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# education

Discussions on academic programs, online courses, and learning paths in security.

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The Producer Pipeline Problem: Why AI's Deepest Threat Isn't Content Replacement

The Producer Pipeline Problem: Why AI's Deepest Threat Isn't Content Replacement

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4 min read
Stop Lecturing Like It’s 1999: The 'Active Learning' Protocol for Tech Mentors

Stop Lecturing Like It’s 1999: The 'Active Learning' Protocol for Tech Mentors

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4 min read
Building an AI teaching assistant grounded in real Further Education practice

Building an AI teaching assistant grounded in real Further Education practice

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2 min read
I Built a Bilingual Open-Source Tree Knowledge Base for Costa Rica (74 Species, Zero Ads)

I Built a Bilingual Open-Source Tree Knowledge Base for Costa Rica (74 Species, Zero Ads)

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1 min read
Designing AI-First Study Systems: What We Learned Building for Cognitive Load

Designing AI-First Study Systems: What We Learned Building for Cognitive Load

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3 min read
β or w? for weight...

β or w? for weight...

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2 min read
I built LoveToRead.ai – Create personalized children's books with AI

I built LoveToRead.ai – Create personalized children's books with AI

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3 min read
AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement)

AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement)

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2 min read
Beginner’s Guide to Learning Tech Skills Without a Tech Background

Beginner’s Guide to Learning Tech Skills Without a Tech Background

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3 min read
Preparing Students for Modern Software Development Toolchains

Preparing Students for Modern Software Development Toolchains

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1 min read
Building a Scalable Plagiarism-Detection Pipeline (With Examples)

Building a Scalable Plagiarism-Detection Pipeline (With Examples)

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4 min read
Neural Networks as a Catalyst for the Evolution of Online Learning

Neural Networks as a Catalyst for the Evolution of Online Learning

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3 min read
Basic Concepts of C# Data Types — From Bits to LLM‑Ready Mental Models

Basic Concepts of C# Data Types — From Bits to LLM‑Ready Mental Models

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9 min read
C# Variables, the CPU, and LLMs — From `int age = 25;` to Silicon

C# Variables, the CPU, and LLMs — From `int age = 25;` to Silicon

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14 min read
Clock circular calculator

Clock circular calculator

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1 min read
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