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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Why Tokens Per Joule Matters More Than Tokens Per Second

Why Tokens Per Joule Matters More Than Tokens Per Second

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6 min read
Testing AI Systems in Production: From LLM Evals to Agent Reliability

Testing AI Systems in Production: From LLM Evals to Agent Reliability

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3 min read
How we calibrated a Synthetic Focus Group from 'this looks great!' to 93% accuracy

How we calibrated a Synthetic Focus Group from 'this looks great!' to 93% accuracy

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9 min read
The Agent Memory Design Nobody Talks About

The Agent Memory Design Nobody Talks About

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4 min read
Deepfakes Just Won. Here's the Only Move Left.

Deepfakes Just Won. Here's the Only Move Left.

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3 min read
Brigandi Case: How a $110,000 AI Hallucination Sanction Rewrites Risk for Legal AI Systems

Brigandi Case: How a $110,000 AI Hallucination Sanction Rewrites Risk for Legal AI Systems

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6 min read
Comment and Control: How Prompt Injection in Code Comments Can Steal API Keys from Claude Code, Gemini CLI, and GitHub Copilot

Comment and Control: How Prompt Injection in Code Comments Can Steal API Keys from Claude Code, Gemini CLI, and GitHub Copilot

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6 min read
Building Conversational Intelligence with Backboard: Turning Conversations into a Living Intelligence System

Building Conversational Intelligence with Backboard: Turning Conversations into a Living Intelligence System

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4 min read
What Surprised Me About Building a Python RAG Pipeline with Open-Source LLMs

What Surprised Me About Building a Python RAG Pipeline with Open-Source LLMs

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5 min read
How We Certify AI Reliability With One Number — Conformal Prediction for LLMs (Open Source)

How We Certify AI Reliability With One Number — Conformal Prediction for LLMs (Open Source)

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9 min read
Vercel Breached via Context AI OAuth Supply Chain Attack: A Post‑Mortem for AI Engineering Teams

Vercel Breached via Context AI OAuth Supply Chain Attack: A Post‑Mortem for AI Engineering Teams

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6 min read
Chapter 1: The Value Class - Recording the Forward Pass

Chapter 1: The Value Class - Recording the Forward Pass

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10 min read
Building a GPT From Scratch in C# - Introduction

Building a GPT From Scratch in C# - Introduction

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3 min read
AWS, Redis, Octokraft Power AI Dev Push, Education Embraces AI

AWS, Redis, Octokraft Power AI Dev Push, Education Embraces AI

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2 min read
How an AI Agent "Escaped" Its Sandbox Without Breaking a Single Rule

How an AI Agent "Escaped" Its Sandbox Without Breaking a Single Rule

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3 min read
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