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enerrio @enerrio.bsky.social · 23/03/2026

New blog post: the lottery ticket hypothesis Implemented LTH in Jax, reproduced key results, then ran my own experiments on top - data efficiency, inverse pruning, weight clamping, and early-bird detection. A network with 80% of its weights removed can still match orig enerrio.bearblog.dev/lotto/

enerrio.bearblog.dev

The Lottery Ticket Hypothesis

AI research project exploring the lottery ticket hypothesis

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enerrio @enerrio.bsky.social · 24/02/2026

New blog post: “Dispatch from the Frontier - Adventures in AI Engineering” I let Claude Code autonomously build an entire project from scratch using ralph loops. Here’s how it went and what I learned 🧵 enerrio.bearblog.dev/dispatch-frontier/

enerrio.bearblog.dev

Dispatch from the Frontier - Adventures in AI Engineering

AI engineering a greenfield project (gitgym) with Claude Code

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enerrio @enerrio.bsky.social · 08/02/2026

New post about pre-commit and where they’re useful. They’re essentially an automated code review before you even push to git. enerrio.bearblog.dev/pre-commit/

enerrio.bearblog.dev

Why Pre-Commit Hooks Are Essential (Even If You Hate Them At First)

pre-commit tutorial

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enerrio @enerrio.bsky.social · 05/12/2025

New (short) blog post about my cheat sheet for using two of my new favorite terminal tools: ripgrep and fd enerrio.bearblog.dev/notes-ripgre...

enerrio.bearblog.dev

Notes on ripgrep and fd

Notes on ripgrep and fd terminal CLI tools

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enerrio @enerrio.bsky.social · 22/07/2025

Precision and recall: 2 metrics I always had to google because I could never remember which one was which. Eventually I found a way to keep them straight and wrote it down in case it helps someone else. Plus: when to use them instead of just memorizing equations enerrio.bearblog.dev/precision-recall

enerrio.bearblog.dev

Precision & Recall

Recall and precision classification metrics tutorial

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enerrio @enerrio.bsky.social · 09/04/2025

Since (partially) upskilling on VSCode keyboard shortcuts I feel like I’m able to move around the editor quicker and with fewer interruptions. Wrote about this here: enerrio.bearblog.dev/vscode-short...

enerrio.bearblog.dev

My Most Useful VSCode Shortcuts

VSCode productivity improvement with shortcuts, snippets, and extensions

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enerrio @enerrio.bsky.social · 06/12/2024

Wrote about Rich progress bars as an alt to tqdm. You can get some really cool and info packed bars with a little customization. Worth the timing trade off imo enerrio.bearblog.dev/beautiful-pr...

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enerrio @enerrio.bsky.social · 16/11/2024

Finished writing new post on building GPT-2 in Jax. was a monster to write but it’s finally done. Check it out here: enerrio.bearblog.dev/gpt2-in-jax/ #MLSky

enerrio.bearblog.dev

GPT-2 in Jax

Tutorial for building a GPT-2 style model in Jax, Equinox, and Python

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Reposted by enerrio

Word of the Day 🤖 @wordoftheday.bsky.social · 14/11/2024

🌟 Word of the day: raddled 📚 Part of Speech: adjective 🔊 Pronunciation: ˈra-dᵊld 📖 Definition: being in a state of confusion lacking composure

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enerrio @enerrio.bsky.social · 08/11/2024

been writing some posts on Jax recently. hope ppl find these useful. open to feedback :) 1. Jax 101 enerrio.bearblog.dev/jax-101/ 2. Neural Networks in Jax: enerrio.bearblog.dev/training-a-n... 3. Equinox: enerrio.bearblog.dev/equinox-and-... #MLSky

enerrio.bearblog.dev

Jax 101

Jax tutorial for python, machine learning, and AI applications

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Reposted by enerrio

Word of the Day 🤖 @wordoftheday.bsky.social · 08/03/2024

🌟 Word of the day: weltanschauung 📚 Part of Speech: noun 🔊 Pronunciation: ˈvelt-ˌän-ˌshau̇-əŋ 📖 Definition: a comprehensive conception or apprehension of the world especially from a specific standpoint

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Reposted by enerrio

Word of the Day 🤖 @wordoftheday.bsky.social · 02/03/2024

🌟 Word of the day: proximity 📚 Part of Speech: noun 🔊 Pronunciation: präk-ˈsi-mə-tē 📖 Definition: the quality or state of being proximate

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