Back home

Writing

Things I write about.

AI, aviation, mobility, and the occasional lesson from running a company — mostly me working through things I'm not yet sure about.

RSS feed
When the Chip Becomes the Model

2026-07-09

When the Chip Becomes the Model

Taalas is etching entire LLMs into silicon like a game cartridge. Etched just came out of stealth with working transformer ASICs and a billion dollars in contracts. The hardware side of inference is finally getting interesting and the endgame might be a frontier model humming quietly on your home server.

aiHardwareLLMInferenceLocal First
Read
The New Language Barrier

2026-06-08

The New Language Barrier

Writing code with an AI agents can often feel like you are lost in translation. Why is that? What can we do about it?

aiSoftware EngineeringProductivityPromptingCommunication
Read
How LLMs Got Faster Without New Hardware

2026-06-03

How LLMs Got Faster Without New Hardware

The training side of AI gets all the headlines. But in the last year the inference side has been quietly transformed. KV cache compression, rotation-based quantization, and multi-token prediction are why your local model runs twice as fast today as it did twelve months ago.

aiMachine LearningLLMInferenceOpen Source
Read
The NanoGPT Speedrun: From 45 Minutes to 81 Seconds

2026-06-01

The NanoGPT Speedrun: From 45 Minutes to 81 Seconds

A GitHub repo nobody talks about might be the clearest window into how AI training actually got so much faster. Here is the story of modded-nanogpt and the people racing to train a language model as fast as physically possible.

aiMachine LearningLLMOpen Source
Read
The Sky Is Patient

2025-08-21

The Sky Is Patient

I once bet we'd hail an air taxi by 2027. Today, I'm less confident and here's why.

AviationEvtolGeneral AviationAviation Industry
Read
How a youtube video let me rethink my beliefs

2024-06-09

How a youtube video let me rethink my beliefs

It's 2019 and it is already midnight and I just wanted to get some sleep to be fit for work the next day but then I found this video on youtube which really got me thinking. So much, that...

NuclearStartupEnergyInspiration
Read
The Self-Driving Revolution: The Journey to V12 and Beyond

2024-06-09

The Self-Driving Revolution: The Journey to V12 and Beyond

Tesla is taking the world by storm with its groundbreaking advancements in self-driving technology. The release of V12 Full Self-Driving (FSD) marks a significant leap towards making auto...

Full Self DrivingTeslaai
Read
Lights, Camera, Action! The Future of Entertainment: When Movies and Games Collide

2024-06-05

Lights, Camera, Action! The Future of Entertainment: When Movies and Games Collide

The worlds of movies and games are colliding in a way that could reshape the entertainment industry. With the increasing use of 3D assets in filmmaking and the recent development of advan...

MoviesaiEntertainmentGamesVirtual Reality
Read
The Dawn of Artificial General Intelligence - How Language Models evolved into Intelligent Beings

2023-04-25

The Dawn of Artificial General Intelligence - How Language Models evolved into Intelligent Beings

A recent [study](https://arxiv.org/abs/2303.12712) by a Microsoft research team dived into the capabilities of GPT-4. The findings of this research are both exciting and concerning at the...

aiLanguage ModelData ScienceMachine Learningagi
Read
Are electric cars better than traditional cars? Not yet, but history proves they will be

2021-10-14

Are electric cars better than traditional cars? Not yet, but history proves they will be

Back in 2018 I wrote this article and never published it. I still think, that innovation S-Curves are one of the best examples of how a great visual representation can make a very complex...

TechnologyuavElectric carFutureInnovation
Read