Large Language Models

Large language models are slow for one stubborn reason: they write one token at a time. To produce a...

Most generative video models ship silent. Google DeepMind's new V2A technology generates synchronized audio from video pixels and text prompts, pointing to a fu

For a long time, I assumed building better AI applications meant using better LLMs. After learning...

Most "add an AI assistant to my app" tutorials stop at the demo. They show you how to call an LLM and...

If you’ve spent any time poking around the AIE World’s Fair 2026 website, you may have come across...

Why a single LLM prompt wasn't enough - and how splitting curriculum generation into specialized agents cut production time while improving consistency across t

Most people don't realize they're 30 minutes into arguing with an AI that stopped listening 20 minutes ago. The fix: throw the session away.

So here's what happened: i Cut My AI Bill 97.5% in One Afternoon — And You Can Too Last month I...

We all know the feeling. You've got a stack of invoices, contracts, or some other semi-structured...

Artificial Intelligence is nothing new. It has been around since the early days of computing and has...

Introduction Have you ever typed a question into ChatGPT and received a useful answer...

There's a massive gap between knowing how to use AI and knowing what you're actually using. I lived...

HuggingFace has 900k+ models. Here's the four-filter chain I use to pick what surfaces on aiappdex.com, and what each filter actually catches.

The production architecture decisions behind a Next.js + OpenAI job board handling 10K+ daily listings with cost-efficient LLM scoring.

As organizations increasingly integrate large language models (LLMs) into applications, API tokens...

Open-source TypeScript security toolkit for LLM apps. 11 threat detectors, Express/Hono/OpenAI middleware.

Stop Parsing LLM JSON. The Backend Already Knows Better. If you've built anything with...

Canonical URL: Republished from munonye.com. Full code on GitHub. Learn how to build a RAG Spring...

Notes following a discussion on how memory works in language models - and how it could be improved:...

Breaking long documents into overlapping chunks, preserving context, and reassembling with...

Fallback logic is easier to reason about when the application has one request shape and the model...

So here's what happened: open-Source LLM APIs Beat Self-Hosting. Here's the Math. Last quarter I sat...

Most RAG tutorials get you 70% of the way there. This is about the other 30% that actually matters in...

We’ve received notice that the Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5. We'll begin restoring access tomorrow, and will

The Problem You're debugging a bug. You open Claude. You paste 10 files. You hit the context...

A deep technical whitepaper on building a zero-infrastructure RAG architecture where the...

In the previous article, we used TensorBoard to analyze the training process. Based on the graphs, we...

A real-world comparison of two LLMs on a genuine race condition bug from GitHub ...

I've been in this business for years and the best (or worst?) thing is that once I gain enough...

We run a portfolio of products at Inithouse. One of them, Be Recommended, tracks how AI engines cite...

Everyone is wiring LLMs into checkout flows right now. I want to make the unpopular case that for the...

Two major open-weight models just dropped: NVIDIA's 550B Nemotron 3 Ultra and Z.AI's MIT-licensed GLM-5.2. Plus Google's Gemini 3.5 Flash gains computer use. He

You ask an AI a question. It answers. It sounds smart. It sounds like it has read everything. It has....

Amazon Bedrock, AWS's fully managed service for foundation models, makes it much easier to build and...

Every AI gateway on the market — LiteLLM, Portkey, OpenRouter, Olla — checks the same things: HTTP...

Lessons from running an LLM scoring pipeline in production: cost management, function calling architecture, and error handling.

Stop manual browsing and use the Hugging Face MCP to audit models, datasets, and spaces directly from your AI agent.

OpenAI's GPT-5.6 Sol achieves competitive security AI performance with one-third token consumption. Red teams analyze offensive implications: restrict

Ornith-1.0: Self-Scaffolding LLMs for Agentic Coding This is an interesting new open weights (MIT licensed) model, the first model release from DeepReinforce. [

You set the temperature to zero. The AI becomes a robot. It gives the same answer every time. It is...

OpenAI’s GPT-5.6 preview gives developers more than a stronger model. It changes how SaaS teams should think about routing, fallback, safety checks, caching, an

Most RAG tutorials open with "set your OPENAI_API_KEY." This one doesn't need it. In Part 1 I claimed...

Note: The Hermes repo contains no explicit statement saying "we don't use LangChain because…". This...

An LLM review costs money and a few seconds of latency. Reviewing the same diff twice should cost...

samkhya v1.0 ships an LLM-pluggable corrector backend for embedded analytical engines— DataFusion, DuckDB, Polars, Postgres, Iceberg, gpudb. Plug Clau

Today I read two things. One was Microsoft's SkillOpt paper — it treats a skill document as trainable...

We've all seen the screenshot: someone leaves an agent running overnight, a retry loop goes sideways,...

One of the hottest topics in LLM inference acceleration right now is Speculative Decoding. DSpark...