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Fallback was usually Opus 4.8


Note that it seems that it no longer falls back automatically. So the actual score of Opus 5.5 will be even lower (fail vs fallback than can succeed)


Isn't that a worry then that the same bench has so much difference in what triggered fallback for one model and what did not in another?


this "feature" is one of the primary that caused me to cancel and move to exclusively open weight based systems


Do we have a reliable way to count tokens for Jev yet btw?


Slop projects to solve slop


The slop theory tells us that (slop * slop) = doubleslop.


Does the price really matter when you are on subscription? Are we getting more usage or are we getting same usage and the cost for openai is lower?


So far, yes

They usually reduce usage consumption in line with cost reductions (But not always 1:1)


Don’t think in zero sum terms. OpenAI can’t burn money infinitely, efficient models are better for everyone


He also blogged why he thinks it's still useful


Weird phrasing "just a toy" for one and "hacker toy" for the other. Beni is actually something you can use more than a toy.


Is it Canadian dollar for US dollar? /s


If you re getting dumber, you would feel like it's all good right? Why would you feel Opus 4.6 is better than Opus 5


Python, but good.


So, without significant indentation?


2026 and still talking about python indentation? what's next, `goto` gripes?


Whenever people stop creating new language with significant indentation. I don't complain about it in Python but I hate when this bad idea is introduced in more places.


its not becauae its 2026 that stupid indentation got better


Oh nooooo, they fucked it up too. Why would someone make a language that’s whitespace sensitive? It’s confounding.


Why would someone make a language where the programmer and the interpreter have two different ways of figuring out where blocks start and end?


at the closing curly?


Programmers look at the indentation.


this discussion is so dated...


llms prefer indents too


They seem to be quite okay with oneliners, have you not noticed ?


To weed out programmers who don't indent.


identation should be something the compiler does not care about


We write for humans, not for compilers.


then let humans do linting the way they like. there is not one kind of human out there.


I never understood this.

What kind of special whitespace requirements do people have?


I like significant invitation, but I still wouldn’t choose it if I was designing a language today.

Functional-style programming has become much more popular since Python was designed in the 1990s, and there doesn’t seem to be a good way to have Python-like significant indentation and also support true anonymous functions.


True anonymous functions has nothing to do with indentation, ML derived languages are also indentation based.

Guido doesn't want them in the language, as simple as that.


Haskell has significant indentation and anonymous functions.


Haskell's significant indentation is, in my experience, much worse than Python's at fading into the background by matching what you would have done anyway.


As I understand it, Mojo’s goal is to be able to match state of the art performance for parallel algorithms and be able to use the exotic GPU hardware. A functional style is not necessarily productive in that context.

One interesting PL concept they implement are linear types https://mojolang.org/docs/std/traits/anytype/AnyType/


Scala 3, F#, CoffeeScript, Nim, Haskell, Elm, PureScript...


Like with array base indexes, there are plenty of languages that start with something other than zero, and many that use indentation, including a few well known in hacker circles, Python isn't alone.


It's really not that bad


When has it ever been an issue in use?

People complained about this in 1999 but then I used it and it's never mattered.


It’s an issue when generating python, I can tell you from experience. It’s also a pain to not be able to safely rely on an auto formatter


Every python developer I know uses an auto formatter today, and never needs to think about it (ruff, black). It's not ambiguous and is immediately visible if something has the wrong indent.

(On other projects, I often wish other languages had formatters as good and standard as the Python ecosystem. I have many complaints about Python but whitespace is just not a problem I've seen)


Today and forever, I was using ActiveState IDEs back in the day, I started using Python in version 1.6.

Also it isn't the only one, many ML derived languages also use indentation, including the famous F#, Standard ML, OCaml, Haskell,....


You missed the point. I’m well aware python has formatters, I use them and implemented my own. The point was that when generating/manipulating python code you cannot just generate in whatever format then run a formatter. you need to carefully keep track of the exact indentation at place where the code in written


Fair. That is a very slight friction on what is quite a small niche, though (compared to the wider ecosystem of developers). And most that need similar will use AST or runtime construction.

The trivial kind of raw source generation is still trivial, but I'm guessing you're doing embedding/templates or something?


It’s definitely niche!


If I were doing this, and the code generator was itself in Python, I'd probably use ast and/or tokenize to avoid having to manipulate literal whitespace.


Python's significant indentation does have real costs, but they mostly don't affect experienced programmers working on real codebases in real editors or IDEs. Rather, they are things like, it makes the REPL more cumbersome, and newbies sometimes find that code they copy-paste from the Web mysteriously fails to work.


Have you never tried to paste python code from the internet into an editor? At least half the time the indentation is screwed up and I have to go in and figure out manually where to put the spaces in. Indentation gets screwed up by pasting in other languages too, but with those I can generally tell the editor to reindent and it can because the information is included in the source code.


Get a better editor! Yes if your tools suck, things suck. So get better tools.


I've tried them all - vim, emacs, vscode, etc. They all fail in this regard not because of themselves but because significant whitespace is a terrible idea which nearly every programming language avoids.


the solution is the same - you tell the editor to paste with an indentation adjustment


Significant indentation is why people love python. Can 2 billion people be wrong?


yes


I could get started about religions now...


yes the majority is often very wrong


I mean, it feels like "Python, but aiming at a completely different vertical that values native compilation and a borrow checker"? Which is not quite the same thing


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