Wielder’s Edge Series’ Articles

Wielder’s Edge Series’ Articles

This is a really interesting set of DEV articles written by a software engineer. Initially a set of 8 articles, it’s expanded to 21 and counting. It does an excellent job of describing and analyzing exactly the conditions engineers are going through – from watching an AI agent do a week’s worth of work in 1 hour while they were in a meeting to seeing 27.5% of programmer jobs disappear in 2 years.

Definitely a good read.

Napoleon’s Thoughts on Jesus

Napoleon’s Thoughts on Jesus

Near the end of his life, the exiled Emperor Napoleon had a conversation with one of his generals about the deity of Christ.

General Bertrand: “I can not conceive, sire, how a great man like you can believe that the Supreme Being ever exhibited himself to men under a human form, with a body, a face, mouth, and eyes.

Napoleon Bonaparte: “Let Jesus be whatever you please – the highest intelligence, the purest heart, the most profound legislator, and, in all respects, the most singular being who has ever existed – I grant it.

General Bertrand: “Still, he was simply a man, who taught his disciples, and deluded credulous people, as did Orpheus, Confucius, Brama.”

To this Napoleon responded by saying:

“I know men, and I tell you Jesus Christ was not a man.

Superficial minds see a resemblance between Christ and the founders of empires and the gods of other religions. That resemblance does not exist.

There is between Christianity and other religions the distance of infinity.

Alexander, Cæsar, Charlemagne and myself founded empires. But on what did we rest the creations of our genius? Upon sheer force. Jesus Christ alone founded His empire upon love; and at this hour millions of men will die for Him. In every other existence but that of Christ how many imperfections!

From the first day to the last He is the same; majestic and simple; infinitely firm and infinitely gentle. He proposes to our faith a series of mysteries and commands with authority that we should believe them, giving no other reason than those tremendous words, ‘I am God.’”

Source: C., Abbott John S. The History of Napoleon Bonaparte, University Press of the Pacific, Honolulu, HI, 1883.

Gaussian splats in your browser

Gaussian splats in your browser

I have written about Gaussian Splatting graphics before. It has the ability to produce unbelievably photorealistic environments (with some limitations like animations being a very rough spot for it) – but are now entering the realm of realtime.

Developer Iakov Sumygin has created a minimalistic playable video game using Gaussian splats for the environment data, and you can load it up and try it right now in your browser.

It definitely shows of the quality – and the limitations – of the technology. It’s an interesting experiment showing how far we’ve come.

Running Gemma 4 with a 5090 on llama.cpp

Running Gemma 4 with a 5090 on llama.cpp

First, grab a trustworthy Gemma 4 gguf model (unsloth is great). I have been fooling around with Q4, Q6, Q8 models of gemma-4-26B and gemma-4-31B models.

opertyE2BE4B31B Dense
Total Parameters2.3B effective (5.1B with embeddings)4.5B effective (8B with embeddings)30.7B
Layers354260
Sliding Window512 tokens512 tokens1024 tokens
Context Length128K tokens128K tokens256K tokens
Vocabulary Size262K262K262K
Supported ModalitiesText, Image, AudioText, Image, AudioText, Image
Vision Encoder Parameters~150M~150M~550M
Audio Encoder Parameters~300M~300MNo Audio

Grab the latest version of llama.cpp and compile it with CUDA support for GPU usage (or CPU if you don’t have a CUDA enabled GPU).

Then set up your server command line and it seems some get about 600 Tok/s using 26B on a 5090, or maybe try out the turbo-quant variant of llama-cpp (I have not).

Then take off and make some nifty projects with it.