Large Language Models

I spent months writing massive prompts for AI. Then one simple change gave me better answers in less time. Continue reading on Medium »

I spent months writing massive prompts for AI. Then one simple change gave me better answers in less time. Continue reading on Medium »

The search bar, as you know it, is dead, or at least the version of it that required you to think. Continue reading on Medium »

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TL;DR OpenAI previewed GPT-5.6 on June 26, 2026 as a three-tier family , Sol (flagship), Terra (mid), Luna (budget) , named for Sun, Earth, Moon, with the numbe

If you build on hosted LLM APIs, model retirements are the quiet breakage: a model ID keeps working right up until the day it returns a 404, and the deprecation

What happens when you give an AI the ability to write code, test it, and sell it? You get a fully...

The failure almost always looks like a model problem: the output was wrong, the reasoning was shallow, the agent looped, and the natural… Continue reading on Me

Mathematics has an annoying habit: it keeps handing you the same idea over and over under different...

I’ve been skeptical of subscription AI tools. Everyone hyped ChatGPT Plus like it was a miracle. So I decided to test both versions… Continue reading on Medium

You upgraded to the smartest model and your best prompts stopped landing. Six habits that fix it. Continue reading on Data Science Collective »

You upgraded to the smartest model and your best prompts stopped landing. Six habits that fix it. Continue reading on Data Science Collective »

The models are getting better. As you may have seen on multiple graphs presented here at the World's Fair, that 50% success-rate task duration horizon is growin

Stop Treating LLM Memory as a Database: The Shift Toward Memory as a Skill For the last two years, the industry has been obsessed with RAG. We've spent countles

💡 Key Highlights Agentic AI Firms : Embracing Generative AI Business for Enhanced Decision-Making and Scalability. Generative AI Business : Leveraging Large La

10 paper AI nổi bật nhất trên Hugging Face hôm nay: xu hướng mới từ agent memory, 3D...

How I'm Building MCP Servers for a Language Claude Doesn't Know Well Swahili has roughly...

Published: June 30, 2026 · 15 min read · Focus keyword: Qwen 3.6 27B local deployment <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=sc

I Tested Four Chinese LLMs So You Don't Have To — Here's What I Found Look, I'll be honest with you — I almost didn't write this piece. The Western AI giants ha

🚀 𝗟𝗮𝘂𝗻𝗰𝗵 𝗬𝗼𝘂𝗿 𝗔𝗜 𝗖𝗮𝗿𝗲𝗲𝗿 𝘄𝗶𝘁𝗵 𝗥𝗲𝗮𝗹-𝗧𝗶𝗺𝗲 𝗔𝗜 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴! 🎯 Build job-ready #AI skills with #Visualpath through hands-on tra

Large Language Models (LLMs) have transformed what's possible in education. Instead of simply...

Building an AI-Powered Language Learning Platform: Lessons We Learned When we started...

FastAPI + LLM: Build a Production-Ready AI API in 30 Minutes Need to serve an LLM through...

It's 2am. Your JSON parse errors are up 12%. Latency: normal. Uptime: 100%. Your prompt didn't...

Todo el mundo repite lo mismo: para que un modelo de lenguaje funcione, necesitas escala. Más parámetros, más datos, más GPUs. Y es verdad… Continue reading on

Last week I did the thing the marketing told me I could finally do. Continue reading on Medium »

Honestly, i Cut My LLM Bill 40x: A Backend Engineer's Migration Notes Last month I opened my OpenAI...

Every team that runs LLMs in production eventually hits the same wall. The provider goes down, throttles you, slows to a crawl, or raises… Continue reading on M

When I first started learning about Retrieval-Augmented Generation, search felt like the simple part. You ask a question, look up the… Continue reading on Mediu

Large prompts create measurable Mental Load — the model can’t tell. Why external Self-Care is a structural obligation. Continue reading on Medium »

A gateway sits between your app and the model providers: one API, key management, caching, failover,...

Day 2: The Gating Crisis — Can You Act as a Sparse MoE Router Without Dropping Tokens? 🧠⚡ Mixture of Experts (MoE) models (like Mixtral 8x7B, DeepSeek-V3, and

A request can fail at three moments: before you send it, while it runs, or after it returns. Different tools and habits cover different moments. This is a direc

MCP is basically turning AI from ** 🧠 "Who are you again?" New chat. New conversation. Everything...

Real-world LLM API latency comparison: DeepSeek vs GPT-5 vs Claude vs Gemini. Time-to-first-token, tokens per second, and geographic latency benchmark

When AI Explains More Than It Knows Continue reading on Medium »

Vector RAG burns massive context on blind file searches — here is how deterministic knowledge graphs traverse codebases for 99% less. Continue reading on Medium

The hidden math trick that could make ChatGPT-style AI 10x cheaper to run, explained like you’re hearing about it over coffee Continue reading on Stackademic »

The hidden math trick that could make ChatGPT-style AI 10x cheaper to run, explained like you’re hearing about it over coffee Continue reading on Stackademic »

Anthropic shipped Claude Sonnet 5, and the takes I saw were predictable: "It replaces Opus." "It is just another Sonnet refresh." "The benchmark chart means you

ChatGPT and Claude forget context in long conversations because every model has a fixed context window — once the thread outgrows it, the oldest turns get dropp

How I Cut Our LLM Bill by 40x — A CTO's Migration Playbook Three months ago I opened our monthly infrastructure invoice and nearly choked on my coffee. We were

The room had no windows and the demo was going perfectly. Every question the team threw at the model, it answered. A CTO nodded. The pilot was approved. Everyon

If you ask an LLM for structured output and validate it against a schema, you already know the...

I still remember the first time I used ChatGPT. I stared at my screen, typed a random prompt, and watched as it spat out a perfect… Continue reading on Medium »

Token pricing is the part of AI API documentation that confuses more people than any other. The numbers are small ($0.15 per million… Continue reading on Medium

arXiv:2607.00032v1 Announce Type: new Abstract: Many information systems are built around documents: self-contained units optimised for print production and lin

arXiv:2607.00211v1 Announce Type: new Abstract: Epistemic thinking plays a central role in students' learning processes when applying generative artificial inte