So teams that don't use their challenges, are penalized compared to teams that do use them. Of course, the other side of that coin is, if they use their two challenges too soon, they might wish they hadn't.
Some questionable calls are more important than others. Some would be so important that even a small chance of success would make it worth challenging. Others would need to be nearly certain to succeed to make it a good decision. There's a lot of luck involved in which situations occur.
The Generative AI companies did their thing. It was overall very impressive, even if they massively overstated its usefulness. ChatGPT is a great early demo of this infantile, currently-almost-useless-but-very-promising tech! Now someone simply (heh) needs to get the compute requirements down two to four orders of magnitude.
If companies like OpenAI can (and want to) work on that, great! Or others can build on the work that's been done up to now. I don't think anyone will miss the current companies, though they might currently be employing people who likely have a leg up (thanks to their familiarity with the subject) on addressing the compute resources problem.
But whenever (if ever) it gets done, people are going to run it on their own machines, not your servers and jail. Lock-in has always been, and will always be, an adversarial force to be eliminated by progress. If that means OpenAI's long-term plans won't work out, well, too bad.
Can you use the hardware without any Meta services? Can you use competing hardware with Meta's services? And then beyond just services, can you fully replace the whole software stack?
Any "no"s above will make the utility dubious, such that there's little point in spending much time getting to know the product (except for RE purposes). OTOHs "yes"s will indicate that these types of wearables are starting to become viable.
EVs would be residential, not wholesale, pricing.
Big AI Data Centers would be wholesale pricing.
Credit scores don't reflect how well you are doing. Their purpose is to tell lenders how well they can milk you. It's an indicator of how exploitable you are and many people out there completely miss this fact.
My credit score is well over 800 and I don't see how I'm exploitable. I haven't paid any CC fees or interest in decades, and have no debt anywhere else. But maybe I'm missing something obvious. Can you explain a bit? (serious question).
Nowadays, that cool kitchen cabinet is made in a factory, ordered from a catalog and installed by your carpenter.
Does anyone whose net worth is less than a cool billion hire someone to make a custom cabinet onsite?
I call it a collision.
I don't call it an accident because it is a likely, forseeable consequence.
The problem in California is that private lawyers realized they could sue almost anybody for failure to warn about carcinogen risk. The result was that everybody (both private individuals, companies, and government facilities) stuck a warning on virtually anything. The initial intention of the law was good but very badly worded.
I guess I should clarify. In addition to "just the W2" there's also a monthly, quarterly, or yearly payroll tax report that goes to the IRS, along with a whopping large check for the withholding, as part of normal payroll processing. Different companies do different reporting standards, of course. But they're getting the data a lot more often than you think, just from the money paid in *during* the year, before the return is filed for.
Some people manage by the book, even though they don't know who wrote the book or even what book.