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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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Why 90 and 270 Degree Rotations Are the Hardest for Vision Models to Catch

Why 90 and 270 Degree Rotations Are the Hardest for Vision Models to Catch

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3 min read
The Missing Piece: Why AI Models Hallucinate Answers When They Should Abstain

Kaggle Benchmarking Challenge Submission

The Missing Piece: Why AI Models Hallucinate Answers When They Should Abstain

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8 min read
"You Got a Labeled Dataset. Here's How to Actually Verify It's Trustworthy."

"You Got a Labeled Dataset. Here's How to Actually Verify It's Trustworthy."

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6 min read
How AI Turns Sales Conversations Into Searchable Knowledge

How AI Turns Sales Conversations Into Searchable Knowledge

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4 min read
RoboCup: The World’s Robotics Competition

RoboCup: The World’s Robotics Competition

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5 min read
The journal app that can't phone home

The journal app that can't phone home

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4 min read
How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice

How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice

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4 min read
Day 2: How Machines Actually Learn — Supervised, Unsupervised and Reinforcement Learning

Day 2: How Machines Actually Learn — Supervised, Unsupervised and Reinforcement Learning

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4 min read
Cashcast: which invoices will be paid late? TabPFN on a laptop, checked month by month

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Cashcast: which invoices will be paid late? TabPFN on a laptop, checked month by month

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8 min read
A Scalable ML Framework with Monadic Design

A Scalable ML Framework with Monadic Design

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5 min read
From 51% to 90.5%: fine-tuning a local triage model on 10,003 support tickets (open source and measured)

From 51% to 90.5%: fine-tuning a local triage model on 10,003 support tickets (open source and measured)

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3 min read
Day 1: Demystifying AI — From Buzzword to Business Logic

Day 1: Demystifying AI — From Buzzword to Business Logic

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4 min read
Designing a contact sheet for GAN art review

Designing a contact sheet for GAN art review

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3 min read
Predicting Content Decay: How I Built a Leak-Free ML Pipeline with 79M Rows of Search Data

Predicting Content Decay: How I Built a Leak-Free ML Pipeline with 79M Rows of Search Data

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2 min read
How 8-bit quantization shrinks an LLM to half of its size — and why a single outlier weight can quietly ruin it

How 8-bit quantization shrinks an LLM to half of its size — and why a single outlier weight can quietly ruin it

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11 min read
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