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Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Beyond Helpfulness: Specialized Fine-Tuning for Empathetic AI with Gemma 2B and QLoRA

How to transform a general-purpose LLM into a domain-specialized assistant using preference data, quantization, and efficient fine-tuning. Continue reading on M

Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago

Your AI Is Confidently Wrong. Here’s the Fix.

Before your agentic app ships an answer, it needs to pass the FACT check Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Lang Chain Explained in Depth: Building Modular LLM Applications with Python

1. Introduction to Lang Chain Continue reading on Medium »

Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago

From AWS Building Blocks to Enterprise AI — In Days, Not Months

How to Launch a Production-Ready AI Platform on AWS Without Stitching It Together Continue reading on AWS in Plain English »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Last Person Who Could Think

What happens when an entire generation outsources its brain to AI and never asks for it back ??? Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Designing LLM-Powered Applications with LangChain: From Concept to Code

1. Introduction to LangChain Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

DAG vs LLM: Rethinking Orchestration in AI Systems

The popular myth is that LLMs can do it all- reasoning + workflow by simply putting the complete context on the model along with the input… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Ep.4 | AI Tracker × Claude: “There I Go Again — Making Excuses”

The pattern has been named and documented. This episode: supplementary conversations conducted while preparing the blog —… Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Claude Code’s /ultraplan Is the Feature That Was Hiding in 512,000 Lines of Leaked Code

Anthropic just shipped the first major feature that security researchers spotted weeks ago in its accidentally exposed source code. And it… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Ontology Research Since 2000: From the Semantic Web Dream to the Age of Knowledge Graphs and LLMs

Why ontology still matters in a world obsessed with data, AI, and language models Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

The Geometry of Meaning: How Embeddings Power Modern AI

In the era of Generative AI, machines don’t interpret language the way humans do. There is no inherent understanding of words, tone, or… Continue reading on Med

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

If it walks like a human and talks like a human, it’s maybe not a human?

About LLMs ability to pass the Turing test and what it means? Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Vane (Perplexica 2.0) Quickstart With Ollama and llama.cpp

Vane is one of the more pragmatic entries in the “AI search with citations” space: a self-hosted answering engine that mixes live web… Continue reading on Mediu

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Chat2Find Publishes 255M+ Token Sri Lankan Trilingual AI Corpus on Hugging Face and LankaData

COLOMBO, Sri Lanka LankaData has announced the public release of the Chat2Find Corpus, a major trilingual conversational dataset, marking… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

LLM Internals Series

In this blog, we will learn about the LLM Internals series — a complete learning path that takes us through every major concept inside a… Continue reading on Me

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Transformers through the lens of an Immunologist

Conceptual models of how I think transformers work. Probably wrong, but still intriguing? Let me know! Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Gemma 4 Just Got “Jailbroken”, The Most Powerful Uncensored 31B Model Yet

Something interesting just dropped in the open-source AI world. Not a new model. Not a new benchmark. A modified version of Gemma 4 31B… Continue reading on Med

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

llama.cpp — the gateway to HuggingFace model bonanza

Over 2,000,000 models and counting. example with gemma-4-E4B-it Continue reading on Medium »

Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago

Why structuring capabilities in modern agents improves modularity, but shifts work into the…

Skills are becoming a standard abstraction in modern agent systems. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

The Secret Engine of In-Context Learning: Decoding Anthropic’s 2022 Landmark Paper

How do Large Language Models actually “read” and learn from their context? This 2022 paper from Anthropic dives deep into the mechanics of… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Your Brain Is Not a Hard Drive — And That’s Okay: How to Build Your Personal LLM-Powered Knowledge…

A story about scattered notes, a brilliant idea from Andrej Karpathy, and five steps that finally connected everything Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Fine-Tuning, Part 2: Teaching an LLM to Actually Listen

From “why can’t model follow instructions?” to tokenization, padding, the -100 trick, and batching Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

Reusable Claude Skills as a Living Codebase

Share and continuously improve skills, rules, agents and hooks across every repository you work in by pointing CLAUDE_CONFIG_DIR at a git… Continue reading on M