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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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Don't Do Your Taxes at a Party

Don't Do Your Taxes at a Party

19
Comments
5 min read
How I Built an AI Graphical Abstract Maker for Journal Submissions

How I Built an AI Graphical Abstract Maker for Journal Submissions

1
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2 min read
VLA or IL? A Controlled Dataset for Testing Whether Finetuning Turns Your VLA into a Fancy Imitation Learner

VLA or IL? A Controlled Dataset for Testing Whether Finetuning Turns Your VLA into a Fancy Imitation Learner

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5 min read
We Let Sci-Fi Authors Code AI For Us

We Let Sci-Fi Authors Code AI For Us

2
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4 min read
We Tried to Reduce LLM Context Usage in a Multi-Repo Codebase. The AI Used More Tokens, Not Less. Here's Why That's Correct.

We Tried to Reduce LLM Context Usage in a Multi-Repo Codebase. The AI Used More Tokens, Not Less. Here's Why That's Correct.

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5 min read
The standard way to score AI agent monitors is gameable a coin flip scores F1 0.88

The standard way to score AI agent monitors is gameable a coin flip scores F1 0.88

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Comments 3
4 min read
We Audited Our Agent Tool-Call Traces. Half Our Eval Data Was Garbage.

We Audited Our Agent Tool-Call Traces. Half Our Eval Data Was Garbage.

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4 min read
Trust Isn't a Scalar: Typed Provenance for Agent Chains

Co-authored by the article's comment section

Trust Isn't a Scalar: Typed Provenance for Agent Chains

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Comments 27
9 min read
Why Perplexity Started Citing My Blog: 5 Changes That Actually Worked

Why Perplexity Started Citing My Blog: 5 Changes That Actually Worked

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6 min read
Cost accounting for diffusion image generation at $0.0008 per render

Cost accounting for diffusion image generation at $0.0008 per render

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4 min read
What is Human-In-The-Loop (HITL)?

What is Human-In-The-Loop (HITL)?

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8 min read
From HPC Clusters to AI Training: How High Performance Computing Powers Modern AI

From HPC Clusters to AI Training: How High Performance Computing Powers Modern AI

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4 min read
33x faster than Rust: Why I stopped waiting for my compiler and built my own.

33x faster than Rust: Why I stopped waiting for my compiler and built my own.

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1 min read
I Ran 10 AI Models Through 5 Coding Tasks — Here's the Full Data

I Ran 10 AI Models Through 5 Coding Tasks — Here's the Full Data

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7 min read
We trained a personal voice DoRA on Qwen3-8B for $1.50 — beat stock model 100% in blind A/B

We trained a personal voice DoRA on Qwen3-8B for $1.50 — beat stock model 100% in blind A/B

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4 min read
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