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News
LLM Inference, Explained: Prefill, Decode, and KV Cache
3+ hour, 4+ min ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
Every AI Tool Gives You the Same Result You’d Get From a Bad Prompt. Nobody Talks About That.
6+ hour, 12+ min ago (308+ words) There’s a pattern I’ve noticed across every AI tool I’ve used — text, images, music, doesn’t matter which one.Continue reading on Medium » Every AI Tool Gives You the Same Result You’d Get From a Bad Prompt. Nobody Talks About That....
Phase 2 of AI: When Intelligence Starts Scaling Itself
6+ hour, 17+ min ago (1541+ words) The first phase of AI was about building intelligence. The second is about what happens when intelligence becomes part of the mechanism that scales intelligence. For the last few years, the AI story has been remarkably simple. Build more data…...
Where LLMs Break on Data: Dates, Joins, and the Illusion of Understanding
7+ hour, 47+ min ago (1436+ words) Almost everyone who builds on top of a language model hits the same wall eventually. You ask it something that looks trivial …...
You Said a Sentence But What Did the AI Hear?
8+ hour, 27+ min ago (37+ words) How does an AI decide what to do when there isn't just one possible answer? We use language every day without thinking about how much information is …...
Build a Prompt Library You Can Actually Reuse
8+ hour, 29+ min ago (588+ words) A plain-Markdown system for naming, testing, versioning, and maintaining prompts as production assets instead of chat history. A useful prompt often …...
Data and Model Poisoning — The RAG Risk Hiding in Your Knowledge Base
8+ hour, 48+ min ago (561+ words) How poisoned documents, embeddings, and ingestion pipelines corrupt what your RAG system treats as ground truthHow poisoned …...
How to Get 10x Better AI Answers Without Writing Better Prompts
9+ hour, 4+ min ago (35+ words) Read the article for free here I spent three months rewriting the same prompt. Not literally the same words. But every time an AI …...
I Spent 30 Days Testing AI—Here Is the Terrifying Truth Nobody Is Talking About Every morning, the…
9+ hour, 14+ min ago (450+ words) I Spent 30 Days Testing AI—Here Is the Terrifying Truth Nobody Is Talking AboutEvery morning, the routine was simple: wake up, grab a cup of coffee, and let an Artificial Intelligence tool run half of my daily work. At first,…...
the anatomy of an AI agent that actually works
9+ hour, 36+ min ago (38+ words) a four-part model for defining why it exists, who it is, what it can do, and how it operates. there’s dozens of ways to explain agentic AI, and most …...