artificial intelligence

LLM-as-a-Judge: What It Is, Why It Works, and The way to Use It to Evaluate AI Models

concerning the idea of using AI to judge AI, also often called “LLM-as-a-Judge,” my response was: We live in a world where even toilet paper is marketed as “AI-powered.” I assumed this was just...

Ten Lessons of Constructing LLM Applications for Engineers

across industries. Traditional engineering domains are not any exception. Previously two years, I’ve been constructing LLM-powered tools with engineering domain experts. Those are process engineers, reliability engineers, cybersecurity analysts, etc., who spend most of...

Anthropic enters the frontier AI fight

Good morning, AI enthusiasts. The AI world’s holiday gifts are coming early this season, with Gemini 3, GPT-5.1 Pro, and now Claude Opus 4.5 all launching in per week. With Anthropic crashing the frontier...

A Hands-On Guide to Anthropic’s Recent Structured Output Capabilities

announced Structured Outputs for its top models in its API, a brand new feature designed to be sure that model-generated outputs exactly match the JSON Schemas provided by developers.  This solves an issue many...

OpenAI braces for “rough vibes”

Good morning, AI enthusiasts. For the primary time in years, Sam Altman sounds... frightened.In a leaked memo warning staff about "rough vibes" and "economic headwinds" from Google's breakthroughs, the OpenAI CEO is preparing his...

Why LLMs Aren’t a One-Size-Matches-All Solution for Enterprises

are racing to make use of LLMs, but often for tasks they aren’t well-suited to. The truth is, in line with recent research by MIT, 95% of GenAI pilots fail — they’re getting...

Why I’m Making the Switch to marimo Notebooks

of using Jupyter Lab, I actually have moved most of my work to marimo notebooks, a brand new type of Python notebook that addresses many long-standing issues with traditional ones. This text covers...

How Relevance Models Foreshadowed Transformers for NLP

— that he saw further only by standing on the shoulders of giants — captures a timeless truth about science. Every breakthrough rests on countless layers of prior progress, until someday … all...

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