I've also found the OpenAI image models to lose fine detail on image edits compared to Nano Banana or Flux models which faithfully retain input source image geometry and details. I was hoping this might be different but it sounds similar to previous OpenAI image models where something is lost in translation during image editing.
I know the API (assuming you're using it) lets you set the output size of the edited images - I haven't done a huge amount of testing with > 1mp, so I'd be curious if this might mitigate some of that.
I’ve helped with a few other zoning visualization projects recently, similar workflow. The only similarity is that each city/jurisdiction makes its data available in a different way. It’s usually accessible but it does mean there’s a lot of work munging the data to a usable format.
The other thing I learned is that some of the data sets use a destructive insert, so unless someone is doing a data snapshot data elements can be lost. (The vendors charge extra time-series option.)
Do people really think that if we revoked Prop 13 that other taxes would go down with the new money from property taxes?
Or do we think that property taxes would go up while other taxes stay put?
This feels like the argument at play when people criticize Prop 13. Not saying it’s good but California hasn’t ever cut taxes meaningfully and I’m not convinced raising property taxes would solve anything. California would still be expensive to live in.
Multiple good things would happen without prop 13:
People would move more instead of being locked in to a low effective property tax.
The tax burden would be much fairer: instead of the police and schools being funded by newcomers, everyone would be contributing their fair share to fund the city, instead of the longest tenure residents mooching off the rest of us.
Unproductive use of land would be discouraged. If a tract became highly desirable, it would be expensive to let it sit in an unproductive form
Cities could raise taxes as high as their residents wanted them to be, instead of being limited by the opinions of non-residents. Some people want to have better funded police and schools, and local government would actually be allowed to deliver that. Citizens who didnt want to live in expensive cities could vote with their feet to cheaper towns.
"People would move more instead of being locked in to a low effective property tax." - this just means that older and retired people would get kicked out of stable living situations, driven by property tax assessments which are often driven by real estate market boom/bust cycles. And housing prices would be just as high as with prop 13.
The bad part about prop 13, is that it never should have applied to anything other than primary residences of people. Having it apply to rental & commercial properties is what warps the market.
Cities should be cutting their police budgets - most small towns have nearly 50% of the budgets tied up in police. All while there has been a multi-decade decrease in crime.
I don't understand why you think old people would have to move. They have the ability to access the equity in their home at any time through HELOCs or mortgages. If they own a house that shoots up 1M in value, they have just had a massive windfall that they can access through financing to pay the taxes associated with that windfall.
Old people seem to be surviving just fine in areas where property tax is based on current market value? It sucks to move, but luckily they have an extremely valuable property to sell
Young people seem to be surviving just fine in areas where the market value is lower. Sucks to not live in the heart of the city but luckily they have their entire lives ahead of them to accumulate the wealth required.
Do you think cities would make the taxes fairer (e.g. spread them out over more residents) or just raise taxes on the these previously protected properties?
My money is on the latter. Nobody is getting a tax cut if Prop 13 is repealed. Everybody's taxes will just continue to go up.
I've never heard anybody say anything like that when criticizing prop 13. It usually has more to do with housing prices and the fact that 2 people with the same home value should pay the same in property taxes. If you wanted to create a hereditary landed gentry, it would be hard to come up with a better policy to achieve that than prop 13.
To keep tax revenue equal, property taxes for those who purchased recently would go down, and property taxes for those who’d purchased in the past would go up.
The housing market would become more liquid because people would move out of homes if their values rose too much and they could no longer afford the taxes. This would be a shock initially, but over time it would just be seen as part of life like it is in other areas: mostly, empty nesters would downsize to a cheaper, smaller house with lower taxes. Gentrification might be more problematic though.
In practice, probably some phased rebalancing would have to happen to avoid the sudden economic shock, but, politics notwithstanding, it’s not crazy to suggest it could be done and that the end state might be overall ‘better’ for most people. The end state would be how property taxes work almost everywhere else.
> To keep tax revenue equal, property taxes for those who purchased recently would go down, and property taxes for those who’d purchased in the past would go up.
That's what I'm saying _won't_ happen. The high property taxes as-is will stay high and previously protected properties will have their taxes shoot up. That is my prediction and nothing about the state of California, or the US broadly, suggests otherwise to me.
Prop 13 massively distorts the real estate market and creates some strong incentives for home owners. Those distortions and incentives would go away regardless of whether abolishing Prop 13 led to a net increase or decrease in total taxes.
Yes, your property tax is high ($17k) because of prop 13 - you are effectively subsidizing others who have sat on their residential and commercial property for 20-30+ years who are paying 25-50% of what you pay for any similar property in the same calendar year!
Your property tax goes up by 2% of your , guessing (relatively recent?) purchase price, and theirs goes up 2% of a much smaller base due to prop 13.
They have no incentive to move, downgrade. And they often use trusts to pass this tax base down to their kids. It’s feels like icky European feudalism.
Again i’m emphasizing that this goes for both residential and commercial buildings.
I agree with everything you’ve said, but one clarification: you don’t even need a trust to pass the tax break down to your kid when you die. Sure, a trust can streamline that process, but it’s not required. At least everyone lucky enough to inherit benefits, not just those whose parents had the foresight (and the means) to create a trust.
They go up much more than 2% in literally every other state, California is the cheapest place to own property for >10 years.
You can argue against property taxes entirely, but Prop 13 definitely means that families, businesses, and all property owners work very hard to never sell, never reassess, and never change their tax rate.
While I think the goal of Prop 13 is laudable, a few reforms would cut some of the biggest downsides: it should be be for primary residences, where the named owner is the primary resident.
This would eliminate the tax break for commercial property, prevent it from being abused for second homes, and avoid the property trust shenanigans that have allowed some properties to change hands without a reset in the taxes paid.
I’m not sure why people are downvoting (without commenting), but I agree.
The main selling point of prop13 was a real problem: rapidly increasing values were driving up taxes so fast that long time residents (of modest means) were being forced out.
I don’t think it’s entirely unreasonable to have some policy that attempts to protect people living in their primary residence from rapid tax increases they can’t afford.
It really isn't. You could—and we did!—solve that problem by letting people defer property tax payments or borrow against their equity. California literally has a property tax postponment program for seniors. If we just wanted to keep people from being pushed out of their homes by rising house prices, we'd just expand that program.
The point of Prop 13 is to let people have their cake and eat it too: you get to keep the equity you gain from increased housing prices, but not pay the property tax that comes with them.
With postponement you then can get the opposite problem of people getting stuck in their houses because if they sold they would have a huge deferred tax.
The approach in Washington works well. There is a senior property tax exemption based on age and disposable income. To qualify in King County (where Seattle is) in 2027 you need to be 61+ and have a household disposable income under $101k.
That gets you (1) a freeze on the assessed value for taxes equal to the current assessed value, and (2) an exemption from the statewide school tax and from "excess levies" (basically city and county levies that are voted on).
If income is under between $76k and $89k they also exclude from tax 45% of your assessed value or $70k, whichever is larger, but not more than $200k.
If income is below $76k they exclude 80% of your assessed value or $80k, which is larger.
The income levels are based on median county household income so vary from county to county.
Disposable income is basically everything that goes into AGI plus a list of other things (like any Social Security that is not already in AGI). There are also a bunch of deductions, mostly medical including Medicare premiums, with a $7500 deduction you can elect to take instead of taking any of those specific deduction. Income includes all adults living in the house.
In my county the levies that are not "excess levies" are county roads, sheriff, conservation, mental health, veterans relief, fire district stuff, public utility district stuff, and regional library. The "excess levies" are a couple of school district levies. Overall the excess levies are about 28% of the property taxes in my county. The statewide school levy that is exempt is another 10%, so the bottom line is that the property tax rate for seniors under the income limit is about 60% of the non-senior rate.
So people were getting so wealthy that they couldn't pay the property tax on their wealth. Yes. The problem is, if you let them decide to tax other people instead of themselves for the spending they themselves approve, they will.
That makes it sound like the increase was due to some inexorable natural force. California's per capita budget is over twice Arizona's, and they're running a huge deficit on top of that. If taxes are too high, cut taxes. If that means you need to cut spending, cut spending. But don't play "hey, let's tax the other guy!" games and expect that to work.
A lot of this also comes down to prohibiting growth. In Seattle, every time we build a new building, everyone else's property tax payments decrease. High growth years lead to lower bills. The same would work in California, they just don't build much of anything because they've made it nearly impossible to.
It's exactly the right measure to use if the claim is that they "slashed spending". They didn't. They continued increase may or may not have kept pace with other measures (GDP, population, whatever). But they didn't slash spending.
As it turns out, even your new goal posts fail the test of facts. In the years immediately following prop 13, the GDP grew at an APR < 15% [1] while the budget grew and an APR > 15% [2]. The per capita spending did slump briefly in the early 1980s (as shown in the graph on this article[3]) but that was more of a reversion-to-the-trend (which continued upwards thereafter.
While there may be some remaining tortured reading of the data under which you could claim they "slashed spending" it would be manifestly disingenuous to do so. At best the rate of increase slowed briefly.
It's also a solved problem by not deferring anything unless that person is past working age and low income. Letting people sit on wealth that they cannot pay a wealth tax on is generally bad for everyone with less wealth.
You realize government services that support that home cost money, right? You act like if you own your home that your living there doesn’t impose any costs on your neighbors.
I do own a house in California and I pay closer to $30k in property taxes. The previous owners of my house paid $7k. My neighbor—who has a bigger, more expensive house!—pays $9k.
It's pretty clear that this kind of tax policy is going to totally mess up the housing market. It's not the only factor, but it's a big one.
I'm sure tons of companies have retainer spends with IBM for software, hardware, consulting, etc., and this is another way for their corporate clients to spend down / increase their retainers faster
Love this and as a fellow GIS software traveler I’ll share optional guidance that ESRI has trademarked that term for a very similar product. Might be worth thinking about alternative naming ideas.
This is awesome and if it's legal I'd love to do similar things on geospatial projects I work on. However I don't think Apple will be OK with this use of their data. I know that Google closely limits its 3D tiles data through a specific API and Apple does not make a 3d API available, therefore this has to be against ToS.
From the ToS linked from OP site:
> 1.3 Restrictions. You will not and will not permit or authorize a third party to: (...) (xiv) decompile, decrypt, reverse engineer, attempt to derive the source code of or disassemble the Service or any portion thereof (except as and only to the extent this restriction is prohibited by applicable law or by licensing terms governing the use of any FOSS components that may be included with the Service)
I would love for people to prove me wrong that Apple will embrace this use of their geospatial data!
The claim was learning is important. Not the ability to communicate with it. There are more than 7000 known languages in the world, study a different one every week...
Back in college (around 15 years ago), I read a few books on eminence by Dean Kieth Simonton. One thing that I remember, and that has always been in the back of my mind, is that certain studies found that (in the USA), children who grow up in bilingual and bicultural households tend to have a much greater chance of achieving some measure of eminence in their adult lives. I am not sure if this is true globally (nor if it is still true in the USA). But I suspect that there is a reason[0] why so many eminent people came from Austria-Hungary for _generations_ (even the generations after the collapse of that particular empire).
[0]: There were 10 distinct languages, making up 98% of all languages in the empire. My understanding is that most citizens had to learn German, even though only 20% of the population spoke German as a mother tongue. Also a few different language branches (Germanic, Ugric, Slavic, Romance), with one of those branches (Ugric) not being Indo-European at all. https://en.wikipedia.org/wiki/Ethnic_and_religious_compositi...
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