Large Language Models

If you've been building LLM-powered applications, you've likely run into the same problem: your data lives in PDFs, Word documents, Excel sheets, and PowerPoint

claude-opus-4-8 is now available on the Synthorai gateway. If you already run prompt caching against the Opus line, the headline is reassuring and slightly bori

Why OpenAI API Is Blocked in Some Countries (and How to Fix It) Why OpenAI API Is Blocked in Some Countries (and How to Fix It)If you’re a developer living outs

Introdução Nos últimos anos surgiram ferramentas como ChatGPT, Gemini, Claude, Copilot e dezenas de outras inteligências artificiais conversacionais. Muita gent

The AI race is still moving fast but the breakthroughs are starting to look smaller. Continue reading on Medium »

Your micro-SaaS support team is drowning in repetitive technical tickets. Generic AI chatbots fail because they don't know your product's quirks—they suggest re

I expected converting docs into Q&A pairs to improve retrieval. It mostly didn't. I built three knowledge bases from the same source document and ran the sa

Darlink AI markets itself around one core claim: an AI companion that genuinely remembers you. After 30 days of structured testing across memory consistency, im

You’ve seen the tutorial. It’s 15 lines of Python using a popular orchestration framework. You load three clean markdown files, initialize an in-memory vector s

You’ve Been Using Claude Wrong This Whole Time. Continue reading on Artificial Intelligence in Plain English »

Code has a luxury: it either runs or it doesn't. You write an assertion, you run it, you get a green check or a red one. Most LLM eval frameworks lean on exactl

Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. When long-horizon tasks, exploratory freedom, some time, and the ability to self-improve

Author(s): Mehul Ligade Originally published on Towards AI. Fine-Tuning is Dead: Why Context Orchestration Won in 2026 | M009  Abstract Every few months, somet

The accountability gap nobody wants to talk about LLMs can help teams move faster than ever. That part is real. But there's a distinction that keeps getting blu

A practical way to make AI less confident, less messy, and more useful Continue reading on Cubed »

The concepts that most people skip — and why they shouldn’t. Continue reading on Medium »

Anthropic dropped Claude Opus 4.8 on May 28, 2026. The headline number that made me stop scrolling wasn’t the SWE-bench score. It was this… Continue reading on

I’ve been following Anthropic closely for a while now, and yesterday’s release of Claude Opus 4.8 is one of those moments where I had to… Continue reading on Le

A few months ago I watched someone demo an internal AI assistant during a meeting that had already gone twenty minutes longer than planned… Continue reading on

In early 2024 I was building an AI-driven WhatsApp sales agent that needed to answer customer questions about business products accurately. The agent had to beh

Effort control, dynamic workflows, mid-run API updates, and a model you can trust running unattended — a builder’s first-look at what… Continue reading on Mediu

Anthropic shipped Claude Opus 4.8 on May 28, 2026, and the first thing worth saying is that the version number oversells the gap. This is… Continue reading on M

The biggest lie in programming education is that watching tutorials feels like learning. You finish a 2-hour long tutorial on a new LLM architecture and feel ge

Imagine having an assistant that remembers everything you’ve told it, adapts its behavior over time, and can simulate humanlike… Continue reading on Medium »

Changes in LLM usage policies indirectly impact AI agents deployed in e-commerce. Here's a strategic turning point from OpenAI. # ChatGPT Opens Up to Erotic Con

Over the last several weeks, we’ve built a Sovereign Vault —a forensic system that uses the Model Context Protocol (MCP) to authenticate rare books. We’ve seen

A retrospective on my MS thesis, the leaderboard it placed on, and the LLM shift that has reshaped the field since. The post EmoNet: Speaker-Aware Transformers

Learn how prompt caching in Anthropic and OpenAI models cut LLM costs and latency by reusing large, repeated prompt prefixes. Continue reading on DigitalOcean A

Artificial Intelligence (AI) is becoming part of everyday life faster than most people expected. Continue reading on Medium »

The complete beginner’s guide to running powerful AI models locally — and becoming a power user in under a weekend. Continue reading on Towards AI »

Lessons from building a fast, reliable scientific agent with local open-weight models, vLLM, and long-context infrastructure The post The Infrastructure Behind

The Multilingual Problem Most AI applications are built in English, tested in English, and deployed for English speakers. Then the founder realizes 60% of their

It isn’t that there’s too much to read. It’s that we can’t tell which parts we understood and which parts we only felt. Continue reading on Medium »

Create Your First MCP Server: TypeScript Project Setup You understood the Model Context Protocol theory in our previous article? Perfect! It’s time to get hands

The Biggest RAM Buying Mistake Local AI Users Make — and the Best RAM Configuration for Ollama, LM Studio & Local Llama Models Continue reading on Medium »

Claude wins on precision. GPT-5.5 wins on reliability. Gemini wins on cost. The right answer is a routing table, not a ranking — with code. Continue reading on

Deconstructing the Layers of LLM Intelligence Continue reading on ILLUMINATION »

Modern AI agents built on top of large language models (LLMs) are designed to run continuously.

A diffusion-inspired framework for stress-testing and denoising LLM-as-a-Judge pipelines, applied to safety-critical driving video. The post DiffuJudge-AV: A Di

AI teams are moving beyond simple single-model integrations. Continue reading on Medium »

Having a great recipe for an AI model is useless if you don't know how to handle the heat in the kitchen. Now that we understand the core organizational roles o

NVIDIA released Warp as an open-source Python framework for writing GPU kernels that compile down to CUDA at runtime. We spent a week running it against the wor

What the full fit check looks at before you decide. Continue reading on Medium »

Real code, real edge cases, and the things Apple’s docs don’t tell you yet. Continue reading on Medium »

For enterprise knowledge problems — support, compliance, internal search — retrieval-augmented generation (RAG) usually beats fine-tuning… Continue reading on M

By Vishwajeet Singh Published: May 2026 | Category: Technology & Society Continue reading on Medium »

I built a bot trained on my own X bookmarks and likes. Around 50,000 of them, accumulated over years of lurking, arguing, and clicking the save button on things

“PDFs, PowerPoints, Excel sheets, scanned images, even YouTube videos — I threw everything at it. What came out was pure, clean Markdown… Continue reading on Me