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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 implemented Deep Q-Networks in pure PowerShell 5.1 — and connected them to real Windows enterprise data

I implemented Deep Q-Networks in pure PowerShell 5.1 — and connected them to real Windows enterprise data

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1 min read
The SOUL.md Pattern: How to Give Your AI Agent a Behavioral Constitution

The SOUL.md Pattern: How to Give Your AI Agent a Behavioral Constitution

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3 min read
I Built a Portable AI Memory Layer with MCP, AWS Bedrock, and a Chrome Extension

I Built a Portable AI Memory Layer with MCP, AWS Bedrock, and a Chrome Extension

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7 min read
Transformer - Encoder Deep Dive - Part 3: What is Self-Attention

Transformer - Encoder Deep Dive - Part 3: What is Self-Attention

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9 min read
My Wild Ride Through AI Development Tools (Or: How I Landed Back at Cursor)

My Wild Ride Through AI Development Tools (Or: How I Landed Back at Cursor)

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1 min read
TensorFlow 2.21 & LiteRT: The Universal Inference Engine for the On-Device AI Era

TensorFlow 2.21 & LiteRT: The Universal Inference Engine for the On-Device AI Era

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8 min read
Models that deliberately withhold or distort information despite knowing the truth.

Models that deliberately withhold or distort information despite knowing the truth.

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2 min read
Build an AI Agent from Scratch — No Frameworks, Just Python

Build an AI Agent from Scratch — No Frameworks, Just Python

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4 min read
OrcBot's Self-Training Sidecar: How to Improve an AI Agent Without Letting It Rewrite Itself Live

OrcBot's Self-Training Sidecar: How to Improve an AI Agent Without Letting It Rewrite Itself Live

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6 min read
How I built a 39x compression pipeline with AES-256-GCM in Python (and why the dictionary is everything)

How I built a 39x compression pipeline with AES-256-GCM in Python (and why the dictionary is everything)

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2 min read
What 3 Years of Stack Overflow Data Tells Us About AI and Machine Learning in Development

What 3 Years of Stack Overflow Data Tells Us About AI and Machine Learning in Development

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4 min read
Grounded AI in CRM: The Architecture Behind Reliable AI

Grounded AI in CRM: The Architecture Behind Reliable AI

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3 min read
🎮 Reinforcement Learning Explained Like You're 5

🎮 Reinforcement Learning Explained Like You're 5

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1 min read
4 Essential LLM Tasks in .NET 10 Using GitHub Models 🚀

4 Essential LLM Tasks in .NET 10 Using GitHub Models 🚀

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5 min read
Building AI Agents with Strands Agents: My Hands-On Experience from the AWS BeSA Workshop

Building AI Agents with Strands Agents: My Hands-On Experience from the AWS BeSA Workshop

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14 min read
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