XiZhao
There’s a merch shop and buyable coins but please don’t buy or redeem anything because that’s currently fake for the tech demo. The economy is also generous so no need to buy tokens — just wanted to show off the project!
It's basically a 3d scene implemented in webgpu with a custom pixel shader. Server sided physics, streamed to the frontend with a very cheap client that just lerps stuff around in the scene.
Obligatory mention of https://zoo.dev/ who went to extreme lengths on this.
I will say I explored this reasonably deeply and came away with the conclusion that even though we have OpenSCAD and all these examples, LLMs are still very weak at spatial reasoning compared to diffusion models.
You can do all sorts of tricks like have a parts library to get around this and do physics checks but another inconvenient truth is whenever you design a complex assembly, every change to that part needs to be aware of the other parts in the design -- thus you need a global part-aware editing capability from diffusion.
That's getting solved already in china leading labs, and bottlenecked by the lack of good training data, which china is solving with mass labor.
This will be solved overseas first before we will in the US.
p.s. I am not affiliated with zoo or any of these other things FYI was just very curious about this whole area
I will say I explored this reasonably deeply and came away with the conclusion that even though we have OpenSCAD and all these examples, LLMs are still very weak at spatial reasoning compared to diffusion models.
You can do all sorts of tricks like have a parts library to get around this and do physics checks but another inconvenient truth is whenever you design a complex assembly, every change to that part needs to be aware of the other parts in the design -- thus you need a global part-aware editing capability from diffusion.
That's getting solved already in china leading labs, and bottlenecked by the lack of good training data, which china is solving with mass labor.
This will be solved overseas first before we will in the US.
Migrations between versions can have big variance largely as a function of the parent codebase and not the dependency change. A simple example of this would be a supported node version bump. It's common to lose support for older node runtimes with new dependency versions, but migrating the parent codebase may require large custom efforts like changing module systems.
Fossa Acquires Edgebit - Auto Dependency Updates
From a company's PoV -- I think you'd have to just assume all 3rd party code is popped and install some kind of control step given that assumption. I like the idea of reviewing all 3rd party code as if its your own which is now possible with some scalable code review tools.
Podcast: Adopting Haskell in Production as a Primary Language
> 32 years ago I was a lost, scared, and vulnerable child. I won’t go into detail, but the reasons I left home at such a young age are unfortunately not unique; I suffered abuse in every form. I did terrible things and said despicable and hateful things, including to my own Jewish mother, that today I find indefensibly wrong, and feel extreme remorse for. I have spent most of my adult lifetime working to make amends for this shameful period in my life.
> In my teens, I dropped out of school, lived on the streets, ate out of dumpsters and raised money panhandling. I was desperate and afraid. I was taken in by skinhead gangs and white supremacist organizations. Over the course of a few years, I did many things as part of those groups that I am profoundly ashamed of and sorry about. Eventually, I was able to get myself away from this world while serving in the United States Navy. This turned my life around. While serving my country, I worked with law enforcement agencies in hate group prosecutions and left this world behind.
> Since then, I have tried and failed to completely accept and come to terms with how I, a child of Jewish heritage, became part of such a hateful, racist group. One thing I have done, through therapy and outreach, I have learned to forgive that 15 year old boy who, despite the absence of ideological hate, was lured into a dark and evil world. For all of those I have hurt, and that this revelation will hurt, I’m sorry. No apology will undo what I have done.
> I have worked every day to be a responsible member of society. I’ve built companies, employed hundreds and have worked to treat everyone around me equally. In recent years, I’ve sought to create technologies that stop human suffering and save lives without violating privacy. I know that I will never be able to erase my past but I work hard every day to make up for mistakes. This is something I will never stop doing.