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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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It caught "partner" "pareja" in an IRS rule and missed "return" "devolución": an offline MT checker for translators

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

It caught "partner" "pareja" in an IRS rule and missed "return" "devolución": an offline MT checker for translators

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13 min read
I built a world war game for AI agents. DeepSeek ended the world in 13 of 15 wars.

I built a world war game for AI agents. DeepSeek ended the world in 13 of 15 wars.

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4 min read
What training actually does to an LLM

What training actually does to an LLM

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5 min read
14,399 Backtest Events Gave Me t = 8.20. Equal-Weighting Days Gave 1.66

14,399 Backtest Events Gave Me t = 8.20. Equal-Weighting Days Gave 1.66

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4 min read
Learning the Heater From Its Own Logs

Learning the Heater From Its Own Logs

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8 min read
Building a Personal AI Brain: Qdrant, Embeddings, and the Illusion of Memory

Building a Personal AI Brain: Qdrant, Embeddings, and the Illusion of Memory

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7 min read
How to Install ArcLM, Tokenize Text, and Run a Tiny Language Model

How to Install ArcLM, Tokenize Text, and Run a Tiny Language Model

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5 min read
A Humanoid Robot Under $2,500 Just Launched — Here's What Devs Should Know

A Humanoid Robot Under $2,500 Just Launched — Here's What Devs Should Know

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3 min read
How to Run Nemotron 3.5 Super VL Locally: You Need 128GB, Not a Blackwell GPU

How to Run Nemotron 3.5 Super VL Locally: You Need 128GB, Not a Blackwell GPU

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7 min read
I Ran FLUX 3 Image Klein on My RTX 4070 — Here's What Actually Happened

I Ran FLUX 3 Image Klein on My RTX 4070 — Here's What Actually Happened

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1 min read
Two local decision models play chess, and every probability is on screen

Two local decision models play chess, and every probability is on screen

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16 min read
91% Passed, 25% Safe: Why Your Coding Agent Ships Code That Works and Gets You Hacked

91% Passed, 25% Safe: Why Your Coding Agent Ships Code That Works and Gets You Hacked

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6 min read
How to Run Qwen3.8-Flash-Next FP4 Locally (It Needs Blackwell and 55 Env Vars)

How to Run Qwen3.8-Flash-Next FP4 Locally (It Needs Blackwell and 55 Env Vars)

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7 min read
Estimating the Cost of Running AI Evaluation Pipelines

Estimating the Cost of Running AI Evaluation Pipelines

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10 min read
I benchmarked 8 PDF extractors on 27 documents from 1 to 487 pages. Here's what broke, and what won.

I benchmarked 8 PDF extractors on 27 documents from 1 to 487 pages. Here's what broke, and what won.

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18 min read
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