At least for me, Opus keeps writing stuff to memories, only to consistently forget checking those memories before doing the same mistake again. This ("remember to check memories!") is of course then again written as a memory... Clearly not a very well working system, yep.
Yeah, I see it write stuff to memory pretty regularly, maybe it works sometimes, but for things I want it to stop doing or always do, I make it impossible to do otherwise via lint or some style enforcement, or via a test that fails if code shows up that violates the constraint.
But, it does a good job following existing conventions in a codebase, as long as they're really consistent. So the more actively you enforce that consistency the more likely it is to do the right thing without memories or prompting.
I don't like "never do" or "always do" type rules in AGENTS.md or in memory, as it often over-interprets them and ties itself in knots trying to satisfy an impossible set of goals.
In my own multi agent framework I use cheap models to check the responses of the expensive models, as well as using multiple expensive models adversarially in debate. The cheap models are great at spotting eg the model getting stuck in the alternate between two broken ideas or not following code conventions or missing a step in the skill and so on. I’m currently working on making them detect user corrections and police that going forward to intervene when the expensive models forget the thing you just corrected them about etc.
I've explicitly banned Opus from creating memories unprompted, as it would often save info that's incorrect and which would then be propagated to future sessions until caught. Ugh x 10.
The world runs on software. AI makes it easier to create more software, but it still requires humans to keep running and decide what to do. Maybe each individual project will need less pure coders, but there might be a lot more projects?
Still leaves the problem of not being able to simply send the current URL to someone else and know they'll see the same thing. Of course anchors can solve this, but not automatically
You probably don't want that most of the time, though. The time I'm most likely to send someone an article is once I've got to the end of it, but I don't want them to jump to the end of the article, I want them to start at the beginning again.
There are situations where you want to link to a specific part of a page, and for that anchors and text anchors work well. But in my experience it isn't the default behaviour that I want for most pages.
The situation is a lot better today than 10 years ago or so, largely thanks to ÖBB Nightjet. But yep, it's not only state railway companies anymore, as can be seen on the map
No. It's just a pre-sale for members. From below: "For a limited time*, paid Nintendo Switch Online members in the United States and Canada can purchase Alarmo online via the My Nintendo Store before it is available to purchase by the general public."
In general, they were not. You're probably thinking of the very niche and unsuccessful Maemo/MeeGo project - eg Nokia N900 - that were indeed Linux-based. But everything else smartphone-ish from Nokia before Lumia (Windows Phone) were Symbian, which predates Linux and has nothing to do with it.
Perhaps many people building code do not need multiple 16x PCI-Express cards in their day to day workflow, but like being able to move around with their laptop?
For lots of workloads it is basically true, though. Not something exclusive to Apple laptops of course, others have also been capable programming workhorses for quite some years. It's just weird to say that no compiling should be done on a laptop - that might've been true 10 years ago.
Well, what you're saying is actually true. But if you have a look at the "graph" you'll see that it's skewed because of fewer but higher salaries. I'm thinking of the median and wouldn't consider the average to have any indication whatsoever.
