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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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Fine-Tuning Qwen3-8B with Tinker: From 50% to 76% Accuracy, and Burning Through My Budget

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission 💸

Fine-Tuning Qwen3-8B with Tinker: From 50% to 76% Accuracy, and Burning Through My Budget

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10 min read
The H100 Rental Trap: Why $2.13 per GPU-Hour Is Not the Price You Pay

The H100 Rental Trap: Why $2.13 per GPU-Hour Is Not the Price You Pay

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7 min read
Stop Choosing AI Models by Price. Choose Them by What They Keep.

Stop Choosing AI Models by Price. Choose Them by What They Keep.

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4 min read
Edit the Weights, Retrieve the Fact, or Look It Up in a Graph?

Edit the Weights, Retrieve the Fact, or Look It Up in a Graph?

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2 min read
Reflection's Beam is open: 23B active, but you still have to fit 501B

Reflection's Beam is open: 23B active, but you still have to fit 501B

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3 min read
How not to use AI. Student Version :)

How not to use AI. Student Version :)

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4 min read
Your exact_match metric's normalization options can both invent matches and hide real ones

Your exact_match metric's normalization options can both invent matches and hide real ones

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2 min read
Before AI Moves Money: The Eval Gate I Built for AutoKon

Before AI Moves Money: The Eval Gate I Built for AutoKon

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3 min read
I tried to beat the S&P 500 with machine learning. The bugs taught me more than the model.

I tried to beat the S&P 500 with machine learning. The bugs taught me more than the model.

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12 min read
How Do AI Companies Get Their Training Data?

How Do AI Companies Get Their Training Data?

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39 min read
Gemini 4 Argon: Real Benchmarks, API Features, Pricing, and the Risk to Developer Jobs

Gemini 4 Argon: Real Benchmarks, API Features, Pricing, and the Risk to Developer Jobs

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11 min read
I built an attention head out of a 1982 associative memory and measured where it breaks

I built an attention head out of a 1982 associative memory and measured where it breaks

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4 min read
What AI Recommendation Systems Get Right (And Wrong) About Running Shoes

What AI Recommendation Systems Get Right (And Wrong) About Running Shoes

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3 min read
Preventing model collapse costs 13-28x more fresh data than curing it

Preventing model collapse costs 13-28x more fresh data than curing it

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8 min read
I Built InferWeave: A Python SDK for Deploying AI Models Across Cloud GPU Providers

I Built InferWeave: A Python SDK for Deploying AI Models Across Cloud GPU Providers

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5 min read
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