28 January 2025

66 links · Tuesday

The Accumulation of Regulation

Like many who do business in California, I often complain about the regulatory burden (free at last!)  People will ask, "So what one regulation would you get

Analytical Intelligence Is Coming - Developer forever

The release of Deepseek R1 has made headlines, but the unsung hero is its sibling: R1 Zero. While R1 showcases reasoning through human feedback, R1 Zero demonstrates something far more transformative—reasoning without human feedback. This works only in analyti…

To Hit DeepSeek 0

Update: I was using the following models: deepseek-r1:7b and llama3:latest (7b) DeepSeek-R1 came out generally over the weekend, and a lot was talked about the cost to generate such a complete and capable model. I am happy to see that it is an open model tha…

Building My E-Ink Tea Labeling System - Tynan.com

My life sometimes seems to consist of long periods of intense effort to help me save seconds or minutes from my day. This latest project must be the most extreme example of that. I store my tea in identical metal tins. Years ago I went down a rabbit hole of de…

GPT1 Implemented with NumPy : Generate Jokes

I love implementing DL algorithms with NumPy, it’s best way to learn the engine. I’ve implemented SHAP, and CNNs, and GradCAM methods with pure numpy before, you can refer to my Github Page for this.

Thinking in community systems

Community can be a bit fluffy. A bit intangible. A bit directionless at times. We can believe in something, yet actioning it into reality is a whole other story. This year I've learned we can do better. We can be more focused. We can double down on what matte…

Why (Open Source) DeepSeek's shock is important

How a Chinese startup is challenging AI giants with open-source innovation, achieving ChatGPT-level performance at 2% of the cost. Is this the future of accessible AI?

Is Colorado's EV incentive worth it?

I wasn't even looking for a new car when my coworker told me, 'You can lease a Nissan Leaf for like $20 a month.' That sounded too good to be true. Spoiler alert: it was. How are electric vehicle leases so cheap here in Colorado?…

Why Gambling is (more) Rational (than you think)

I remember watching a video a while ago where a pro card counter answers questions about gambling. In one of his answers, he said that what makes someone a true gambler is that the joy of winning a bet is more than the sadness from losing a bet. This has stuck…

ggml : x2 speed for WASM by optimizing SIMD

PR by Xuan-Son Nguyen for `llama.cpp`: > This PR provides a big jump in speed for WASM by leveraging SIMD instructions for `qX_K_q8_K` and `qX_0_q8_0` dot product functions. > > …

Open Source with C#

Turn your videos into live streams with https://restream.io Let's work on SharpSite, an open source CMS that you can contribute to and learn from. https://sharpsite.org

Run DeepSeek-R1 Dynamic 1.58-bit

DeepSeek R-1 is the most powerful open-source reasoning model that performs on par with OpenAI's o1 model. Run the 1.58-bit Dynamic GGUF version by Unsloth.

The CORRECT Way to Handle Value Objects in EF Core

Want to master Clean Architecture? Go here: https://bit.ly/3PupkOJ Want to unlock Modular Monoliths? Go here: https://bit.ly/3SXlzSt Get the source code here: https://www.patreon.com/milanjovanovic In this video, we dive deep into a common but frustrating iss…

Is Hexagonal Architecture Good for a Simple App?

💌 Free Developer Insights: https://guiferreira.me/newsletter Reddit: https://www.reddit.com/r/softwarearchitecture/comments/1hvebg2/should_a_simple_proxy_app_use_pure_ports_and/

F: Graphics 3 (Category Compilation) #14~#20

In Category F: Graphics, I explain what goes into making art for games. Rather than sharing tool tutorials and the like, I offer practical points to consider when creating game visuals. [Index] 0:00 Opening 0:11 F-14 Motion Blur 2:39 F-15 Making the Imaginary…

Infrastructure Layer Should Always Be Logic-Free: Why?

Learn why your infrastructure layer should contain zero business logic and how to properly structure your .NET applications using Clean Architecture principles. Includes practical examples and common pitfalls to avoid.

17-445 Machine Learning in Production

CMU course that covers how to build, deploy, assure, and maintain software products with machine-learned models. Includes the entire lifecycle from a prototype ML model to an entire system deployed in production. Covers also responsible AI (including safety, s…

The Taylorator - All Your Frequencies Are Belong to Us

For the past two weeks or so, I've been working on constructing the Taylorator. The Taylorator is a piece of software which allows me to flood the FM broadcast band with Taylor Swift's music. No matter where you tune your radio, you will only be able to listen…

Deepseek R1 Explained by a Retired Microsoft Engineer

Dave explains why Deepseek R1 is such a big deal, explains how it works, what's new, and brings you up to date on the implications and fall out! Free Sample of my Book on the Spectrum: https://amzn.to/3zBinWM Watch ShopTalk Now on Dave's Attic: https://youtu…

Scaling Compute for RAG

Unlock higher RAG accuracy by strategically spending compute.

Computers should beep more

Sound can make you more productive if it's calm & played at the right moment. I saved 30min a week.

Tim Cook Is Failing Us

I know this is a rather dramatic headline and that some people might incorrectly assume that I’m mad about some particular piece of hardware or software, but it should come as no surprise that I’m hopping mad at Tim Cook for how he’s ingratiating himself to Pr…

Scientific progress is severly understudied

Right now I’m interested in questions like Is scientific progress slowing down? and, if yes, what might be causing it?

Non-random uniform disk sampling

Consider the problem of generating N points on a disk of diameter D. The function must be deterministic and the points somewhat uniformly spread around on th...

I Tried To Bootstrap A Startup - memoricide

Two years ago I started a business for quantified hiring for tech companies to hire engineers. Last Thursday I shut down the main server that runs candidate submissions. And nobody screamed.

New Years resolutions for PyTorch in 2025 : ezyang’s blog

In my previous two posts "Ways to use torch.compile" and "Ways to use torch.export", I often said that PyTorch would be good for a use case, but there might be some downsides. Some of the downsides are foundational and difficult to remove. But some... just s…

Vim sucks when you have ADHD

: Vim is fine, just not for me. Use the right tool that suits you best. For many years, I've been loyal to Vim. I hoped that with enough practice, I'...

I Got Tired of My Own Inability to Focus on One Thing - Durmonski.com

You have to pick the places you don’t walk away from. But you also have to pick the places you do walk away from. Usually, the faster you do the latter, the better. My insatiable curiosity – about books, ideas, projects, etc. – is probably both my best and my …

The Rise of DeepSeek: What the Headlines Miss

TLDR: timing is political but tech is real, compute constraints bite differently than you think, and the story is more complex than "export controls failed."

Kosay Jabre

Why do restrooms stalls in North America have such huge gaps in the door?