AI, explored in public

The Curiosity Stack

A personal learning journey through AI, machine learning, and application development — building real things, sharing what works, and figuring it out in the open.

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Focus Areas

  • Artificial intelligence
  • Machine learning
  • Application development
  • Hands-on demos and visualisations

How Work Happens

  • Learn by building real things
  • Share the process, not just the results
  • Embrace experiments that fail
  • Keep it simple enough to understand

Interactive Demos

Neural Net↗

Train a tiny neural network in your browser and watch weights, loss, and decision boundaries update in real time.

Interactive

Conv Net↗

See how a convolutional network reads an image layer by layer, from edge detection to pattern recognition.

Interactive

Recurrent Net↗

Train an RNN on sequence data. Watch hidden state flow through time as the network learns to remember what matters.

Interactive

Dispatches

Beyond the Vibe: Mastering the 2026 Agentic Coding Maturity Ladder
aicodingagentscareer

Beyond the Vibe: Mastering the 2026 Agentic Coding Maturity Ladder

A five-stage framework defining how developers evolve from AI chat users to orchestrators of multi-agent software ecosystems.

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The AI Power Couple: Balancing a Master's Degree with NVIDIA's Dynamic Certification Edge in 2026
aicareereducationnvidia

The AI Power Couple: Balancing a Master's Degree with NVIDIA's Dynamic Certification Edge in 2026

Why 2026 is the year to run an AI Master's degree and NVIDIA certifications side-by-side — and how to do it without burning out.

Audio
Beyond the Hype: 6 Impactful Realities of Pursuing an AI Master's in 2025/2026
aicareereducation

Beyond the Hype: 6 Impactful Realities of Pursuing an AI Master's in 2025/2026

A guide for software engineers looking to pivot, graduate students choosing their specialisation, and career-changers seeking to capitalize on the most significant technology wave of the decade.

AudioVideo
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Live Projects

City Builder · Simulation↗

Equity City

A city-builder where every decision has economic weight. Lay roads, zone districts, and watch neighbourhoods, businesses, and daily life emerge from what you build. The economy runs in real time — rising districts, shifting momentum, and visible consequences from street level to skyline. Currently in active development with weekly dev log updates.

Learning in public — one experiment at a time.