Home on JSCH

AI is only 80%

Wed, 16 Jul 2025 21:21:47 +0200

The issue with AI is: it is only doing 80% of the work, and the easy 80%. You might know the pareto principle stating that 80% of an outcome comes from 20% of the work. Well, AI is doing the remaining 80%. When using Claude, the AI writes boilerplate code and some tests, but the API design required careful thinking beforehand. The additional load the infrastructure will need to handle was evaluated for each possible solution.

Intelligence is twofold

Sat, 05 Apr 2025 18:40:52 +0200

Intro Lately I’ve been thinking a lot about intelligence, what is exactly intelligence, and what we would need in order to create “Real” artificial intelligence. In this post I’m trying to analyze my reasoning process and make conclusions about the current state of AI. The two side of the same coin There is two things that goes into intelligence. The first is knowledge, these are the building blocks of reasoning. The second is an innate ability to think of related items and use them in an “intelligent” manner.

Llama in Jax

Fri, 24 Jan 2025 15:38:35 +0100

Introduction If you are not familiar with deep learning framework, start by reading my first post about Jax. In this post, we will build the llama model in jax. This is a state of the art open-source LLM from Meta’s AI research lab. In other words, this is chatGPT. We are building Llama3.2-1B-Instruct. It means the version 3.2, with 1 billion parameters and trained to respond to questions (instruct). Getting started and how to start.

Gradient Descent: from linear regression to Llama

Fri, 24 Jan 2025 11:11:19 +0100

What is gradient descent and how to use it. We go from the taking derivative to solving a linear regression.

Will I Get a Job

Mon, 13 Jan 2025 15:22:21 +0100

So big news, I just need to complete my last exam and then I’ll tackle my master thesis and then I should graduate this summer. 🎉🥳 Yeaa ~6 months left. Actually, I also need to start the thesis but that’s not the point. A Master in Artificial Intelligence … in this economy? Finding a master thesis in a company was HARD. So, instead of preparing my next exam, I am now stressing: will I get a job after graduation?

My Wish List 2025

Mon, 23 Dec 2024 18:17:58 +0100

I’m not a fan of wish lists because I usually don’t like material gifts. But this time, it’s not about gifts. If I want to grow as a person, I need to set goals and work toward them. So here is my wish list for 2025. The goals should center around building a schedule and discipline. If I want to become the person I want to be, it can’t be a one-time thing.

Byte Latent Transformer, a review

Wed, 18 Dec 2024 10:39:29 +0100

Goal of this article This article aims to be a deep dive into the Byte Latent Transformer: Patches Scale Better Than Tokens paper by FAIR. You can find the paper here.

Let's exercise at leetcode?

Thu, 14 Mar 2024 16:57:24 +0100

I’ll try to have interviews in a few month, and therefore I need to practice. I’ll try to solve a few problems on leetcode and see how it goes. I’ll also try to write a few articles about the problems I solve.

I'm serving my blog over IPv6

Tue, 06 Feb 2024 09:36:30 +0100

The journey of making my blog IPv6 only, and the problems I encountered

Test

Tue, 30 Jan 2024 18:14:32 +0100

🤨 This is the phrase

What I learned after a semester of Computer Vision Part 1

Thu, 11 Jan 2024 11:37:58 +0100

I took a class on computer vision, here is a glimpse of what I learned…

I Stopped Daily Drinking… Coffee

Sun, 24 Sep 2023 22:32:57 +0200

A fancy title is all you need ! You don’t know me, but let me still reassure you, I’m not daily drinking alcohol. Instead, I’d like to shed some light on a different addiction in my life: coffee. I recently quit drinking coffee, and the impact on my life has been surprisingly positive. In the life of an addict I used to consume one to three cups of coffee per day, always trying not to have any after 2 PM.

Context Aware Recommender Systems

Sun, 30 Jul 2023 16:25:56 +0200

A gentle introduction to Context Aware Recommender Systems and Lightning

What Is This Dimension Thing ?

Fri, 26 May 2023 20:14:14 +0200

An explanation on the dim parameter in PyTorch and Numpy, when doing reduction operations. With this post you’ll never doubt again and won’t have to try dim=0, dim=1 and so on until you got the right result.

Going from a binary file to a running process

Tue, 11 Oct 2022 22:33:59 +0200

This blog post is heavily inspired by the series making-our-own-executable-packer written by FasterThanLi.me, his twitter and his mastodon. Introduction In this post I’m not going to simply copy-and-past his code, I want to deeply understand what’s going on therefore I’m going to add support for the AARCH64. I’m going to emphasize on the part I didn’t know, or had problems with. All the assembly will be different from the original post, because it’s going to be arm64 assembly and not x86_64.

What is in a Filesystem ?

Tue, 11 Oct 2022 22:30:45 +0200

Creating a Hugo Theme

Sun, 25 Sep 2022 18:48:22 +0200

Creating a hugo theme and grasping the concepts of hugo

Why is my electricity bill exploding ?

Sun, 20 Mar 2022 06:49:10 +0000

I found that this month electric bill is 25% higher than last year

Generative Art

Fri, 24 Dec 2021 14:31:18 +0100

A gentle introduction to generative art using rust and nannou

The to do read

Mon, 20 Dec 2021 06:49:10 +0000

These are the link are like to go to read iteresting articles The links https://eli.thegreenplace.net/ https://jvns.ca/ https://blog.cloudflare.com/ https://news.ycombinator.com/ to search for a job : https://www.seedtable.com/ai-startups-zurich https://onsites.fyi/ https://topstartups.io/ https://www.levels.fyi/Salaries/Software-Engineer/Switzerland/ https://swissdevjobs.ch/ https://linkedin.com/ Direct website Website: https://www.harvey.ai/ https://www.metacareers.com/ https://jobs.apple.com/ https://www.nvidia.com/en-us/about-nvidia/careers/ https://microlino-car.com/fr/careers https://nym.teamtailor.com/ https://www.aleph-alpha.com/ https://www.pgcareers.com/location-switzerland https://home.kpmg/ch/fr/home.html https://www2.deloitte.com/ch/en/pages/career/opportunities/careers-in-technology.html?icid=top_careers-in-technology https://cern.ch https://unit8.com/career/ https://80000hours.org/ https://waymo.com/careers/#software-internships https://metals.co/ https://www.hikvision.com/en/about-us/careers/ https://www.predictivelayer.com/ https://www.netguardians.ch/ https://www.asml.com/en/careers https://www.alpian.com/fr/careers/ https://careers.nagra.com/?page=advertisement https://www.awk.ch/nos-offres-demploi https://joinandgrow.ch/ (Edgelab) https://www.edgelab.ch/ https://www.swissquant.com/en/open-positions/ https://kalshi.com/careers https://www.init7.net/de/init7/jobs/ https://www.ruag.com/en/career https://www.idiap.ch/en https://alephalpha.jobs.personio.de/ https://www.isomorphiclabs.com/work-with-us#current-job-openings https://picterra.ch/jobs/ https://www.typeless.ch/team/ https://dreamlook.ai/ https://www.urb.io/fr/careers https://swissdigitalcenter.ch https://icare.

About me

Fri, 26 Mar 2021 20:14:14 +0200

This is my about page I’m a computer science student interested in data science and machine learning. I’m also interested in rust and I occasionally do some CTFs You can get in touch on twitter @jsch_3. I blog about the things I do, mostly to remember them.

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