IDInternals Decodedininternals-decoded.hashnode.dev·Aug 19 · 13 min readTokens: The Currency of AIWhen you ask a chatbot for a recipe, it does not see words. It sees tokens. Every phrase you type gets chopped into small, numbered pieces. Those pieces are the thing you pay for, the thing that fills00
PKPuneet Kumarinpuneetshivaay.hashnode.dev·Aug 9 · 9 min readHow ChatGPT Understands Your Questions?How ChatGPT Understands Your Questions: Behind the Magic of Large Language Models Artificial Intelligence has become a part of our daily lives. Whether you're asking ChatGPT to explain a concept, gene00
MMMihai Marinescuinfeaturingcode.com·Jul 22 · 23 min readBlock-addressed editing: a 10x output-token cost reduction for document LLM agentsThis works perfectly when your LLM agent reads a document and updates it — the user asks "in the third paragraph, change 'retried three times' to 'retried five times'", and the agent edits the page. H32K
NVNaveenKumar VRinclaybrainer.com·Jul 5 · 8 min readAI - Fundamentals : Part 1 : LLM TokensThere has been a lot of buzz around AI recently. Everywhere you look, people are talking about it, building with it, or trying to figure out how to use it. And, like many of you, we all want to jump o81S
LWLearn with HJinhardeepjethwani.hashnode.dev·Jul 4 · 11 min readWhat Is an LLM? The Clearest Explanation for BuildersWhat Is an LLM? The Clearest Explanation for Builders Welcome to Day 1 of 90 Days of AI. We are starting with the question everyone hears, everyone repeats, and many people secretly pretend they und00
KSKumar Sakshamineverydaycodings.hashnode.dev·Jun 30 · 12 min readHow ChatGPT Understands Your Questions (Explained with One Piece & Naruto)How ChatGPT Understands Your Questions You type a question. A few seconds later, a clear answer shows up. It feels like the computer just gets you. But it's not magic. There's a simple set of steps ha10
TGTemur Garayevintemur-blog.hashnode.dev·Jun 12 · 6 min readReal engineering is not about reinventing every solution. It is about knowing what to reuse, what to adapt, and what to leave behindTL;DR: Reusing proven code, UI patterns, design systems, and architecture ideas does not make you lazy. The real skill is understanding what already works, adapting it properly, and knowing when custo11B
SRSaksham Ranainheyytsunami.hashnode.dev·Jun 12 · 5 min readWhat Even Is a Token — And Why Should You Care?You've probably seen it everywhere — "X tokens used", "token limit reached", "costs per 1M tokens." But here's the thing nobody actually explains: what is a token, why does it cost money, and why shou20
VKVamsi Krishnainblog.vamsiannamreddy.com·May 23 · 3 min readDay 03: Why tokenization quietly affects cost, limits, and reliabilityTokenisation is the most boring topic in this series and it will show up on your invoice. Models do not read characters or words. They read tokens, chunks of text carved up by a scheme optimised for t00
VMVishal Mathurinvishalmathur.in·May 20 · 3 min readWhat Are Tokens — And Why Should You Care?✦ Watch output length If you need a detailed response, say so. If you need a brief one, say that too — it saves tokens and gets to the point faster. As a rough rule of thumb: 100 tokens is about 75 wo00
