You may be surprised, but there are countries in Europe where gun ownership is relatively wide spread and it just works. Czech Republic for example has it access to guns guaranteed in Charter of Fundamental Rights and Freedoms[1].
One of the reasons why it works, is that there are reasonable conditions. For example, regular health checks, strict registration, passing gun safety examination and, last but not least, not being a criminal. And it works. Despite steadily rising number of guns among people, it is one of most safe countries in the world.
Canada, Finland, Austria and many other countries, prove, that you don't have to impose blanket bans to have a safe country. You just need sensible laws.
That is disappointing. One would say that with all the budget and compute, Google would be able to create something that beats methods from 70s. Maybe we are hitting some hard limits.
Maybe it would be better to train an LLM with various tuning methodologies and make a dedicated ARIMA agent. You throw in data, some metadata and requested window of forecast. Out comes parameters for "optimal" conventional model.
i met an associate working for a particular VC and they were really into time series foundational models. I argued the most of the "Why real forecasting problems break the whole frame" as to why they were wasting their time at that time.
she was totally convinced i was wrong because she was discussing investing with some top and well respected researchers that were really pushing this and wanted to make a startup around it.
i was and am still confused as at all the wishful thinking. then again, sometimes the best time to sell an idea is right before you think it is possible.
This has a lot of potential. Especially if the compiled "code" can be efficiently shared between models of the same architecture. That would easily overshadow LoRa and finetuning in general.
He didn't give lectures at Vatican, not even at the Catholic university close to Vatican, and even Catholic University of America didn't have anything to do with it.
Modding is one of the better ways to get into coding. I myself have fond memories restoring cut content to Fallout: New Vegas.
It's unfortunate that modding support is relatively rare among game developers. Blizzard used to do quite well in this regard, in their W3 era. And tools they packaged with SC2 weren't bad either. But nothing since then.
Obviously there is Valve, that goes without saying.
Recently, CD Project did make some moves in that direction, but nothing close to what Valve is offering.
And of course, I wonder how many programmers today owe their jobs to Minecraft modding - Java modding is amazingly well supported, even if not always directly by Microsoft/Mojang.
You could make similar site about much of Europe to be honest.
It seems to me that there is a fundamental disconnect, between what society needs to function and what some societies are willing to tolerate. Almost everything we take for granted, like potable water, air conditioning, personal computers or long distance transportation, relies on industries generating some sort of externalities.
Regulating these industries is necessary. But we have reached the point, where the regulation makes many of them almost impossible. This has several effects.
First, the society is now dependent on delivery of these dirty products. This is obviously problematic if there is a major crisis that disrupts supply chains, or if those who manufacture them are no longer willing to deliver.
Second, working class collapses. Manufacturing jobs are one of the more stable available. They are generally unionized, or are conductive to unionization. This is unlike service sector jobs. White collar professions can mostly cope. But those who were already disadvantaged find themselves in an even worse position.
Third, the externalities move in locations with less oversight. This can, obviously, cause greater pollution and environmental degradation globally. Further, delivery of the manufactured goods across great distances adds to carbon footprint. This, again, leads to greater environmental toll.
Taken together, benefits of overregulating "polluting" industry to oblivion, are at best local and temporary.
I would also like to note, that the collapse of manufacturing jobs can be easily linked to increased political radicalization.
That being said, it's not all gloom and doom. I firmly believe, that as the impacts of this approach are felt more and more, there will be a push for sensible deregulation. Europe is already leading the way, weakening or delaying some of the more absurd regulation schemes.[1]
Housing and medicine is largely a political decision with little relation to environmental concerns. The political party that favours deregulation is the same one that wants to keep private health care.
Food is slightly different, judging by the rates of obesity people can afford more than they need.
Which political party is for a universal healthcare system? The largest political party with universal health care on their platform is the Green party.
This is the current DNC platform. There are zero mentions of a universal / single payer / socialized healthcare system.
There are four mentions of "healthcare" it refers to maintaining the ACA (which is a bad law), making a more integrated health care system in the US territories (Guam, Virgin Islands, Puerto Rico, etc.), climate law which will improve health care nebulously, and a vague statement about the supreme court hurting healthcare decisions (which is just a statement about them supporting the murder of babies).
When you get unlimited health care, health care costs skyrocket and you end up with a broken system that no party wants to fix - and everyone ends up with NO health care. If we went back to paying cash to the doctor, people with jobs will be able to afford it. And for insane life threatening events, job insurance and other forms of umbrellas.
The democrat party wanted to push socialized healthcare 70 years ago and didn't succeed. They tried again during Obama's term but couldn't get the votes because at least one "Democrat" politician openly refused to vote for a socialized health care plan.
What do you want? If there were more Democrats in office in 2010 we would have already had socialized healthcare.
People keep getting pissed that the party without power can't do things. If you want a politician to change something, you have to vote for them first
Even the people who vote for Trump understand that, but so many people who think they are smart can't understand that about voting for democrats. They continue to get pissed that the democrats secure the presidency and nothing else and can get nothing done as is intentionally the design of the american system
FDR's New Deal was possible because the Democrat party held about 80% control of both houses of congress and the presidency. Their threat to pack the supreme court to bypass them worked because it was trivially doable for them. You want a New New Deal? You have to vote for more Democrats.
One of the reasons why it works, is that there are reasonable conditions. For example, regular health checks, strict registration, passing gun safety examination and, last but not least, not being a criminal. And it works. Despite steadily rising number of guns among people, it is one of most safe countries in the world.
Canada, Finland, Austria and many other countries, prove, that you don't have to impose blanket bans to have a safe country. You just need sensible laws.
[1] https://en.wikipedia.org/wiki/Gun_law_in_the_Czech_Republic
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