1,681 karma · joined February 13, 2023
(Ex-CG/VFX renderer dev)
"Carter Leffer only directed GPT–6 Astra to see if it could break any of the unbroken Enigma messages published on the Crypto Cellar Research web page."
Seriously? Categories of types maybe, but literal types it's more than that.
Even closures allocate if they need to capture their environment.
Sometimes using a global one isn't the best thing (it's often a good idea to specialise base on allocation size, reuse and lifetimes), but I've used them quite a bit in C++ over the past 16 years doing HPC for graphics, rendering and simulation, so calling them only useful for "toy problems" likely shows you just haven't found a need for them in what you've been doing.
What does that mean?
The only thing previously stopping them holding the strait "hostage" was the threat from the US of doing an "Operation Praying Mantis v2" and destroying their navy and attacking them.
And when the US did that anyway, they had nothing to lose.
> The data model is defined using a custom format .rmodel based on the ddkit > framework (rmodel-api).
> Please note that the .rmodel data model is for documentation purposes only and > does not reflect the actual interface used on the communication layer. Network > communication is only possible through the provided libraries.
What other protocols and systems were you thinking of that can provide (depending on broker) hard-realtime delivery that can be used in safety-critical systems?
Weird as well, it's clearly pulled out some 1884 patent on clock designs, and a quick ddg/google doesn't show it as anything to do with grandfather clocks.
Mathematics is being used as a benchmark because there are some high-profile awards in this area I guess, and possibly because 2/3 years ago LLMs were pretty atrocious at it so the level of improvement has been significant.
The body shapes and cases seem to change each year anyway now, so it's not like people get to re-use cases that much anyway...
Wish I'd got the biggest storage size when I bought it though :(
The announcement specifically says 4.1 Pro will be released in the future.
It does it for me if I use a VPN (Mullvad) - if I don't use a VPN then I haven't noticed I get them.
But yeah, very annoying.
That's not "exclusive". The "pixel" is the exclusive bit.
Maybe that can be reverse-projected back to something like a coordinate (if you know the distance), but it's not the same thing.
I assume they're using agents to sort through all the slop?
The first column has both the Hy4 and Hy3 scores overlaid on one another (Hy4 is darker blue and the taller one), with both scores written below the top of the respective bar - maybe you're seeing that?
That's due to the need for ultra-fast memory and inference compute, it's not the same thing.
Like, I get there are other features they have, and things like history, but I don't think it's quite the same.
Isn't most (not all) of the LLM's resources stateless compute to a large degree?
(Not defending MS at all though, I currently can't create a PR on the required branch for my work (won't load the branch list) and their availability is really bad recently).
If you want to leave it running with the fans going crazy for 40 mins or overnight or something, fair enough, but otherwise it doesn't seem worth it to me. It's certainly not "interactive", even taking into account the over-thinking it does by default.
The 3.6 (maybe they'll release a 3.8?) MoE model is much more usable (but obviously not as good) on this machine spec.
Any examples of this?
Flash makes a lot more initial mistakes, and then has to re-check stuff, and produces much more output compared to Pro. It often gets to the correct result eventually, but the output volume is often 5x more than for Pro, and the initial outputs are often wrong, with the first few saying something wrong (like there's a bug, or the code won't compile when it does), and then saying things like "Wait, let me re-check:", or "Actually, looking at it more carefully:" and then it thinks a bit more and eventually gets to the right answer.