Nicola Mustone
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nicolamustone.bsky.social
Nicola Mustone
@nicolamustone.bsky.social
1 followers 14 following 2 posts
Author of buthonestly.io - Clarity without the comfort. Essays on leadership, programming, and web.
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nicolamustone.bsky.social
I put together a practical guide on building a convolutional neural network with Python and TensorFlow.

I’m curious how others approach model structure, overfitting control, and dataset prep in their own projects. What would you do differently and why?

buthonestly.io/programming/...
Building a Convolutional Neural Network in Python with TensorFlow
Learn how to build, train, and optimize a convolutional neural network in Python with TensorFlow, from MNIST preprocessing to Bayesian hyperparameter tuning.
buthonestly.io
November 18, 2025 at 11:53 AM
Reposted by Nicola Mustone
emiliusdraws.bsky.social
#3157 A helpful tutorial
A digital drawing of one of those drawing tutorials that says 'don't do this, do this.' The drawing is of an almost naked middle-aged man doing a flying kick. The 'Don't do this' one has a bunch of areas circled and a cross under it. The 'Do this' one is exactly the same but without the circles and a tick instead of a cross. The text reads 'Needlessly adding red circles will ruin your art' and a smaller bit of text at the bottom reads 'Bonus tip! Add a tick under all your art so people think you did it right.'
November 17, 2025 at 11:40 PM
nicolamustone.bsky.social
Why is AI-assisted coding considered smart, but AI-assisted writing feels controversial?

I tried to map where the real line sits between human intention and machine help.

Curious where you stand on this.

buthonestly.io/web/vibe-wri...
Vibe Writing and the Line Between Human and Machine
Vibe writing explores co-writing with AI, questioning originality, intention, and what still makes human created text feel genuinely ours.
buthonestly.io
November 17, 2025 at 3:51 PM