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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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«Laziness is the engine of progress»: How I built an AI bot for electrical inspection

«Laziness is the engine of progress»: How I built an AI bot for electrical inspection

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2 min read
Why Deep Learning Prototypes Fail in Production

Why Deep Learning Prototypes Fail in Production

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7 min read
My Model Had 100% Recall — Then I Realized It Was Predicting "Exoplanet" for Everything

My Model Had 100% Recall — Then I Realized It Was Predicting "Exoplanet" for Everything

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3 min read
What I learned merging seven public datasets to train a single-class shelf detector

What I learned merging seven public datasets to train a single-class shelf detector

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8 min read
A beginner's guide to the Grok-Imagine-Image model by Xai on Replicate

A beginner's guide to the Grok-Imagine-Image model by Xai on Replicate

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7 min read
Base Rate Neglect: Why Your "95% Accurate" Alert Is Wrong 99% of the Time

Base Rate Neglect: Why Your "95% Accurate" Alert Is Wrong 99% of the Time

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6 min read
Making Sense of Convolutional Neural Networks

Making Sense of Convolutional Neural Networks

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5 min read
From “What If?” to “Let’s Build It.”

From “What If?” to “Let’s Build It.”

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2 min read
I rejected a model that passed everyone else's benchmark

I rejected a model that passed everyone else's benchmark

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5 min read
AdaptiveMem reduces reasoning fixation errors

AdaptiveMem reduces reasoning fixation errors

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2 min read
LIQUIDITY EVENT IDENTIFICATION An LLM Reasoning Benchmark

Kaggle Benchmarking Challenge Submission

LIQUIDITY EVENT IDENTIFICATION An LLM Reasoning Benchmark

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2 min read
Nano LM Studio

Nano LM Studio

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1 min read
Retrieval overlap went up 13 points by promoting sentences to paragraphs

Retrieval overlap went up 13 points by promoting sentences to paragraphs

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4 min read
AI Model Security Training: What a Platform Must Teach

AI Model Security Training: What a Platform Must Teach

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4 min read
LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale

LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale

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5 min read
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