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how much did the domain cost?



RIP FireCrawl


wait so are cruise employee RSU's 0 now? XD

where is YC's top tech success now?

Shows that most yc companies are clownshoes who pale in comparison to the tech chops of actual tech companies


why do we need national parks as opposed to state parks? Why federalize everything?


If you'd left them to the states, they'd have mostly been broken apart and sold off years ago, for starters. Especially when they see a budget shortfall.


What leads the national government to make better choices? unlimited budget, less democratic oversight?


Yeah they aren’t guaranteed to survive state budget crises because states can’t print money.


This is a confusing situation then right? Taxation is the government using coercion to claim resources and labor. That's not to say it's evil, but the pool to claim resources from in a given year is fixed. So it's not clear to me it's a good thing that the federal government has a super power in that regard that states don't have. Anyway.. no particular point to be made here.


Not good news for vegans looks like, as top sources of taurine are meat?


Most of the ocean is desert lacking the limiting nutrients of nitrogen, phosphorous and iron. If we can cheaply fertilize large swathes of the ocean with these limiting nutrients in a controlled manner, then this could trigger massive algae blooms that on sinking sequester massive amounts of carbon.


Algae blooms result in de-oxygenated water, no?

(Among other consequences.) https://www.cdc.gov/habs/environment.html


it depends on the context


It doesn't take an unreasonable amount of iron and the sequestering efficiency is 13k:1 C:Fe on a molar basis. https://en.wikipedia.org/wiki/Iron_fertilization


Do you mean rather: 1:13k Fe:C

From that Wikipedia item,

"Each iron atom converted at least 13,000 carbon atoms into algae."


Yes, of course.


Would we have to continually fertilize the ocean? And at whose expense? It'd be great if such an operation could be profitable, but it there's only so much seaweed people can eat.


need more whale poop to keep the fertilization cycle going. https://www.newscientist.com/article/2309262-scientists-want...

https://www.dw.com/en/artificial-whale-poop-could-save-the-p...

and burning Australia is a proven way to generate more plankton. https://nicholas.duke.edu/news/australian-wildfires-triggere....


Unfortunately, fertilizer presently has a large carbon footprint


Many crop fertilisers have that issue, but fertiliser is not only one thing.

One hypothesis is that algae are limited by some single resource which could be gradually dropped out the back of cargo ships as they cross oceans, seeding carbon-absorbing algal blooms as they go.

(I heard about this nearly 20 years ago, so I assume that has either been tested or banned since then…)


I'm thinking mainly about the Haber-Bosch process, which runs on methane, and feeds more than half of the world's animal population.

As mentioned in a sibling comment, it could run on some other heat source, but that hasn't been demonstrated yet on the scale of agriculture.


Indeed, that's one of the main possibilities I guessed you were thinking of; for triggering algal blooms, one of the things suggested was iron. (And given it was immediately going into salt water, ore would presumably have been fine… if the hypothesis was correct).


Can’t fertilizer production emission be compartimentalized?


Fertilizer isn't a singular thing or a hivemind.

Terrestrial ag fertilizers don't have to be produced by fossil fuels.

The Haber–Bosch process used to make ammonium nitrate can be solar powered instead of using methane.

Phosphate rock processing could greenified for a green "green" phosphoric acid wet process.

Potassium from potash is mostly a passive solar evap process.

For seaweed aquaculture, iron sulfate is used because iron availability is the most frequent limiting factor. It's frequently a byproduct of steel production, in much need of greening itself, and produced in large quantities. Volcanic ash is another abundant source.


it depends on the final balance. As mentioned above the ratio for iron is 13k Carbon atoms sequestered for atom of iron.

Keep in mind the vast majority of agricultural yield growth the last century is giving these limiting nutrients as fertilizer for plants, so it is successful and worthwhile for land based farming atleast.


How is your approach different than tf federated or any of the other federated libraries out there?


There are some similarities, but also some differences. Flower's take is that it wants to support the entire FL workflow from experimental research to large-scale production deployments and operation. Some other FL frameworks fall either in the "research" or "production deployment" bucket, but few have good support for both.

Flower does a lot under the hood to support these different usage scenarios: it has both a networked engine (gRPC, experimental support for REST, and the possibility to "bring your own communication stack") and a simulation engine to support both real deployment on edge devices/server and simulation of large-scale federations on single machines or compute clusters.

This is - to the best of our knowledge - one of the drivers of our large and active community. The community is very collaborative and there are many downstream projects in the ecosystem that build on top of Flower (GitHub lists 748 dependent projects: https://github.com/adap/flower/network/dependents).


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