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Obsession with triangles so the GPU can show millions of polygons on a webmap.

As far as I know Apple also does not own "i" or McDonalds owns "Mc".

If you're creating a Burger called McSomething or a device called iWhatever it does not feel like "paying homage" to Apple/McDonalds, it feels more like copying and trying to capture some audience from this bigger player.


Really trying to think about it, and I can't name a single product from Alphabet or Google that contains "alpha"

That's because Google Deepmind has consistently used AlphaSomething for their scientific models. Not for their consumer models which are Gemini, but their models which are more cutting edge and specific to niche problems.

Let's list them!

AlphaZero, AlphaGo, AlphaFold, AlphaGenome, AlphaEarth, AlphaGeometry, AlphaProteo, AlphaTensor.

There are some revolutionary models in there. Especially AlphaZero and AlphaFold. AlphaFold even won a nobel price in 2024.


Ah, I see, Ireland and McKinsey are trying to copy and capture McDonalds audience. /s

Yes, you said burger, but also AlphaNIST is not a technology conglomerate holding company. And the term Alpha is not at all used in their products. It's neither Alpha Phones, not AlphaGemini, nor is Google called Alpha. More than that Alphabet is never shortened Alpha.


I would strongly argue against that. I would argue that Google Deepmind has consistently used AlphaSomething for their scientific models. Not for their consumer models which are Gemini, but their models which are more cutting edge and specific to niche problems.

Let's list them!

AlphaZero, AlphaGo, AlphaFold, AlphaGenome, AlphaEarth, AlphaGeometry, AlphaProteo, AlphaTensor.

There's a reason why so many people in the comments here thought that this was a model from Google.

Edit: Just looked through Wikipedia. Here's a few more: AlphaProof, AlphaDev, AlphaEvolve, AlphaStar, AlphaChip


AlphaStation (oh no, that was DEC).

Alpha Centauri (oh no, that's the star system).

Alpha-gal syndrome (oh no, that's the allergy to red meat you can get from being bitten by a tick).

Alpha-bits (oh that's the breakfast cereal)

Alpha course (oh no that's the thing for if you're Anglican and still want to feel like you're in a cult)

Alphabetti Spaghetti (actually I think that was Google Deepmind probably)

....


Got any in a single category which all start with Alpha and named by the same organization? Say something like... I don't know... Deep learning models published by Google?

If there's 10 breakfast cereals from the same company all starting with Alpha, I would give you some credit. But like this I don't even know what your reply is trying to tell me.

I honestly feel like I am taking crazy pills here.


OK I'm telling you that I'm not as keen as you are to cede every possible name that starts with "Alpha" to Google.

And to answer your question directly, DEC had a whole series of things called "Alpha". eg AlphaStation family of workstations, the Alpha AXP series of processors etc (alpha 21064, alpha 21164, alpha 21264, alpha 21364).


You've supported them for all of "checks git history" 2 days!

What a track record!


Still better than your assumptions.

Can JPEG be a vision model?


R really is/was the superior traditional data science language. Python ecosystem is slowly catching up though.

ggplot vs matplotlib

dplyr vs pandas

And I loved that everything in RStudio was so easily inspectable. Have a huge dataframe? Just look at it right in your IDE.


Altair and Positron should be just as good for your Polars @ Python needs. With software like Marimo notebooks and VegaFusion, Polars/Python experience starts beating R by quite a substantial margin.


How do you make beef and milk more sustainable? I'm honestly wondering. To me it seems similar to saying: we can make coal power plants more efficient. Equivalent to more "efficient" (however you want to define that) forms of animal husbandry.

It doesn't change the fact that you're still burning coal, while you could be putting up solar.


The goal isn’t to burn coal, it’s to generate electricity or heat, so make the alternative ways better and you win.

Your force people to stop heating their homes they’ll revolt. You give them a better alternative they’ll take it.

> How do you make beef and milk more sustainable?

This is the right question. And is being answered, along with other improvements in farming. I have no idea about the specifics, as I’m not a farmer.

https://www.sciencedirect.com/science/article/pii/S002203022...

https://discoverwildscience.com/the-dutch-are-growing-floati...

Far too many so-called environmentalists are far more concerned with stopping life rather than practical methods to reduce and eliminate harm, and they get ignored - and worse fought back against.

“If you build a solar farm generating 100MWh rather than an ethanol farm generating 50MWh that’s bad because the it’s a supper slope to banning beefburgers”


Or Buschenschank in Styria (where you traditionally don't get warm food, only "Brettljause")


Buschenschank In Vienna too. Nussberg is my favourite place to be.

Heuriger in Vienna are permanent buildings and can serve warm food and drinks other than wine and may open all year round.


I thought you'd mention plant poaching. Which is just evil.


Just an aside: I'm a researcher trying to classify forest disturbance types from satellite imagery.

The Landes Forest which is currently burning is really interesting in that you have all 4 of the major European disturbance types there: Human clear cuts, storm damage, large scale insect infestation and fire.

Most other forested areas in Europe only have two or three of these. For example most of the Mediterranean does not have meaningful amount of storm damage.

Just shows how badly suited the Landes Forest with its current forest management is in todays climate.


The Landes Forest is a human disturbance.

The whole damned thing was planted in the 1850s as an enormous pine plantation.

Same thing as drives wildfires in Portugal - maritime pine (and in Portugal’s case eucalyptus). Vast, dense, barely managed pyrophytic monocultures. The problem isn’t poorly managed forest, it’s the forest, period - it shouldn’t be there.

https://en.wikipedia.org/wiki/Landes_forest


Yes, the same problem exists in the north of Spain. They long ago cut down native forests to plant vines and farm cattle, but once that ceased to be profitable they replanted it all in monoculture pine and eucalyptus.

Where native forest (oak, chestnut, hazel, etc) remains, we don't have major fires. They are finally experimenting with planting firebreaks of native species in some areas, which has been quite effective at halting the spread of fires. But realistically, we need a huge government investment to get rid of this monoculture entirely.


> Where native forest (oak, chestnut, hazel, etc) remains, we don't have major fires.

Not really. It helps, but it is not a perfect solution. It did not prevent the massive wildfire near Fontainebleau, for example.


> It did not prevent the massive wildfire near Fontainebleau, for example.

That's a pretty great example in the opposite direction, as Fontainebleau today only contains isolated pockets of protected old-growth, and the rest has been systematically converted over the last ~150 years to highly flammable pine trees...


Yes, I'm well aware that Landes naturally should be an extensive sandy marsh.

With how natural forest disturbances are more and more starting to affect the plantation, it proves to be seen what the response will be.

The thing is that it is an incredibly productive forest (only in terms of biomass). So now there's a bunch of capital riding on it which will have a vested interest to keep it productive.


>Yes, I'm well aware that Landes naturally should be an extensive sandy marsh.

No, it shouldn't. It used to be a forest but was cut down by firewood and sheep grazing.

Stop with the "return to nature" fallacy. With how things are going, even "natural" forests are going to burn down.


Ah, I thought that was the main vegetation present beforehand? What kind of forest was it before it was cut down?


A mixed forest with oak, beech and the like, as you can find higher north. But that was during the middle ages' European "little ice age", when the winters were much colder, and the Thames and the Netherlands froze over. That's also likely the reason why the forest was cut so much to feed fires.

https://daily.jstor.org/climate-canvasses-of-the-little-ice-...


As an aside, N. III's reign seems to have been overall something of a disaster for the French.


To be fair, that's more the Third Republic's verdict than what recent historians have concluded. For sure, Sedan was a catastrophe and the Mexican adventure was worse, but the two decades in between gave France the railway build-out, Haussmann's Paris, the creation of modern investment banks, and even universal male suffrage, which the Republic then kept ([1], [2] & [3]).

In this particular instance, everybody in this thread seems to be forgetting the region where the fires are currently raging used to be very unsanitary swamps before the pine forests were planted. These older wetlands were a major source of disease and misery for the local population. The reason why they only planted pines were because the soil there is poor & acidic. Nothing else grows really. Now of course, this needs to be rethought in the light of climate change, but it wasn't a stupid idea at the time.

[1] The unlikely triumph of Napoleon III, https://engelsbergideas.com/reviews/the-unlikely-triumph-of-...

[2] Napoleon III and the Second Empire, https://www.routledge.com/Napoleon-III-and-the-Second-Empire...

[3] The People's Emperor, https://www.faber.co.uk/product/9780571361304-the-peoples-em...


Thanks. Always good to have a more complete and balanced picture.

I did in fact recently read about the infrastructure works in France (and elsewhere) during that era. (Great read so far: Liaquat Ahamed's 1873: The Rothschilds, the First Great Depression, and the Making of the Modern World)


It’s more nuanced. He massively helped with industrialisation, for example. He was doing ok in his liberal years. But he had different phases and some were better than others.


wow amazing comment. awesome rebuttal or whatever you spell it


Do you happen to know if firebreaks or fuelbreaks are used in some of these forests? Are they seen as effective? Are they costly to set up?

From what I saw online, there are indications that firebreaks do not always work, for instance when embers fly over long distances, carried by the wind, over firebreaks, and start fires on the other side. But I would guess that firebreaks like cleared areas, for instance between settlements and forests, should be able to mitigate at least some of the fires.


They are firebreaks everywhere in this forest, you can see them from satellite images, but the fire can jump, and it's mainly used as a defense line by firefighters. I was in this forest 2 weeks ago and the ground which is layered with pine needles was so dry that it was just a question of time.


Do you not just make them much wider?


Embers can jump kilometers when its windy. At some point it gets kind of silly, no?

Here in Sweden we had a large fire that jumped a lake.


arsonists can walk.


How can you identify large scale insect infestation from satellite imagery?


With freely available satellite imagery you're looking at a 10x10m resolution per pixel.

So basically entire tree stands have to die or crowns have to lose their leafs for it to be detectable form space.

Main insect of concern are bark beetles (ips typographus for spruce, ips sexendtatus for pines) which disrupt the cambium causing a gradual vitality decline until you have dead standing trees. In satellite imagery this is visible as irregular brownish-red patches.

On the other hand there's gypsy moths (also known as spongy moth, Lymantria dispar) which affect the leafs directly, causing large scale temporary defoliation in broadleafed trees usually in the middle of summer.

There's hundreds more insects but few have the capability to cause large scale die-off in trees which are grown in monoculture (pine/spruce/beech).


Interesting. Have you tried back testing your model agains fire data to analyze how well you could predict fire likelihood?


No, at the moment classifying disturbances is only done retrospective. Predicting fire likelihood is its own large area of research.

An open case is more in terms of temperate forests which are increasingly starting to burn, for example in Austria or other central European countries. These tend to be understory fires, which (for now) only rarely catch the crown.

For these fires the tree crown stays green and you can't see any change until later in the year or the next year, where the trees die due to damage the fire did to their cambium and roots. Correctly attributing this later decline to fire damage is a bit challenging.


In this case no, all the water is drained. I don't think meaningful amounts are retained for agriculture.


The pine forest is the agriculture.


Well... Turns out that it went up in flames...


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