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Could you explain how the probabilities are computed for an online/essay excerpt? My understanding is that the probability for the next token is given by all previous token. Given that online the (system + user) prompts and the possible previous turns will almost certainly not be included how can the probabilities be accurate?


10000?

Wait until you meet pip and liberal requirements.txt


And then you encounter packages with `setup.py` that generates a random list of dependencies on each run. You can't know the dependencies without running code.


Thank you very much. It becomes just a little bit harder. Yes at some point I'd like to improve the visual around the river sprites. Maybe even adding some shader to make water water


You have a great build up for an argument but why this conclusion?

At some point who should be doing ethics? Lawyers? Computer scientists? (I'm not asking ironically, who really is well placed to make population level and extremely though questions like balancing the protection of the few against a global important health interest/gain?)


Presumably, a reasonably repræsentative cross section of society. So my cop out answer is "all of them, plus the stay at home mother, the farmer, and the lumberjack"


Sure, but is there any evidence that psychology and for that matter, any animal intelligence, is anything more than linear algebra?


I think the main problem is whether intelligence is a computable function (or at least approximable by ones, like AIXI is), and then whether it's of the form that NNs implement (linear algebras plus sigmoids and all that jazz).


I think it should be shown that intelligence is linear algebra. Not that it's not linear algebra. Russell's teapot etc.


Well sure if you want to actually be right. If you just care about looking right rhetoric might be a better fit.


How is a data center defined? Is a small business dedicating a room to server racks a "data center"?


The law defines it as (approximately) anything connected to a public utility that has more than one megawatt of computing power.



With the change to only five days of being publicly traded requirements, incentivising market makers to keep a high valuation becomes very cheap.

After five days the index funds have to buy at the last price making it final.

In other words even if the vast majority of the market believes it's worth much less, they can force a high price and force basically everyone to hold it via retirement funds.


Yes exactly what I said - you can take issue with how it was included, but if inclusion == force then you're also forced to buy Dell, Apple etc.


But Dell Apple etc were included when stronger requirements were in place.

Comforting the passive investor that the market would have had time to react and to force a lower valuation before their inclusion in the index


Yes they should have stick with the naming convention.

google/gemma-4-31B-it-ass


is it still a useless model if, say, you can run it at (prompt+output)*24/s and use it to make executive function decisions?


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