I'm a Software Engineer and Ethical Hacker, but mostly a tech enthusiast who likes to discover how things work by breaking them apart.

London
Joined September 2011
Across 7 Terminal Bench tasks: 26% fewer turns 48% fewer generated tokens 54% fewer input + output tokens, including cached conversation history 46% less agent time: 4h14m → 2h17m
2
5
397
So far it seems this version is more token efficient, completing tasks faster, being less verbose.
2
5
503
For people wanting to try DeepSeek V4.1 Flash 1017 on Strix Halo, you can use my dwarf-start fork (or the pre-built toolbox in ai-toolbox-cockpit) and these weights: huggingface.co/kyuz0/deepsee… This also supports DSpark. I'm doing some testing, check comments for early results...
7
11
2
92
4,262
Donato Capitella retweeted
The first Lucebox Zero 495 batch is almost sold out. Only a few units left at shop.lucebox.com Huge thank you to every customer who's come through so far. Once batch 1 sells out, new orders move to the next batch at a higher price. I also updated the image to make pricing clearer, so it now shows the price for each configuration: - 128GB + 2TB: $5,999 - 192GB + 2TB: $7,999 - 4TB SSD upgrade : +$250 - Cluster kit: +$799 per machine Every configuration comes with the 32GB Radeon AI PRO R9700, and we've further optimized it for V4.1 Flash with our new quants. Full details in our latest blog post.
7
10
3
69
10,672
Donato Capitella retweeted
The end of software secrecy is almost upon us. The death of closed source, and the final triumph of open source. I should have realized this a few months ago when I successfully decompiled the game of Firefighter from an ancient DOS shareware binary. My robot friend was able to tell it had been written in Borland Pascal from looking at the data layout; it gave me back very readable Pascal code with sensibly chosen function and variable names. I transpiled it to Rust and now ship it as part of my heritage games collection. The thing is, I thought of this as a fun stunt but didn't have any confidence that the technique would scale up to large, real programs. I have since learned that people are now doing this sort of thing with entire AAA games, which are among the most complex software artifacts ever to be shipped as a binary. If they can be decompiled, anything can be. This has implications. Massive implications. We need to think about what the world is like when, in general, there is no longer a secrecy moat around almost any software at all. 1/2
245
900
178
7,839
356,666
The Lucebox guys have been cooking!
Orders are now open for the new Lucebox Zero 495: shop.lucebox.com/ It’s AMD’s new Ryzen AI MAX+ PRO 495 with up to 192GB of unified memory, plus a 32GB Radeon AI PRO R9700 in the same box. Lucebox engine split the model by how often each part runs. Dense layers, the hottest experts and the drafter go on the R9700, because nearly every token reads them. The long tail of experts, which most tokens skip, stays in the 495's unified memory. Both chips compute at the same time. 15 tok/s on the 495 alone, 50 with the R9700. You can get also up to 4TB SSD and 100 GbE cluster kit, installed. First 200 units are $1,000 off. Deliveries expected in January.
1
1
17
1,627