Large Language Models

Note: This article supersedes everything else I wrote about EngLISP and the MinimaLIST method in the past, whether on Medium or GitHub. Continue reading on Medi

Note: This article supersedes everything else I wrote about EngLISP and the MinimaLIST method in the past, whether on Medium or GitHub. Continue reading on Medi

You've heard of robots.txt. It tells search engines what to crawl. Now there's llm.txt. It tells AI...

The simplest way to understand what everyone is talking about Continue reading on Activated Thinker »

The simplest way to understand what everyone is talking about Continue reading on Activated Thinker »

The simplest way to understand what everyone is talking about Continue reading on Activated Thinker »

AI assistants are answering questions about your industry. Your content isn’t part of the conversation. Continue reading on Medium »

If you’ve spent any real time with Claude Code, you’ve probably run into the dreaded message: Continue reading on Medium »

Every time a security analyst pastes a suspicious log entry into a cloud-based AI chatbot, they might...

I work on Microsoft Copilot's Search Infrastructure team, where I focus on semantic indexing and RAG...

Every tutorial about building with LLMs starts the same way: "First, get your OpenAI API key." But...

There's a common misconception that creative AI — story generation, poetry, songwriting, art...

The digital divide in education isn't just about having a device — it's about having reliable...

Learn how to design, train, and deploy a simple AI agent using open-source tools — no PhD required. Continue reading on Towards AI »

Learn how to design, train, and deploy a simple AI agent using open-source tools — no PhD required. Continue reading on Towards AI »

Legal documents are among the most sensitive files in any organization. Yet the current wave of...

Most healthcare AI demos have a fatal flaw: they send patient data to the cloud. That's not just a...

A Quietly Released Google Tool That Could Change How We Think, Speak, and Write Continue reading on Medium »

How LangChain turns your LLM from a party trick into a real product. 100% Free — Qwen2.5–7B-Instruct · 4-bit NF4 · Google Colab T4 · FAISS… Continue reading on

How LangChain turns your LLM from a party trick into a real product. 100% Free — Qwen2.5–7B-Instruct · 4-bit NF4 · Google Colab T4 · FAISS… Continue reading on

What Hallucination Actually Is Continue reading on Towards AI »

Most AI tools today rely on a simple feedback system: Continue reading on Medium »

Week 5 done. This week: RAG systems and AI agents - making LLMs actually useful with real...

## The Problem Continue reading on Medium »

## The Problem Continue reading on Medium »

Transformers Didn’t Just Improve AI — They Changed How We Think About Intelligence Continue reading on Medium »

ALFA Guardian v2 to warstwa kontrolna dla systemów AI, która porządkuje wejście zanim model zacznie generować odpowiedź. Zamiast wysyłać każdy prompt bezpośredn

There’s a version of me from eight months ago who would open ChatGPT, type something vague like “help me write an email,” get a mediocre… Continue reading on Me

An honest attempt to break into Synthetic Data Generation in the LLM Era Continue reading on Towards AI »

An honest attempt to break into Synthetic Data Generation in the LLM Era Continue reading on Towards AI »

The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen

Practical advice for Claude power users — Claude Code, Cowork, prompting hacks, hidden Anthropic resources, and more. 🧠 General Claude Tips 50. CLAUDE.MD Files

LLM Agent Workflows: Local AI Support, Prompt Tooling, & Claude Code API Costs Today's Highlights This week's top AI news focuses on practical advancements

We usually say static embeddings fail on polysemy. And in one important sense, they do. But that may not be the whole story. Continue reading on Medium »

Today I picked up a special edition of TIME magazine on Artificial Intelligence. Continue reading on Medium »

The future of AI is not a single chatbot but a community of personas Continue reading on HCAI@AU »

The era of “Frontier” Artificial Intelligence is currently a billionaires’ club. But a silent revolution, powered by InnoChain technology… Continue reading on M

Andrej Karpathy’s LLM Wiki idea is compelling because it treats knowledge as something that can be...

The Knowledge Base Is the Product: What Karpathy’s Wiki Method Taught Me About Building AI Agents Continue reading on Medium »

RoPE serisinin dördüncü yazısında bu sefer dili bırakıp görüntüye geçiyoruz. Dil modellerinin olmazsa olmazı olan dönel konum gömme… Continue reading on Medium

RoPE serisinin dördüncü yazısında bu sefer dili bırakıp görüntüye geçiyoruz. Dil modellerinin olmazsa olmazı olan dönel konum gömme… Continue reading on Medium

Abstract This article presents the design and implementation of a voice-controlled AI agent that accepts spoken commands, transcribes them using OpenAI Whisper,

I ran 100 ML experiments overnight with an autonomous AI agent. It worked -- 25% model performance gain, zero human intervention. But before I got comfortable l

In the world of Big Data, the instinct is usually to build a bigger “bucket” — a massive SQL database or a monolithic Data Lake. Continue reading on Medium »

Mythos: The AI Anthropic Built and Won't Let You Use Anthropic just announced the most...

Mythos: The AI Anthropic Built and Won't Let You Use Anthropic just announced the most...

From the origins to agentic systems and beyond— what RAG is, why it exists, how it works, and which type solves which problem. Continue reading on Medium »

Here are the 5 methods every NLP/AI engineer should know: Continue reading on Medium »