With the way current LLMs operate? The short answer is no. Most machine learning models can learn the probability distribution by performing backward propagation, which involves “trickling down” errors from the output node all the way back to the input. More specifically, the computer calculates the derivatives of each layer and uses that to slowly nudge the model towards the correct answer by updating the values in each neural layer. Of course, things like the attention mechanism resemble the way humans pay attention, but the underlying processes are vastly different.
In the brain, things don’t really work like that. Neurons don’t perform backpropagation, and, if I remember correctly, instead build proteins to improve the conductivity along the axons. This allows us to improve connectivity in a neuron the more current passes through it. Similarly, when multiple neurons in a close region fire together, they sort of wire together. New connections between neurons can appear from this process, which neuroscientists refer to as neuroplasticity.
When it comes to the Doom example you’ve given, that approach relies on the fact that you can encode the visual information to signals. It is a reinforcement learning problem where the action space is small, and the reward function is pretty straight forward. When it comes to LLMs, the usual vocabulary size of the more popular models is between 30-60k tokens (these are small parts of a word, for example “#ing” in “writing”). That means, you would need a way to encode the input of each to feed to the biological neural net, and unless you encode it as a phonetic representation of the word, you’re going to need a lot of neurons to mimic the behaviour of the computer-version of LLMs, which is not really feasible. Oh, and let’s not forget that you would need to formalize the output of the network and find a way to measure that! How would we know which neuron produces the output for a specific part of a sentence?
We humans are capable of learning language, mainly due to this skill being encoded in our DNA. It is a very complex problem that requires the interaction between multiple specialized areas: e.g. Broca’s (for speech), Wernicke’s (understanding and producing language), certain bits in the lower temporal cortex that handle categorization of words and other tasks, plus a way to encode memories using the hippocampus. The body generates these areas using the genetic code, which has been iteratively improved over many millennia. If you dive really deep into this subject, you’ll start seeing some scientists that argue that consciousness is not really a thing and that we are a product of our genes and the surrounding environment, that we act in predefined ways.
Therefore, you wouldn’t be able to call a small neuron array conscious. It only elicits a simple chemical process, which appears when you supply enough current for a few neurons to reach the threshold potential of -55 mV. To have things like emotion, body autonomy and many other things that one would think of when talking about consciousness, you would need a lot more components.
I got NFS Most Wanted (2005) working in Wine, and was somewhat impressed how easy it was at the time. Game worked quite well, and would only crash once in a while with some cryptic errors that I don’t remember. Made me hopeful for the future of linux gaming :)
The Framework 13 inch model should be plenty, especially if you want to dev on the go. Much more lightweight and smaller, and you can connect it to external monitors if the screen size is not big enough. Also, you shouldn’t have issues running Linux on either laptops.
Instead of going for the 16 version, I would use the extra 900-1000 euros (that’s the amount I saw I could save between the two almost maxed-out models) to make a dedicated server or mini-cluster to run your workloads. Deploy Kubernetes or Proxmox on it, and you’ll also get some more practice on it outside work if you want to run stuff for your home lab. That is only if you don’t want to game on your laptop, but I’d still put that money aside to make a desktop.
Cheats nowadays don’t even need to run on your machine. You can get a second computer that is connected to your computer via a capture card, analyze your video feed with an AI and send mouse commands wirelessly from it (mimicking the signal for your USB receiver).
These anti-cheats are nothing more than privacy invasion, and any game maker that believes they have the upper hand on people that want to cheat are very wrong.
Opening up anti-cheat support for Linux would at least make them more creative at finding these people from their behaviour, and not from analysing everything that’s running in the background.
It’s amazing that Linux gaming is becoming a thing that’s better sometimes than Windows gaming (minus the getting banned part in some games). I also like that AMD is making some big pushes on open source drivers, plus their ROCm open-source alternative to CUDA.
This is a great time for Linux users! :)
Same. It sucks that most banks wouldn’t jump on this train :(
What a stupid article. It’s like saying “stop using electric vehicles because you can’t use gas stations”. I don’t understand why he’s so adamant about this? It’s not like Wayland had about 20 years of extra time to develop like X11. People keep working on it, and it takes time to polish things.
The card reader should work, but the fingerprint sensor might not. However, looking ath the Ubuntu link you’ve sent, the only thing not working properly would be the GSM system? I doubt you need that, though.
I can’t seem to find more details regarding the fingerprint sensor manufacturer here… I’ve previously had issues with Goodix, which only makes it’s drivers available on Windows. However, some people managed to reverse engineer the drivers and made some available on Linux. You can see if your device is supported here, but you will need to know the hardware ID of the sensor first.
As for Microsoft Pluton, isn’t it just TPM? If I’m not mistaken, I heard some time ago that it could be disabled in the BIOS. Don’t take my word on that though.
You shouldn’t have any issue running Linux on ThinkPads. The recommended requirements for Fedora would be:
The only issues one would face in general with laptops are drivers. For example, some laptops have fingerprint sensors, which don’t always have a Linux driver counterpart if they’re built with Windows use in mind. Since your laptop doesn’t have any extra things, it should work just fine.
It’s a cooling block for the GPU, and apparently it can knock off up to 20 degrees. However, it is crazy expensive, like 900$.
You can do it here too! Just tag @remindme@mstdn.social
:)
That’s good to know! The format overall was nice. They got a few questions wrong, but the users seem to provide the correct answers in the discussion.
I’d pay, but I’m not really in a position to do it right now. Also, I can’t justify doing it for only a single exam, when the price for a month is 40$, and I only need it for one day haha.
I also recommend Librewolf. It’s very good at what it does. They also have a list of recommended addons to enhance your privacy.
That is good to know. Tried the free version of Roll20 before, and it definitely felt lacking in certain areas. Oh, and thanks for letting me know about the sale! I’ll definitely keep an eye out for that one :)