Nicola Mustone

@nicolamustone
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10 Following
6 Posts
Clarity without the comfort. Honest writing on the messy overlap between humans and tech. Opinions are mine alone.
BLOG:https://buthonestly.io

The modern internet has a Midas touch problem: if AI touches your work, people treat it like slop, no matter how much effort is behind it.

https://buthonestly.io/web/ai-slop-midas-touch-modern-internet/

#AI #Creativity #MachineLearning #NLP #InternetCulture

Touched by AI, Treated Like Slop: The Midas Touch of The Modern Internet

AI slop to many is anything touched by AI: a Reddit dogpile on my Dead by Daylight study and what it taught me about trust, real work, and using AI tools.

BUT. Honestly

Playing games taught me more about leadership than most “leadership books”.
Pattern spotting, fast decisions, dealing with chaos, adapting under pressure… it’s all there!

I wrote about it here: https://buthonestly.io/leadership/gaming-made-me-better-leader/

#leadership #gaming #management #careers #honestly

How Gaming Made Me a Better Leader

From Dungeons & Dragons to Dead by Daylight, discover how games quietly build real leadership skills in communication, empathy, trust, and teamwork.

BUT. Honestly

“When feedback is grounded in facts and feelings and guided by curiosity, it becomes something more than a correction.”

I wrote about how to actually do this in your day-to-day feedback:

https://buthonestly.io/leadership/mastering-effective-feedback-facts-feelings-curiosity/

#leadership #feedback #management #teams #communication

Mastering Effective Feedback: Facts, Feelings, and Curiosity

Master effective feedback with a simple framework of facts, feelings, and curiosity that reduces defensiveness and builds psychologically safe, high trust teams.

BUT. Honestly

I just spent an unreasonable amount of time turning 270k+ Steam reviews into an NLP playground.

If you’re into NLP, transformers, or real-world text messiness, the full case study is here: https://buthonestly.io/programming/distilroberta-emotion-analysis-nlp-case-study/

#nlp #machinelearning #sentimentanalysis #emotionanalysis

DistilRoBERTa Emotion Analysis: NLP Case Study on Steam Reviews

How to run DistilRoBERTa emotion analysis in an NLP case study: cleaning a real Steam reviews dataset tagging moods, plotting results, and exploring sentiment.

BUT. Honestly

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?

https://buthonestly.io/programming/building-convolutional-neural-network-python-tensorflow/

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.

BUT. Honestly

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.

https://buthonestly.io/web/vibe-writing-line-between-human-machine/

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.

BUT. Honestly