they also screwed up Linux before they did that on windows.. The problem here is they are a spyware that pushes whatever code they want to your (precisely your company) devices without test etc. It's just a matter of time for it to blow up.
Inventions with market value are protected by trade secrets and only trivial and tedious part are patented around this true secret. In that case, nobody knows the true secret by reading you 1000000 patents. But, if they independently invent it again, some methods involves in this process can easily violate one of the 1000000 patents.
They could have AMD provide a compatibility layer for the GPU (although this might be a bad idea), but implementing an AMD compatibility layer on Intel/NV clearly seems like an even worse idea.
But at least you might be able to run the already compiled shaders in compatibility mode?
Horizon Forbidden West was ported from PS to PC. Decima is an engine from Sony’s first-party studio, so it's understandable that their development process would lean more towards PS's internal architecture rather than the more common GPUs on the market. Of course, even general-purpose engines can perform better on PS5, AMD, or NV. But, for these engines, they have less information about how customers will use the engines, so there's less infomation can be used to optimize. On the other side, customers using these engines often don’t have enough experience optimizing sufficiently for each platform. None of this is absolute, but I think this logic is reasonable.
For game developers using these engines, if they take optimization seriously, they typically make adjustments to lighting, LOD, loading, and model details or shaders on console platforms to achieve a similar visual effect while meeting the targeted performance goals. This is why you usually get better performance on a console at the same price point compared to a PC, aside from the subsidies provided by Sony.
You don't actaully need any fancy wrapping.. just open https://script.google.com/ you can already access all google's APIs + you will be able to integrate your sheets with your gmail (send email), calendar (you can modify the calendar when the sheet get changes), create pages, allow inputs from form and etc..)
The problem with that is the sheet will not have any .. transaction based ops like a real database so for example you want to lock certain resources.. you may fail..
Sounds like clean room, and if you can do that for GPL code, you can also do that for proprietary code, which is fair in a sense. Or maybe the question is whether you can re-label the code so written as GPL or MIT ......Or, you should let GPT pick a license that it likes.
It is not think that improves security as an attacker does not need to read the executable code (remotely) to find the gadget or attack.
More precisely, it is unreliable to rely on the confidentiality of such static information to achieve security.
Calculus (Derivative and definite integral) is taught in some areas, It's elective 2-2. It does not involve Limit although number sequence is taught.
My province, the NCEE had Calculus, linear algebra and inequality and it's choose two from three.
Students tend to choose this (if it's availble in that area) because it's generally easy.
And if you're like me, not good at computing numbers, you would choose inequality (mean inequality and Cauchy's Inequality in most cases) as you only need to do some transformation to the problem.
Some students will do matrix if they cannot solve this quick enough.
These were my experience, I do heard that recent education revolution was moving inequality to compulsory but removed Cauchy and so on.
BTW, I don't understand how analytical geometry can be replaced by calculus and linear algebra.
To be fair, banning for-profit school hurts the tax from these corporations since they cannot make profit from this. That's the goverment cost of the policy.
1. The total amount of knowledge within primary education is limited.
2. Tutoring schools are not extending students knowledge, it simply intensify the competition by giving students extra pratices and instruction so they can make money from it.
3. Students are not benefit from it, as theirs absolute ranking stay unchanged, if not decrease because their family cannot afford tutoring.
4. Will it immediately alleviates the pressure and anxiety for parents? No, as long as the supply of desired works limited. And the overall social efficiency unchanged. But it does try to solve the immediate problem of out of control involution in the competition and maybe do some good for students.
So.. I can see that this ML model is generating some code exactly same as the original dataset, which definiately a problem. A defect model, sure.
Beside that, I cannot understand why the overall idea, using open-source project to train a ML model that generates code would ever be a problem. We human beings are learning as the model, we read others code, books, articles, design patterns... and it becomes part of us. Even the private code, I mean like you join a company, you read their codebase, methodology and it becomes something yours. Copyrights generally not allow you to "copy" the original, but you can still synthesize your own code -- cutting, combination, creating based on whatever you have learnt.
The method of how a ML model works is differ from human brain for sure, but I cannot see why this would be a problem, or why an organic would become something superior that what they do is a creation and a ML mode is scraping your code. What is the difference here????
And also recently we saw GPT that generates articles, waifulabs that generates ... waifus... to be honest I cannot perceive the difference since all of them are "learning" (in a mechanical way of human created knowledge.