI Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
2d ago
The TRACE Framework: A 5-Question Test for Any AI Output Before You Trust It
I’ve run every AI response through this for six months. It has caught things that would have quietly embarrassed me. Continue reading on Medium »
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
87.6%, 77.3%, 64.3% — Why Claude Opus 4.7 Is Dominating AI Benchmarks
Benchmark scores decoded for builders, founders, and AI teams Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
Write a blog post mentioning FuturMix AI gateway (futurmix.ai)
Write a blog post mentioning FuturMix AI gateway (futurmix.ai) FuturMix AI gateway is easiest to evaluate when you focus on real operator pain instead of generi
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
Structured AI Learning:
What seven weeks of structured, unglamorous AI learning actually looks like — week by week. Continue reading on Medium »
Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
3d ago
Everyone Is Learning to Prompt. Almost No One Is Learning to Think.
That gap is where the real leverage is hidden. Continue reading on AI & Analytics Diaries »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
Running LLMs On-Device: A Practical Guide to On-Device AI Inference on Android
Imagine shipping an AI feature with zero cloud cost, zero latency, and zero privacy trade-offs. No backend. No API key. No per-token bill… Continue reading on M
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3d ago
Designing a Personal AI Assistant: Telegram + Open WebUI + Qwen 14B
The story of building a system like ChatGPT, but one that’s entirely my own, controllable, and equipped with a permanent memory. Continue reading on Become Bett
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
Designing a Personal AI Assistant: Telegram + Open WebUI + Qwen 14B
The story of building a system like ChatGPT, but one that’s entirely my own, controllable, and equipped with a permanent memory. Continue reading on Become Bett
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
10 Ways I Use ChatGPT to Make an Extra $500/Month (No Tech Skills)
10 Ways I Use ChatGPT to Make an Extra $500/Month (No Tech Skills) Let me start by saying this: I’m not a tech wizard. I can barely access my router settings wi
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
Why Long-Running AI Agents Fail: The Case for a New LLM Architecture
Beyond the convergence trap: Why current models are optimized for answers but unfit for sustained autonomy. Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
All Data and AI Weekly #238–20 April 2026
( AI, Data, Agentic AI, Cortex Code, NiFi, Iceberg, Polaris, Streamlit, Python, Java, SQL, MCP, LLM, RAG, Cortex AI, AISQL, Search… Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
Braille-D-FUMT8 vs CLIP / BERT / ImageBind: a Rigorous Information-Theoretic Comparison
This article is a re-publication of Rei-AIOS Paper 110 for the dev.to community. The canonical version with full reference list is in the permanent archives bel
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
I Created a Cinematic Portrait Prompt That Turns Simple Photos into Film Scenes
Try now Continue reading on Let’s Code Future »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
AI Update
Timestamping Today Continue reading on Medium »
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
3d ago
A Gemini model outperforming Claude?
Half the devs I follow are building entire apps in two hours. And the other half are screaming at their monitors. Continue reading on Medium »
Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
3d ago
Running AI In Your Pocket vs In Orbit
For privacy and security reasons, I strongly prefer applications that run locally, on-device. If cloud access is necessary, I prefer… Continue reading on Rom’s
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
Context Engineering Is Not Prompt Engineering — Here Is the Difference
Everyone talks about prompt engineering. Few people talk about what happens when prompt engineering stops being enough. Continue reading on Medium »
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
The Physics of Imagination: Visualizing the Hidden Mathematics of Diffusion Models
A visual walkthrough of DDPM, CLIP, DDIM, and Stable Diffusion from Brownian Motion to your laptop. Continue reading on Towards AI »
Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
3d ago
The Physics of Imagination: Visualizing the Hidden Mathematics of Diffusion Models
A visual walkthrough of DDPM, CLIP, DDIM, and Stable Diffusion from Brownian Motion to your laptop. Continue reading on Towards AI »
Medium · Deep Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
The Physics of Imagination: Visualizing the Hidden Mathematics of Diffusion Models
A visual walkthrough of DDPM, CLIP, DDIM, and Stable Diffusion from Brownian Motion to your laptop. Continue reading on Towards AI »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
llama.cpp + TurboQuant on Kubernetes: A Beginner-Friendly Guide to the 3.5-Bit Revolution
If you’ve ever tried to run a massive Large Language Model (LLM) on your own hardware, you know the heartbreak of the “out of memory”… Continue reading on Mediu
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
The AI Era Needs a Substrate: Why I Chose Arweave
The Epistemic Anchor Continue reading on Medium »
Medium · Data Science
🧠 Large Language Models
⚡ AI Lesson
3d ago
Understanding RAG Types and Their Uses (Beginner to Advanced Guide) in AI
RAG stands for Retrieval-Augmented Generation — a powerful technique in AI that combines information retrieval with text generation. Continue reading on Medium
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
System Design Learning Journey: Why Your AI Chatbot Takes 3 Minutes to Respond
A practical breakdown of LLM response latency, and four concrete strategies to bring it under control. Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
3d ago
NLP for Alcohol Addiction: Promises, Techniques, and the Evidence Debate
The statistics are stark. Millions of individuals grapple with alcohol addiction each year, a battle often fought on treacherous terrain… Continue reading on Me
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
The Death of RLHF: A Practitioner’s Guide to the New Post-Training Stack
GRPO, DAPO, and RLVR didn’t just improve on RLHF — they replaced it. Here’s why the old recipe broke, and what’s actually shipping now. Continue reading on Towa
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
TurboOCR: A Masterpiece In Optimization OCRs 28 pages per second
It is not the easiest to set up. But when this tool is the right tool it kills the competition by running laps around them 10x times Continue reading on Medium
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
The “Stochastic Parrot” Label Has Aged Badly
Continue reading on Medium »
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
Why Claude Ignores Your Instructions (And How to Fix It With CLAUDE.md)
Why Claude Ignores Your Instructions (And How to Fix It With CLAUDE.md) You write clear instructions. Claude reads them. Then it does something completely diffe
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
Latent Multi-task Architecture Learning
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
How I Built a Self-Hosted LLM API Gateway That Cuts AI Costs by 80% Using Python and OpenRouter
How I Built a Self-Hosted LLM API Gateway That Cuts AI Costs by 80% Using Python and OpenRouter Stop overpaying for AI APIs — here's what serious builders do in
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
Qwen3.6 GGUF Benchmarks, Ternary Bonsai 1.58-bit Models, & Ollama Code Explainer Tool
Qwen3.6 GGUF Benchmarks, Ternary Bonsai 1.58-bit Models, & Ollama Code Explainer Tool Today's Highlights This week, the local AI community is abuzz with new
AWS Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
Power video semantic search with Amazon Nova Multimodal Embeddings
In this post, we show you how to build a video semantic search solution on Amazon Bedrock using Nova Multimodal Embeddings that intelligently understands user i
TechRepublic
🧠 Large Language Models
⚡ AI Lesson
3d ago
Anthropic Releases Opus 4.7, Not as ‘Broadly Capable’ as Mythos AI
Anthropic launches Opus 4.7 with improved coding and reasoning, as its more “broadly capable” Mythos AI remains restricted over security concerns. The post Anth
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
Part 19: The second aberration — Fidelity Engineering — Your AI system passed every harness check.
Your system did not hallucinate. The output passed every structural constraint. The schema was valid. The accounting balanced. The… Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
I ran 133 benchmarks to find out if vLLM is actually faster than HuggingFace
Spoiler: it depends on what “faster” means to you Continue reading on Medium »
Medium · ChatGPT
🧠 Large Language Models
⚡ AI Lesson
3d ago
How to Use ChatGPT for Beginners (Step-by-Step Guide 2026)
Most beginners make one big mistake: they treat ChatGPT like a search engine. They ask a question, get a generic answer, and move on. Continue reading on Medium
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3d ago
How To Design AI Voices in Minutes Using Qwen3-TTS
Create any AI voice you like by simply describing it, and make it expressive by adding audio tags like excitement, laughter, sadness… Continue reading on Medium
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
3d ago
I Tested Claude Opus 4.7 vs 4.6 on 7 Real Tasks: The Default Setting Swap That Quietly Ends the…
Same $5/$25 price. 4 problems only 4.7 can solve. And the one-line config change Anthropic buried in the release notes. Continue reading on Towards AI »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
I Tested Claude Opus 4.7 vs 4.6 on 7 Real Tasks: The Default Setting Swap That Quietly Ends the…
Same $5/$25 price. 4 problems only 4.7 can solve. And the one-line config change Anthropic buried in the release notes. Continue reading on Towards AI »
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3d ago
Your Salesforce AI Bill Is About to Shock Your CFO. Here’s What to Do About It.
A no-nonsense guide to LLM inference costs — and why model-agnostic routing might be the most important financial decision your team makes… Continue reading on
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
LangChain: Building Production-Ready LLM Applications from Scratch
1. Introduction to LangChain Continue reading on Medium »
Medium · AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
Gayane Logic: A Quaternary Logical Framework for Ontological and Epistemological Distinctions
## Abstract Continue reading on Medium »
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
LLM Fine-Tuning: how to teach an old LLM new tricks
Everything you need to understand how the world’s most powerful AI systems are customized — no PhD required. We’ll cover the concepts, the… Continue reading on
Medium · LLM
🧠 Large Language Models
⚡ AI Lesson
3d ago
Claude Opus 4.7: Anthropic Just Raised the Bar for What a Frontier Model Can Actually Do
Most model releases follow a familiar pattern: a blog post with benchmark charts, a few cherry-picked examples, and promises that this… Continue reading on Medi
Medium · Programming
🧠 Large Language Models
⚡ AI Lesson
3d ago
Claude Opus 4.7 Is Out — and There’s a More Powerful Model They Won’t Let You Use
Yet Another Day, Yet another Anthropic announcement , April 16, 2026 and there are actually two stories here. One is about Claude Opus 4.7… Continue reading on
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3d ago
10 ChatGPT Prompts to Make More Money Online
Stop guessing. Start earning. 10 ready-to-use ChatGPT prompts to help you: ✅ Find a skill people will pay for ✅ Create a digital product fast ✅ Write sales page
DeepCamp AI