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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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Training a Twitch chat toxicity classifier on real VOD data at scale

Training a Twitch chat toxicity classifier on real VOD data at scale

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9 min read
Enterprise AI Budget Waste: Three Costly Mistakes

Enterprise AI Budget Waste: Three Costly Mistakes

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11 min read
Why Enterprise AI Pilots Fail: From PoC to Production

Why Enterprise AI Pilots Fail: From PoC to Production

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10 min read
I Benchmarked 3 Local LLMs on My Laptop — Here's What the Numbers Actually Show

I Benchmarked 3 Local LLMs on My Laptop — Here's What the Numbers Actually Show

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4 min read
Running Facial CV in the Browser: What Breaks When You Refuse to Send Pixels to a Server

Running Facial CV in the Browser: What Breaks When You Refuse to Send Pixels to a Server

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4 min read
Adding GPU backends to a pure-C TTS engine: Metal, CUDA, and the rented-Mac trick

Adding GPU backends to a pure-C TTS engine: Metal, CUDA, and the rented-Mac trick

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6 min read
AI, ML, DL, GenAI, LLMs, RAG, and Agentic AI, explained

AI, ML, DL, GenAI, LLMs, RAG, and Agentic AI, explained

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4 min read
3 Seconds Used to Be Fine. In 2026 It Kills Your Product.

3 Seconds Used to Be Fine. In 2026 It Kills Your Product.

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5 min read
AI & Machine Learning for Developers: A Hands-On Intro

AI & Machine Learning for Developers: A Hands-On Intro

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8 min read
I Helped Build BlackRock's Aladdin. Then I Built Its Opposite.

I Helped Build BlackRock's Aladdin. Then I Built Its Opposite.

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6 min read
The Unglamorous Truth About Deploying ML Models in Production

The Unglamorous Truth About Deploying ML Models in Production

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2 min read
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10 min read
LLM-as-judge disagrees with itself between runs

LLM-as-judge disagrees with itself between runs

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4 min read
What Is Agentic Workflow Consulting? A Practical Guide for Data Leaders

What Is Agentic Workflow Consulting? A Practical Guide for Data Leaders

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7 min read
How AI answer engines decide which sources to cite

How AI answer engines decide which sources to cite

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4 min read
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