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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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I squeezed my iGPU dry, then added an eGPU — a GPU buying guide for AI on mini PCs

I squeezed my iGPU dry, then added an eGPU — a GPU buying guide for AI on mini PCs

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4 min read
Algorithmic Challenge: How do we mathematically audit semantic authority in LLMs? (Open-sourcing LSW)

Algorithmic Challenge: How do we mathematically audit semantic authority in LLMs? (Open-sourcing LSW)

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3 min read
I built an open source SDK to catch AI agent regressions before they ship.

I built an open source SDK to catch AI agent regressions before they ship.

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1 min read
Building a RAG Pipeline for Greenwashing Detection in Oil & Gas

Building a RAG Pipeline for Greenwashing Detection in Oil & Gas

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5 min read
I built a Python preprocessing tool and a reviewer called it "low-trust" — here's what they got right

I built a Python preprocessing tool and a reviewer called it "low-trust" — here's what they got right

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5 min read
How to Fine-Tune LLaMA and Mistral for €2 (Without Cloud GPU Rental)

How to Fine-Tune LLaMA and Mistral for €2 (Without Cloud GPU Rental)

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2 min read
Why I Stopped Waiting for Deep Work Blocks and Started Building in Taxi Rides

Why I Stopped Waiting for Deep Work Blocks and Started Building in Taxi Rides

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4 min read
How to build a 22ms agent goal-drift detector

How to build a 22ms agent goal-drift detector

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6 min read
Claude Code Persistent Memory, Multi-Agent AI Architectures, & Model Quirks

Claude Code Persistent Memory, Multi-Agent AI Architectures, & Model Quirks

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4 min read
GEO vs SEO: Why ChatGPT Citations Matter More Than Google Rankings

GEO vs SEO: Why ChatGPT Citations Matter More Than Google Rankings

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6 min read
How to add eval quality gates to your LLM app (like CI for AI)

How to add eval quality gates to your LLM app (like CI for AI)

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2 min read
How Missing Values Distort PCA Embeddings (And The Fix)

How Missing Values Distort PCA Embeddings (And The Fix)

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6 min read
Building NSFD-v1: An Algorithm for Detecting Network Signal Failure in Industrial Production Lines

Building NSFD-v1: An Algorithm for Detecting Network Signal Failure in Industrial Production Lines

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9 min read
RLHF in 2026: when to pick PPO, DPO, or verifier-based RL

RLHF in 2026: when to pick PPO, DPO, or verifier-based RL

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7 min read
Beyond Scores: A Critical Review of Benchmark Reports for Evaluating Large Language Models

Beyond Scores: A Critical Review of Benchmark Reports for Evaluating Large Language Models

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7 min read
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