Going from a story where societies and not individuals are the "heroes" to people with magical powers.

Given their estimates of a Mac being able to generate $1k (per month?) a 5090 with a lot more power would be able to generate $50k. For a $3k piece of hardware. Which is obviously not realistic. (As in, nobody is paying that much for the images, which seems to match well with no actual requests on the system.)

If that's too annoying then bad parking by school areas so the situation doesn't happen.

Claude code (arguably the most recent large change, even if it wasn't the first of it's type) was released one year ago.

After watching the video I'd say that it is similar to my own reaction when opening my own code that is 2 years old. (To be clear, code I myself wrote 2 years ago, without AI.) Or even more realistically, code I wrote 6 months ago.

Buy it mostly reads like someone making an exaggerating claim to get s boost from a populist narrative.

With "normal use" you're unlikely to hit the limit though, unless you only use the Opus model and do things in parallell.

If you have a number such locations with alternatives then you can make a number of identifiable versions by combining alternates.

"I want you to do feature X. Analyse the code for me and make suggestions how to implement this feature."

Then it will go off and work for a while and typically come back after a bit with some suggestions. Then iterate on those if needed and end with.

"Ok. Now take these decided upon ideas and create a plan for how to implement. And create new tests where appropriate."

Then it will go off and come back with a plan for what to do. And then you send it off with.

"Ok, start implementing."

So sure. You probably can work on this to make it easier to use than with a CLI chat. It would likely be less like an IDE and more like a planning tool you'd use with human colleagues though.

iOS and Android less so (even if there is a one time charge for Android and a yearly charge on Apple). OTOH I have not heard of them usually reaching out to more than a handful of devs for promotion purposes.

Spoiler, it's not much because most of the actual execution time is spent in a handful of basic OPs.

Branch prediction is where the magic happens today.

That doesn't mean kids don't want to play them. But Roblox is pitching itself as a safe space for kids.

Personally I could see Go being quite nice to use if you want to deploy something as eg a compiled serverless function.

I'm assuming the framework behaves the same way regardless of language so you could test using Python first if you want and then move over to eg Go if needed.

MoE models can still be pretty fast. As are smaller models.

(This is mostly a warning for anyone who is enamored by the idea of running these things locally to make sure to test it before you spend a lot of money.)

Currently I'd probably say the Nvidia RTX pro 6000 is a Challenger if you want local models. It "only" has 96 GB of RAM, but it's very fast (1800 GB/s). If you can fit the model on it and it's good enough for your use case then it's probably worth it even at $10k.

It's typically ok for MoE models but if you try to run something non-MoE the speed will plummet. In that same thread there are people getting 50 tok/s on MoE models and 5 on non MoE. (https://www.reddit.com/r/LocalLLaMA/comments/1n79udw/comment...)

And while it has unified memory the memory is quite slow. 250GB/s compared to 500+ for M4 Max or 1800 GB/s for a 5090. So it's fast for a CPU, but pretty slow for a GPU.

(That said, there are not a lot of cheap options for running large models locally. They all have significant compromises.)

Signing the recipe is a useless security theatre. That's why it's not done in Europe.

You can typically go back and edit git history. But it will require force push and breaking changes. And a few sacrifices to ensure that it doesn't make a mistake because then your repo is potentially broken.

Best way to do that is probably to have it work on branches and then squash merge those.

The people who shouldn't disable these security features tend to be the first to do so. And then complain the loudest when the enter the "find out" phase.