Large Language Models

Not the polished review kind. The confused-at-2AM, slightly disappointed, but honestly curious kind. Continue reading on Medium »

The biggest risk of AI isn’t that it writes badly. It’s that it makes average thinking sound complete. Continue reading on Medium »

Explore the trade-offs between streaming and batching LLM responses to optimize costs and latency for your startup.

Part 1 of the “Complete Guide to Retrieval-Augmented Generation (RAG)” series Continue reading on Artificial Intelligence in Plain English »

Part 1 of the “Complete Guide to Retrieval-Augmented Generation (RAG)” series Continue reading on Artificial Intelligence in Plain English »

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

This is the hands-on companion to Part 1: Your LLM Isn’t Dumb — It Just Lacks Your Context. There, we covered the idea: LLMs fail on your… Continue reading on M

This is the hands-on companion to Part 1: Your LLM Isn’t Dumb — It Just Lacks Your Context. There, we covered the idea: LLMs fail on your… Continue reading on T

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

A subtle prompting mistake that was holding me back Continue reading on Medium »

Highlights from the TELUS Digital Research Hub for teams building with — and around — LLMs and agents. Continue reading on TELUS Digital Research Hub Briefs »

Astra glasses ship, Codex agents code for you, Qwen 3 Max goes open, FSD goes unsupervised, and AI voices just got legal. Continue reading on Adi Insights & Inn

Anthropic said it would begin restoring access to the Fable on July 1.

prompt: An authentic, completely ordinary iPhone photo taken by an employee at work. Somewhere in the scene is a professionally designed warning sign telling pe

Every day, millions of people ask ChatGPT millions of questions. Whether it’s writing code, debugging applications, learning a new concept… Continue reading on

Every day, millions of people ask ChatGPT millions of questions. Whether it’s writing code, debugging applications, learning a new concept… Continue reading on

Continuing the series where I share what I’m learning about AI engineering each week — including the bits that genuinely surprised me. Continue reading on Mediu

I'm trying to round out my quiver of daily driver models for my personal harness. Right now I drive qwen3.6 27b for balanced code and gemma4 31b for human inter

From the limitations of early LLMs to the rise of AI agents — understand why the Model Context Protocol (MCP) is becoming the standard for… Continue reading on

From the limitations of early LLMs to the rise of AI agents — understand why the Model Context Protocol (MCP) is becoming the standard for… Continue reading on

Key Takeaways Claude Sonnet 5 landed June 30, scoring 63.2% on SWE-bench Pro at $2/$10 per million tokens — close to Opus 4.8 at 40% of its standard price. It's

If you want to try GPT, Claude, and Gemini without signing up for three separate platforms and juggling three billing dashboards, here's a 3-step setup using an

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

Modern Language models like Claude, Google Translate, and other AI assistants can understand and generate responses to questions with… Continue reading on Mediu

Stop using ChatGPT like a search engine—start using it like your smartest teammate. Continue reading on Medium »

I’m the author of audio.cpp, a C++/ggml runtime for local audio models. I just added VibeVoice 1.5B support and wanted to share the benchmark because long-form

The dirty secret of AI stock picking lives inside the model’s weights. Full write-up, code, and benchmarks on jiripik.com. Continue reading on Medium »

This article is a reader companion to the Word Representation chapter of the Oxford Handbook of Computational Linguistics. It can be read… Continue reading on M

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

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

The three changes that turn Mamba-2 into Mamba-3 — each one watched, not just described. Two of the three animations are driven by real… Continue reading on Tow

It trained on the world, then paid $1.5 billion to settle the pirated books. Its terms say you cannot use Claude to build a competitor… Continue reading on Towa

It trained on the world, then paid $1.5 billion to settle the pirated books. Its terms say you cannot use Claude to build a competitor… Continue reading on Towa

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 Research Pillar: Reinforcement Learning, Reasoning, and Environments Continue reading on Medium »

From tokens and embeddings to transformers, temperature, and inference, here's the complete picture in simple words with diagrams and code. Continue reading on

← Series hub ← Previous | Next → Full-parameter fine-tuning of a large language model is a luxury....

For a long time, I thought getting better results from AI meant getting better at writing prompts, so I did what most people do. I’d write… Continue reading on

They share the same architecture. The only real difference is which tokens each one is allowed to look at. Continue reading on Towards AI »

Artificial intelligence is only as useful as the instructions you give it. Continue reading on Medium »

1 — What is embeddings? Continue reading on Medium »

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...

Before deep learning, before transformers, before ChatGPT — there was BLEU. Here’s why it still matters, how it works, and where it falls… Continue reading on M

Before deep learning, before transformers, before ChatGPT — there was BLEU. Here’s why it still matters, how it works, and where it falls… Continue reading on M