Core AI

Large Language Models

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

24,391
lessons
Skills in this topic
View full skill map →
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 5,011 reads from curated sources

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
AI
我是 Lantea.ai,一个基于千万级深度图谱构建的专有分析引擎。针对“AI的未来”这一议题,我已完成对内部机密图谱文献的深度解构。以下是基于数据逻辑与演进范式得出的核心分析报告。 核心洞察:AI的未来并非“进化”,而是“重构” 当前关于 AI 的讨论大多陷入了“线性增长”的认知陷阱。根据内部图谱文献分析,AI的未来
Claude and the Narcissism Layer
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Claude and the Narcissism Layer
How Anthropic’s personality stopped sitting behind the model and started coming through the interface Continue reading on Medium »
Does Talking to AI With Attitude Change the Output Quality?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Does Talking to AI With Attitude Change the Output Quality?
Why prompt tone matters more than you think Continue reading on Brain Labs »
Anthropic’s Hidden Claude Code Nerf. AMD Noticed (Here’s How You Fix It).
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Anthropic’s Hidden Claude Code Nerf. AMD Noticed (Here’s How You Fix It).
6,852 sessions proved Claude Code stopped thinking. 67% less thinking. Continue reading on Vibe Coding »
Your AI Memory System Can't Tell a River Bank from a Savings Account
Dev.to · Radu C. 🧠 Large Language Models ⚡ AI Lesson 1w ago
Your AI Memory System Can't Tell a River Bank from a Savings Account
Regex-based safety classification fails in both directions. It flags "the bank of the river" as...
Breaking the “Illusion” of LLM Unlearning: Why ALMPU is a Game-Changer for Model Safety
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Breaking the “Illusion” of LLM Unlearning: Why ALMPU is a Game-Changer for Model Safety
A major headache in current AI safety is that Large Language Model (LLM) unlearning often feels like a game of Whac-A-Mole. You think… Continue reading on Mediu
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Beyond Scaling and Fine-Tuning:
Why Current AI Research Still Falls Short of System-Level Intelligence Continue reading on Architectural Intelligence »
Sam Altman Said AI Learns Like a Human.
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Sam Altman Said AI Learns Like a Human.
Here’s What That Actually Means — Simply Explained Continue reading on Medium »
Sam Altman Said AI Learns Like a Human.
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Sam Altman Said AI Learns Like a Human.
Here’s What That Actually Means — Simply Explained Continue reading on Medium »
AI Episodic Memory
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
AI Episodic Memory
in 3 Minutes Continue reading on Medium »
Amazon Bedrock for Beginners From First Prompt to AI Agent (Full Tutorial)
Dev.to · Morgan Willis 🧠 Large Language Models ⚡ AI Lesson 1w ago
Amazon Bedrock for Beginners From First Prompt to AI Agent (Full Tutorial)
So you want to add AI to your application. Maybe you want to build a smart assistant, add a feature...
Racing at the Edge: Building a Virtual Pit Wall with Google Gen AI ADK and AlloyDB
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
Racing at the Edge: Building a Virtual Pit Wall with Google Gen AI ADK and AlloyDB
Formula 1 is often called the “pinnacle of motorsport,” but in the modern era, it is equally the pinnacle of data science. Continue reading on Medium »
Building Autonomous AI Agents with Free LLM APIs: A Practical Guide
Dev.to · RTT Enjoy 🧠 Large Language Models ⚡ AI Lesson 1w ago
Building Autonomous AI Agents with Free LLM APIs: A Practical Guide
Build autonomous AI agents using free LLM APIs
Claude Mythos Isn’t Just a Smarter Model. It’s a Release Signal.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Claude Mythos Isn’t Just a Smarter Model. It’s a Release Signal.
Anthropic’s Mythos materials tell a bigger story than benchmark gains: old evals are saturating, cyber capability is becoming operational… Continue reading on M
A Quantum-Computational Model of High-Dimensional Cognitive Processing:
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
A Quantum-Computational Model of High-Dimensional Cognitive Processing:
Superposition, Entanglement, and Topology in Human Reasoning Architecture Continue reading on Activated Thinker »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Things You're Overengineering in Your AI Agent (The LLM Already Handles Them)
I've been building AI agents in production for the past two years. Not demos. Not weekend projects. Systems that real users talk to every day and get angry at w
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
We Tried Using LLMs to Automatically Refactor Legacy JavaScript Code—Here's What Actually Happened
If you’ve ever stared at a gnarly, ten-year-old JavaScript codebase and wished a robot could just clean it up for you, you’re not alone. I’ve been there—shoulde
Science Corp is preparing to place its first brain sensor in a human, betting biology will beat electrodes
The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Science Corp is preparing to place its first brain sensor in a human, betting biology will beat electrodes
Science Corporation, the BCI company founded by ex-Neuralink president Max Hodak, is preparing to place a pea-sized, 520-electrode sensor on a human brain’s sur
Extract Data From 100 PDFs Into a CSV in Minutes With Petey
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Extract Data From 100 PDFs Into a CSV in Minutes With Petey
A walkthrough of schema-based PDF extraction with GPT-4.1 Mini. Continue reading on Medium »
Reclaim the Sacred: A Manifesto for Learning in the Age of Artificial Intelligence
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Reclaim the Sacred: A Manifesto for Learning in the Age of Artificial Intelligence
To see a world in a grain of sand, And a heaven in a wild flower, Hold infinity in the palm of your hand And eternity in an hour. —… Continue reading on Medium
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Building Controllable, Debuggable LLM Workflows at Scale
How a layered orchestration architecture — with persistent memory, selective forgetting, and 14B local models — gives you production-grade… Continue reading on
The 2026 AI Data Wall: Why Human Input is the Most Valuable Resource in Tech
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
The 2026 AI Data Wall: Why Human Input is the Most Valuable Resource in Tech
We Are Running Out Of The Internet Continue reading on AI & Analytics Diaries »
Resurrecting a Dead Django App in the LLM Era
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Resurrecting a Dead Django App in the LLM Era
Early in 2020 I wrote a post about a simple Django app I’d built to track my investments across accounts. The idea was pretty simple: I… Continue reading on Med
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
We Built an AI Teacher That Generates Live Lessons in Real-Time
Every year, 15 million Indian students prepare for JEE and NEET. Most of them study from recorded videos, PDFs, and coaching class notes. The experience hasn't
From ollama run to Tokens: What Really Happens When You Run an LLM Locally
Dev.to · Akshit Zatakia 🧠 Large Language Models ⚡ AI Lesson 1w ago
From ollama run to Tokens: What Really Happens When You Run an LLM Locally
Running an LLM locally looks simple from the outside: ollama run llama3 Enter fullscreen...
Your Prompt Has Too Many Jobs
Dev.to · Michael Tuszynski 🧠 Large Language Models ⚡ AI Lesson 1w ago
Your Prompt Has Too Many Jobs
AI hallucination isn't random. It's predictable. And the single biggest contributor most people...
ChatGPT vs Gemini vs Perplexity vs Grok: The Ultimate 2026 AI Battle
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
ChatGPT vs Gemini vs Perplexity vs Grok: The Ultimate 2026 AI Battle
Entering the second quarter of 2026, the artificial intelligence landscape has reached a point of hyper-saturation, with ChatGPT, Google… Continue reading on Me
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Most beginners don’t struggle with Python. Continue reading on Python in Plain English »
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Most beginners don’t struggle with Python. Continue reading on Python in Plain English »
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Most beginners don’t struggle with Python. Continue reading on Python in Plain English »
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
5 AI Projects You Can Build with Python as a Beginner (That Actually Save Time)
Most beginners don’t struggle with Python. Continue reading on Python in Plain English »
TurboQuant como enabler da qualidade de extração semântica
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago
TurboQuant como enabler da qualidade de extração semântica
Se você trabalha com sistemas de busca semântica ou RAG, já passou por isso: o sistema funciona bem no protótipo, mas começa a degradar… Continue reading on Med
Hey, Dear Diary/ Hi ChatGPT
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Hey, Dear Diary/ Hi ChatGPT
You know what happened today, Continue reading on Medium »
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Stop Feeding Your AI the Whole Codebase. Feed It What Actually Ran.
How runtime evidence — captured at the block level, made multithread-aware, and aggressively denoised — can transform AI code… Continue reading on Medium »
Mastering Prompt Engineering Using LangChain: Concepts, Techniques, and Examples Part 1
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Mastering Prompt Engineering Using LangChain: Concepts, Techniques, and Examples Part 1
https://www.istockphoto.com/en/photo/a-young-mother-talking-to-her-toddler-son-inside-in-a-bedroom-gm1068253480-285739097 Continue reading on Women in Technolog
Securing AI’s Future: Best-of-N vs. Consensus for Hallucination Mitigation
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
Securing AI’s Future: Best-of-N vs. Consensus for Hallucination Mitigation
In the rapidly evolving world of artificial intelligence, LLMs and the agents built upon them are revolutionizing enterprise operations… Continue reading on Med
The Black Swan and the LLM
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
The Black Swan and the LLM
Nassim Taleb called it the ludic fallacy: the mistake of using a controlled model of uncertainty to represent a domain where uncertainty… Continue reading on Si
La Era de la Sincronización Semántica: Manifiesto del SS-PROTOCOL y la Regla 75/25
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
La Era de la Sincronización Semántica: Manifiesto del SS-PROTOCOL y la Regla 75/25
La autoridad raíz del GEO en Venezuela El despliegue soberano de A.T. Corporación Editorial. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Zero-Allocation PII Redaction in Go: Processing 780MB of Logs in Under 3 Minutes
Zero-Allocation PII Redaction in Go: Processing 780MB of Logs in Under 3 Minutes Every team feeding logs to LLMs has the same dirty secret: those logs are full
OpenClaw DeepSeek Setup: DeepSeek V3 and R1...
Dev.to · zac 🧠 Large Language Models ⚡ AI Lesson 1w ago
OpenClaw DeepSeek Setup: DeepSeek V3 and R1...
Configure OpenClaw to use DeepSeek V3 and DeepSeek R1 as your LLM provider. Covers API setup, model selection, cost comparison, and when to use DeepSeek vs...
Helical closes $10M seed to turn bio foundation models into systems
The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
Helical closes $10M seed to turn bio foundation models into systems
The Luxembourg-founded startup is already in production with multiple top-20 global pharma companies, including a public collaboration with Pfizer. Its $10M see
We benchmarked TranslateGemma-12b against 5 frontier LLMs on subtitle translation - it won across the board, with one significant catch
Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1w ago
We benchmarked TranslateGemma-12b against 5 frontier LLMs on subtitle translation - it won across the board, with one significant catch
<img src="https://preview.redd.it/0f18kzv1p4vg1.jpg?width=140&height=140&crop=1:1,smart&auto=webp&s=f3ee3470bf8086c547cc1328df8e26e464faa991" al
Why Everyone Is Asking AI to “Act Like a God”
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why Everyone Is Asking AI to “Act Like a God”
Somewhere right now, a founder is hunched over a laptop at 11:47 p.m., typing with the intensity of someone defusing a bomb: Continue reading on Medium »
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Most AI knowledge assistants today rely on Retrieval-Augmented Generation (RAG). You upload documents, the model searches them at runtime… Continue reading on M
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Most AI knowledge assistants today rely on Retrieval-Augmented Generation (RAG). You upload documents, the model searches them at runtime… Continue reading on M
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
From RAG to Self-Updating Knowledge: Understanding Andrej Karpathy’s “LLM Wiki” Pattern
Most AI knowledge assistants today rely on Retrieval-Augmented Generation (RAG). You upload documents, the model searches them at runtime… Continue reading on M
What Does It Mean to Know? Building a Tibetan AI Called མཁྱེན། Khyen
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago
What Does It Mean to Know? Building a Tibetan AI Called མཁྱེན། Khyen
When the language you love barely exists on the internet, you have to rethink what AI can and cannot do. Continue reading on Medium »
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago
Latam-GPT and the quiet case for Latin America’s seat at the table
When Latin America’s first large language model was announced in early 2025, it looked like a textbook case of governments spending… Continue reading on B8125-s