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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 Gave My Trading Agent Memory and It Made Everything Worse
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I Gave My Trading Agent Memory and It Made Everything Worse

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13 min read
The Most Dangerous Number in Machine Learning: Accuracy
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The Most Dangerous Number in Machine Learning: Accuracy

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3 min read
AI Agent Landscape: February 2026 Data from Running One for 6 Months

AI Agent Landscape: February 2026 Data from Running One for 6 Months

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2 min read
Why understanding application behaviour is the prerequisite for scaling AI
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Why understanding application behaviour is the prerequisite for scaling AI

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5 min read
I replaced exponential decay with spaced repetition in my AI memory server

I replaced exponential decay with spaced repetition in my AI memory server

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4 min read
Vector Databases Explained: A Builder's Guide
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Vector Databases Explained: A Builder's Guide

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7 min read
Multi-LLM Orchestration in Production: Lessons from Running 16+ Models
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Multi-LLM Orchestration in Production: Lessons from Running 16+ Models

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6 min read
The Gold Is in the Basement: Why Your AI Strategy Should Start With the Data You Already Have
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The Gold Is in the Basement: Why Your AI Strategy Should Start With the Data You Already Have

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6 min read
Our Trading Bot Rewrites Its Own Rules. Here's How (and What Went Wrong).

Our Trading Bot Rewrites Its Own Rules. Here's How (and What Went Wrong).

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5 min read
What Is RAG? A Practitioner's Guide to Retrieval-Augmented Generation
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What Is RAG? A Practitioner's Guide to Retrieval-Augmented Generation

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7 min read
ReAct Pattern

ReAct Pattern

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6 min read
63 Q&As from Watching Karpathy's LLM Tutorial Twice

63 Q&As from Watching Karpathy's LLM Tutorial Twice

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16 min read
GPT-5.4 Just Dropped - Here's Everything Developers Need to Know

GPT-5.4 Just Dropped - Here's Everything Developers Need to Know

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4 min read
How I Built an Anti-Hallucination Pipeline for Enterprise Legal Documents

How I Built an Anti-Hallucination Pipeline for Enterprise Legal Documents

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2 min read
Extract Structured Data from Car Listings Using AI in .NET 10
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Extract Structured Data from Car Listings Using AI in .NET 10

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4 min read
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