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jerpint

Technical writing on ML, AI, and software engineering

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Talk: L'IA et le futur des agents personnalisés

Slides from my presentation on AI and the future of personalized agents.

The paradox of shipping more while coding less

The tension between not writing any code while contributing significantly more

HUMANS.md

A convention to keep code digestible for us humans

Coding at the speed of thought

Thinking is becoming the new bottleneck in coding

How I Maintain My Blog in the Age of Agents

Using AI agents to remove the friction from blogging, written entirely from my phone.

Claudiobooks - Short Form Audiobooks Narrated by AI

Introducing Claudiobooks, a project that makes short-form AI-narrated podcasts grounded on public domain books.

I don't write code anymore - I sculpt it

how I'm using ai tools in 2026

The Rise of the 0.1x Engineer

The 0.1x engineers of the future will have to learn to trudge through the slop

Different Models, Same Slop?

Are Big Lab Models Converging to the Same Slop?

Python's 'shelve' is really useful for LLM debugging

Python's shelve module is a persistent key-value store perfect for LLM debugging.

ArXiv-txt, LLM-friendly ArXiv papers

Make arXiv papers easily available in LLM-friendly formats.

Realtime HTML Rendering with LLMs

Using LLMs to directly generate the html for a response.

I had different agents play 'The Password Game' - they didn't do so well

Comparing multimodal agents and how they struggle on 'The Password Game'

Performance of LLMs on Advent of code 2024

Taking a look at how LLMs performed on the latest AoC competition.

Recap on Advent of Code 2024

Overall thoughts on the 2024 challenge

ControlNet Game of Life

How to use stable diffusion to animate the game of life.

Growing snowflakes with neural cellular automata

Generate snowflakes using neural cellular automata

RAGTheDocs

How to one-click deploy a RAG app on any readthedocs website

Local Model Inference from any GPU

How to easily access a GPU deployed almost anywhere

YouGPTube

Summarize Youtube videos using whisper and chatGPT

GPT4 Can't Play Wordle

GPT4 struggles to find good wordle strategies, only wins 10% of games.

Making snowflakes with cellular automata ❄️

Generate snowflakes using simple rule-based cellular automata

MNIST Clock

Digital MNIST clock whose digits change by traversing a VAE latent space.

Teaching ChatGPT about the birds and the bees

Vortex Math

Implementing the vortex math using javascript.

Vacation Calculator ✈️

Useful tool for Mila employees to count their cumulated vacation days

Halloween

Creepy halloween story and animations generated by GPT-3, CLIP and VQGAN

Conway's QR Codes of Life

Animating QR codes using Conway's game of life

Climbing Spot Finder🧗🤖

Get an email alert when a spot frees up at the climbing gym using python, pandas and sendgrid.

Vim Tetris

The classic game of tetris with vim keybindings

Barnsley's Fern

Constructing Barnley's Fern using python

Analyze WhatsApp Group Chat Using Python For Beginners

How to analyze WhatsApp group chats using python for complete beginners - no setup required.

Reversing a Neural Network

Reverse the traditional way a Neural Network is optimized to get insights into what it sees.

How to generate a URL from a screenshot

How to generate a URL from a screenshot

Convolutional Neural Networks Cheat Sheet

A collection of animations explaining operations in convolutional neural networks

Pi day 🥧

A python one-liner to approximate pie 🥧

PolyAI - Intro to AI

Intro to AI talk given to polyAI