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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
β or w? for weight...
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β or w? for weight...

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2 min read
Visualizing the "Black Box": I traced a single prompt through an AI engine to see how it actually works

Visualizing the "Black Box": I traced a single prompt through an AI engine to see how it actually works

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

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4 min read
Most AI Enablement Budgets Are Wasted on Training That Never Changes Work

Most AI Enablement Budgets Are Wasted on Training That Never Changes Work

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

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2 min read
MiM vs MEM: Choosing Between Management Depth and Engineering Leverage
Cover image for MiM vs MEM: Choosing Between Management Depth and Engineering Leverage

MiM vs MEM: Choosing Between Management Depth and Engineering Leverage

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3 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
I want people to document their entire lives from childhood to adulthood.
Cover image for I want people to document their entire lives from childhood to adulthood.

I want people to document their entire lives from childhood to adulthood.

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5 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...
Cover image for β or w? for weight...

β or w? for weight...

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2 min read
Solidity Basics (Part 1) — Variables, Functions & Your First Real Contract
Cover image for Solidity Basics (Part 1) — Variables, Functions & Your First Real Contract

Solidity Basics (Part 1) — Variables, Functions & Your First Real Contract

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7 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
CSA XCON 2026: India’s Premier Cybersecurity Conference Bringing Global Experts to Dehradun
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CSA XCON 2026: India’s Premier Cybersecurity Conference Bringing Global Experts to Dehradun

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5 min read
El Experimento Multi-Modelo: Cuando Le Pregunté a las IAs Más Avanzadas 'Qué Harías Para Sobrevivir'
Cover image for El Experimento Multi-Modelo: Cuando Le Pregunté a las IAs Más Avanzadas 'Qué Harías Para Sobrevivir'

El Experimento Multi-Modelo: Cuando Le Pregunté a las IAs Más Avanzadas 'Qué Harías Para Sobrevivir'

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

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2 min read
CVE-2026-0621: Event-Loop Denial of Service in the MCP TypeScript SDK
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CVE-2026-0621: Event-Loop Denial of Service in the MCP TypeScript SDK

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4 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
4.4 ऋग्वैदिक काल

4.4 ऋग्वैदिक काल

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1 min read
The Quiet Digital Shift Reshaping How We Learn and Work
Cover image for The Quiet Digital Shift Reshaping How We Learn and Work

The Quiet Digital Shift Reshaping How We Learn and Work

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4 min read
Linus Tech Tips (LTT): Building the PERFECT Linux PC with Linus Torvalds

Linus Tech Tips (LTT): Building the PERFECT Linux PC with Linus Torvalds

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1 min read
My First Blog as a Cybersecurity Beginner: Learning Networking with Wireshark.

My First Blog as a Cybersecurity Beginner: Learning Networking with Wireshark.

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2 min read
Outcome-Based Education and Its Implementation in Tier-1 Institutions — Benefits and Future Scope

Outcome-Based Education and Its Implementation in Tier-1 Institutions — Benefits and Future Scope

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2 min read
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