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

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9 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
Local-first video transcription on Apple Silicon with mlx-whisper

Local-first video transcription on Apple Silicon with mlx-whisper

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2 min read
AI on Legacy Systems - What the Integration Layer Actually Looks Like
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AI on Legacy Systems - What the Integration Layer Actually Looks Like

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3 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
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
Building Conversational Intelligence with Backboard: Turning Conversations into a Living Intelligence System
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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)
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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
Cover image for 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
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
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How an AI Agent "Escaped" Its Sandbox Without Breaking a Single Rule

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3 min read
#5.ML vs Traditional Programming

#5.ML vs Traditional Programming

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2 min read
RAG Is Failing in Production — Here’s Why (and What I’m Testing Instead)

RAG Is Failing in Production — Here’s Why (and What I’m Testing Instead)

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2 min read
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