Rebranding a Markov Chain stapled onto a particularly large graph
Could you elaborate how this applies to various areas of AI in your opinion?
Several models are non-markovian. Then there are also a lot of models and algorithms, where the description as or even comparison to Markov-chains would be incorrect and not suitable.
The level of your argumentation:
Are you a firefighter or a medical doctor? If not, you’re obviously in favour of fires, death and disease.
Why aren’t you donating all of your stuff to homeless people? Or are you happy all those people don’t have a home?
Why aren’t you saving the world already???
You know, demanding change and maybe showing some sort of protest does not mean you need to do those things exactly as you would like to see them, especially if those efforts wouldn’t change anything on the larger scale and rather lead to a bunch of problems in your life.
Where do you get this attitude that everything should be provided to you for free and you’re entitled to it?
From (non-capitalistic) utopic ideas, where humans try to be excellent to each other.
And on the flip side, when you’re not spending much money, you’re being accused of ruining the economy. Especially if you like avocados.
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Communism is an idea. Just as capitalism is.
What fucked up things people do with that is an entirely different problem.
You can have an oppressive communist regime. You can also have an oppressive capitalistic regime. Both could be really good and beneficial for everyone.
Heck, even a dictatorship could be a good governing system given a wise and benevolent dictator who has the best of all in their mind.
The problem with all of these economic, governmental and societal systems are humans. All of those systems require a specific set of properties from humans in order to work well. The problem is, that not all humans meet those requirements. There is no system which takes humans as they are, with all their good qualities and all of their faults, to get the best out of humanity for humanity.
From an engineering perspective, this is really stupid. But it’s immensely difficult as well. There are no simple solutions to the complexity of humans and their interactions. Which is why systems with self-correcting mechanisms might have an advantage. For example, democracies. However, those too have many pitfalls to address.
Point is, communism is not inherently bad. It can be good, if no one exploits it. Even capitalism can be good, if no one is greedy and exploits others. There’s a lot of ifs. Improve the system or change it. Whatever might be better. But I don’t think it’s as simple as blaming it all on one core idea of a system itself, rather than to look how badly it was implemented.
If we’re speaking of transformer models like ChatGPT, BERT or whatever: They don’t have memory at all.
The closest thing that resembles memory is the accepted length of the input sequence combined with the attention mechanism. (If left unmodified though, this will lead to a quadratic increase in computation time the longer that sequence becomes.) And since the attention weights are a learned property, it is in practise probable that earlier tokens of the input sequence get basically ignored the further they lie “in the past”, as they usually do not contribute much to the current context.
“In the past”: Transformers technically “see” the whole input sequence at once. But they are equipped with positional encoding which incorporates spatial and/or temporal ordering into the input sequence (e.g., position of words in a sentence). That way they can model sequential relationships as those found in natural language (sentences), videos, movement trajectories and other kinds of contextually coherent sequences.
Today on the internet: Fun with spherical geometry.
Is it?
I’m with you on the opt-out vs. opt-in part. That’s not a nice move. Regardless of that, Firefox is still the best choice. I hope they will continue to improve.
I’ve read the announcement. Sounds reasonable and sufficiently private to me. So saying “Mozilla wants your data” sounds misleading and like an overreaction to me. Also might help to mitigate the arms race in privacy protection versus tracking for ads and worse stuff.
Mozilla is definitely going to try more scummy crap like this in the future.
How do you know that?
Even if, there will still be alternatives. But right now, Firefox is the best browser with regards to privacy and security. It even passed minmum ratings by the german IT security authority, contrary to other widely used browsers.
You can easily look them up using a search engine of your choice. But I understand the lazyness.
*global IT outage shows dangers of monopolies.
What doesn’t it play?