Inufu

6 ms·

1.
by Inufu 11mo ago
For EU / UK: https://geizhals.eu/?cat=hde7s&offset=0&sort=r&hloc=at&hloc=... Works for an amazingly large set of products!
2.
by Inufu 1y ago
In that case the CLI only needs to import the plugin that defined that sub command, not all plugins?
3.
by Inufu 1y ago
Author here. The standard way to do this is Reinforcement Learning: we do not teach the model how to do the task, we let it discover the _how_ for itself and only grade it based on how well it did, then reinforce the attempts where it did w
4.
by Inufu 1y ago
Well, growth has been on this exponential already for 5+ years (for the METR eval), and we are at the point where models are very close to matching human expert capabilities in many domains - only one or two more years of growth would put u
5.
by Inufu 1y ago
Author here. The argument is not that it will keep growing exponentially forever (obviously that is physically impossible), rather that: - given a sustained history of growth along a very predictable trajectory, the highest likelihood short
6.
by Inufu 1y ago
Yeah exactly! It’s likely that it will slow down at some point, but the highest likelihood scenario for the near future is that scaling will continue.
7.
by Inufu 1y ago
> You don’t have to randomize the first part of your object keys to ensure they get spread around and avoid hotspots. Sorry, this is absolutely still the case if you want to scale throughput beyond the few thousand IOPS a single shard ca
8.
by Inufu 1y ago
It means you can for example no longer do things like get multiple disjoint references into the same buffer for parallel reads/writes of independent chunks. Or well you can, using unsafe, Arc and Mutex - but at that point the safety gu
9.
by Inufu 1y ago
Requiring ownership transfer gives up on one of the main selling points of Rust, being able to verify reference lifetime and safety at compile time. If we have to give up on references then a lot of Rusts complexity no longer buys us anythi
10.
by Inufu 1y ago
You can use Claude Code with your own API key if you want to use more tokens than included in the Pro / Max plans.
11.
by Inufu 3y ago
AlphaZero did not run game logic on TPUs (neither chess nor other games), implementing it in C++ is more than fast enough and much simpler. TPUs were used for neural network inference and training, but game logic as well as MCTS was on the
12.
by Inufu 4y ago
This is not a fake imitation, it's steaming results live as they are being generated by the model.
13.
by Inufu 4y ago
The 12 bit part refers to the colours being specified using three hex letters.
14.
by Inufu 4y ago
Yes, parameters are usually stored as float32, activations as bfloat16 or float16.
15.
by Inufu 4y ago
On many natural language tasks there can be significant overlap, making it difficult to judge performance. That's why I like more complex code generation tasks such the dataset we used for AlphaCode.
16.
by Inufu 5y ago
Efficiency is the main concern for a fusion reactor! We've known how to produce fusion reactions for a long time, the difficult part is to generate net energy.
17.
by Inufu 5y ago
Yes, this is how you increase prosperity (see: agricultural revolution, industrial revolution, etc). You can now create more with the same number of people.
18.
by Inufu 5y ago
I agree, I expect programmers will just move up the levels of abstraction. I enjoyed this recent blog post on the topic: https://eli.thegreenplace.net/2022/asimov-programming-and-th...
19.
by Inufu 5y ago
Best viewed on a larger screen :)
20.
Show HN: AlphaCode Attention Visualization(alphacode.deepmind.com)
2 points by Inufu 5y ago|1 comments
21.
by Inufu 5y ago
If you are interested in this topic, I recommend "Crazy Like Us" by Ethan Watters - it describes how mental illnesses get exported by media coverage and cultural attitudes from Western countries, and how cultural expectations shap
22.
by Inufu 5y ago
This looks great, thank you for the hard work! Have you considered to also expose this information in an interactive web interface? Using a zoomable timeline view ( https://www.tensorflow.org/tensorboard/tensorboard_prof
23.
by Inufu 5y ago
Doesn't sound too different from the diet a lot of humans eat ;)
24.
by Inufu 6y ago
The author keeps referring to the "PSPACE" complexity of chess and Go in the context of AlphaGo; this is incorrect - these games are only PSPACE for arbitrary large board size N, at fixed board size as actually used by humans and
25.
by Inufu 6y ago
This sort of approach is known as Genome Wide Association study, finding the correlation of hundreds or thousands of genes that will predict a trait: https://en.wikipedia.org/wiki/Genome-wide_association_study If you a
26.
by Inufu 6y ago
If you've made your own MuZero implementation, please let me know and I'll be happy to link it from my blog post :)
27.
MuZero: Mastering Atari, Go, chess and shogi by planning with a learned model(twitter.com)
4 points by Inufu 6y ago|3 comments
28.
by Inufu 6y ago
JavaScript can parse binary serialised protobufs.
29.
by Inufu 6y ago
I built (at Google) a prototype system in Go, then rewrote complete in C++: - Go was too slow and GC too much overhead (real time analytics) - Error handling and propagation is insanely verbose in Go, the C++ actually was more concise - lac
30.
by Inufu 6y ago
What value does adding the real name of the person to the article bring to you, the reader? Would you interpret it any differently if the name was different? Seems like a pretty clear cut case for not mentioning the name.

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