Not talking about VRAM or unified memory. Regular DRAM.

There's been a lot of advancement recently on how to best manage MoE expert swapping (FreeToken is just one example).

IMO buying and selling are a matter of gambling on which way you think other people gamble.

How are you connecting to Slashdot from the year 2024?

If you have ~128 GB of RAM, consider Qwen 3.8 Flash + Freetoken. You'll only get half the tok/s as 27B but the quality is significantly higher than 27B - it beats it solidly in all compared benchmarks (for example, DeepSWE 1.1: 42,2% vs 58.7%).

Grok is a "discount model". It's cheaper than Claude Sonnet yet better than it. Doesn't compare to Fable or Opus, but then again, they're way more expensive models.

Note: I avoid using Grok - not just for the Musk factor, but because there are better options, e.g. GLM-5.3 and Qwen-3.8. Also, if you really want to save money, GLM-5.3 Flash and Qwen-3.8 Flash are amazingly good for their price range.

I know what .rar and .gz are. If .lz is something similar, maybe dark matter is a compression artifact.

I'm sure that hopping on the AI bandwagon will fix everything.

The fact that it makes a big cloud around a galaxy or cluster rather than collapsing puts a lot of constraints on what it can do.

For more info, you'll have to go to someone who knows more about it than what I've read on science-news websites.

Dark energy is a real puzzle. As I understand it, it's too weak by a factor of 10^30 or 10^60 in comparison from what we should expect the known vacuum energy would cause. You see this mentioned very occasionally, but most treatments of DE that a layman runs across just ignore it in favor of wringing their hands over some issue that is trivial in comparison.

Some boffin cam up with that idea, but they rule it out because DM apparently doesn't interact with itself (very much) other than by gravity, so it can't clump up tight like a star or a planet or a living thing. (Something to do with shedding energy, IIRC.)

But it's a cool idea. If I were a novelist I'd run with it.

Sure? I've had PV on my roof for the past year. 430W nominal panels. Problem is most of them point east and some of them point west, because the orientation of my house, and the ones that point west are shaded the later half of the afternoon due to trees. Despite the sub optimal orientation, they average about 2kwh daily when the sun is shining.

I'm in lower NY where we have like... weather and stuff, y;know? I'm sure they'd do a lot better in California with better orientation. Full sun for 5 hours a day on average is not unreasonable.
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Problem is, you still have to go get it. My own house still has copper POTS lines connected to it that haven't been used in twenty years or so. Do they contain valuable copper? Yes. Is worth someone's time to tear down the wires, strip the insulation, and recycle the remaining copper? Maybe not, unless they're a desperate junkie.

They will not work in a power outage, because that would mean it could feed power back into a downed electrical grid which is how people get killed. It's also extremely illegal for that reason.

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The payback for these types of systems is like 3-6 years depending on circumstances.

A single 400W panel with microinverter should handily average 2kwh daily as pong as it's pointed in vaguely the right direction. In California that's reducing our electric bill by over 60 cents a day just for power costs, not including avoided taxes and fees. Doesn't sound like much, but at $400 "installed" it's paid for itself in well under 2 years. After that, basically free money as savings to the tune of like $20/mo.

And you can take it with you.

I'd say it's a no-brainer if you have a place to put it, but if you're actually opposed to the concept you might actually not have a brain.
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I get paid for my excess solar. Not a lot, mind you, and only once a year, but they still cut me a check if my net balance is negative.

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