There's also an interesting relationship to variance when you only have mean and median
> Which makes it a simpler problem.
Yes, which is what I stated in the first comment > I'd say SOTA AI coding systems are better than 1 and still improving.
I'm including Fable. I use agents every day. They still are very sloppy and hyper fixated on tasks and are poor at making code flexible and maintainable in the long run. - hardware changes
- firmware changes
- operating system changes
- dependencies change
- bits flip, thanks cosmic rays!
> Right now, it feels like AI coding is ~2.5
A lot of people would argue that it's not even 1. I'd argue it sits between 0.7 and 1.2 given the task. > why have an official firmware if it's not at least slightly maintained.
Because it's still useful to have a blessed child so that people getting into the space have somewhere to start. You could accept zero additional PRs and it would still be a useful thing to have. > Last I checked, one of the Hacker News rules
The guidelines do have these points though: - Please don't complain about tangential annoyances—e.g. article or website formats, name collisions, or back-button breakage. They're too common to be interesting.
- Please don't pick the most provocative thing in an article or post to complain about in the thread. Find something interesting to respond to instead.
- Please don't post shallow dismissals, especially of other people's work. A good critical comment teaches us something.
- Please don't use Hacker News for political or ideological battle. It tramples curiosity.
- Eschew flamebait. Avoid generic tangents. Omit internet tropes.
Which, let's be honest, the top comment and majority of the responses violate these guidelines. I was quite surprised to see that that was the top comment. I would have never noticed until they pointed it out. Personally, I don't care and I'd rather read comments about the actual content of the article than talk about furries. They don't live rent free in my head. > the middle layers of the Transformer that are affected most by RL post-training
This is where you should expect most change in models. The beginning layers need to embed while the later layers will reform the result to the final conditions. The middle is what does all the untangling. > It's not just a tautology, it's
Inconsistent logic. > In practice, we'll never run out of mystery or ignorance or mistakes.
I fully agree with this but also for some reasons unmentioned. Truth has infinite precision, a thing we will never achieve. Similarly my namesake showed there are limits to axiomatic systems. > Brains are Turing complete.
And there are problems that can't be solved by Turing complete machines. That only means they can solve computable problems but there's plenty that aren't. Very famously the halting problem isn't. And in the real world there's many problems which are intractable. And some are more intractable than others > Thirdly try to pay it forward.
An important step. If you don't it's not dissimilar from pulling up the ladder behind you. > Moreover, in my opinion, by buying Google phones you're feeding Google, and I, personally, would like to avoid that.
I bought an iPhone based on that very decision. TBH, I regret it. The ecosystem is so locked down that I can't even sync my photos to my NAS without a hacky constantly breaking shortcut, building my own app, or paying for an app. Just to replace a small <50 line bash script that could do more than either the shortcut or any paid app I know. I'm constantly battling my phone. > Nobody genuinely cares about the moving sofa problem, or about square packing, or about the minimum number of colors needed to draw a map
Wild examples. These are all extremely useful. > In some sense I always considered programming to be more trustworthy than maths arguments without the certainty of a solver proof.
But programming is a subset of mathematics. They are both formal languages. I suspect the trustworthiness is more in your comfort level than the ability to verify > just one kid needs to figure out how to bypass the system, and the knowledge spreads like wildfire.
I'm surprised this is not obvious to people here on HACKER News. > it’s certainly better than a server.
I disagree, and so does the OP. > OP just had to use a bad implementation.
Then it isn't so certainly.