For years, we’ve been trying to understand why we dream.

And one answer might have come from machine learning.

When you train a model on the same data over and over, it starts to overfit. It stops learning the pattern and starts memorizing the examples.

Maybe the brain has the same problem. Every day, we live the same narrow dataset: same routines, same faces, same patterns.

So at night, the brain does something strange. It creates experiences that never happened.

Distorted memories. Impossible places. Random people.

Maybe dreams are not random. Maybe they are the brain’s data augmentation.

Maybe dreams are the brain’s best effort to not overfit

Source: Erik Hoel, “The overfitted brain: Dreams evolved to assist generalization”, Patterns, 2021.

@b1n1yamBuilds

Vibe coding is easy.

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AI can generate something that works for a demo.
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AI gives speed.
Engineering judgment gives quality.

The best AI-assisted code is the one nobody can immediately recognize as AI-assisted.

#AI #SoftwareDevelopment
@birhan_nega

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🚀Fully Funded Leadership Programme for Young Leaders(AEYA Cohort 1)🚀

✨Are you a young leader with a passion for creating change in your community? The New Leaders Lab is a free pan-African leadership programme designed to support youth with skills, mentorship, and opportunities to turn ideas into action.

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🚀 We're Back!
After a short break, Hammerspacecraft is officially back and we're returning with bigger ambitions than ever.
Over the coming weeks, we'll be sharing exciting content, hands-on learning opportunities, engineering projects, workshops, research initiatives, competitions, internships, and community events designed to inspire the next generation of space innovators.
Whether you're passionate about astronomy, rocket engineering, robotics, artificial intelligence, programming, or space exploration, this is your place to learn, build, and grow.
This is only the beginning.
Stay connected, invite your friends, and get ready for an exciting new chapter.
The mission continues.