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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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I Ran 56 Experiments to Find the Best Way to Make AI Watch Videos

I Ran 56 Experiments to Find the Best Way to Make AI Watch Videos

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8 min read
Teaching Machines to See (Part 1): Why Vision Is Hard

Teaching Machines to See (Part 1): Why Vision Is Hard

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5 min read
Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)

Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)

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6 min read
I Built an AI Clone of Myself - Fine-Tuning with 10 Years of Data and Voice Cloning

I Built an AI Clone of Myself - Fine-Tuning with 10 Years of Data and Voice Cloning

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13 min read
Why AI Agents Need a Plugin Registry (and What Happens Without One)

Why AI Agents Need a Plugin Registry (and What Happens Without One)

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3 min read
A 10-Year Age Swing from Lighting Alone — What Facial Algorithms Are Really Measuring

A 10-Year Age Swing from Lighting Alone — What Facial Algorithms Are Really Measuring

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3 min read
How I Approach Evaluation When Building AI Features

How I Approach Evaluation When Building AI Features

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6 min read
Deepfake Laws Won't Protect Your Cases. Broken Identity Verification Already Risks Them.

Deepfake Laws Won't Protect Your Cases. Broken Identity Verification Already Risks Them.

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3 min read
Rethinking High-School Science Fairs

Rethinking High-School Science Fairs

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5 min read
AI-Powered vs. AI-Native: 4 Architectural Shifts for 2026

AI-Powered vs. AI-Native: 4 Architectural Shifts for 2026

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4 min read
Why the Latent Space Needs a Librarian

Why the Latent Space Needs a Librarian

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3 min read
The Great Model Rush of February 2026 — And Why It Actually Makes Choosing Harder (Not Easier)

The Great Model Rush of February 2026 — And Why It Actually Makes Choosing Harder (Not Easier)

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5 min read
Building a Production RAG Pipeline That Actually Works: Lessons from DocExtract

Building a Production RAG Pipeline That Actually Works: Lessons from DocExtract

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8 min read
Your AI Agent Remembers Everything. Can It Prove It Forgot?

Your AI Agent Remembers Everything. Can It Prove It Forgot?

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8 min read
Building an AI-Native Retail Platform on GCP: Personalization + Multi-Agent Ops + Agentic RAG as One Unified Stack

Building an AI-Native Retail Platform on GCP: Personalization + Multi-Agent Ops + Agentic RAG as One Unified Stack

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7 min read
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