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Like many other aspects of how cars took over our cities, I'd argue the reason we used lead so long is because the conveniences of people inside a vehicle have long been collectively judged to be more important than the lives of people outside the vehicle.

I often think the world would be a better place if more people in the tech industry follow this philosophy.

The comparison to private ships doesn't quite land, IMO.

Ships - ships big enough to do material damage would be very small in # - ships big enough to do material damage would have a (somewhat?) professional crew - whatever damage they could do would always be limited to tiny areas - only where water & land meet, only where substantial public or private investment had been made in docks/etc - operators have strong financial incentive to avoid damaging ship or 3rd party property (public or private)

Cars - in some countries the ratio of cars to people is approaching 1 - a vanishingly small portion of vehicles have professional drivers - car operators expect to be able to operate at velocities fatal to others on nearly 100% of land in cities, excepting only land that already has a building on it, and sometimes not even that. - car operators rarely held liable for damage to public property, injury, or death and there's strong political pressure to socialize damage and avoid realistic risk premiums

I don't love flock but IMO the only realistic way to get rid of license plates would be mandatory speed governors that keep vehicles from going more than like 15mph. I would be fine with that, but I suspect most would not. If we expect to operate cars at velocities fatal to people outside our vehicles, then there will always be pressure to have a way of identifying bad actors who put others at risk.


> I don't love flock but IMO the only realistic way to get rid of license plates would be mandatory speed governors that keep vehicles from going more than like 15mph.

I don't understand this reasoning. License plates don't stop speeding from happening. Removing license plates wouldn't prevent enforcement of speed limits either. A cop can pull over and ticket someone without a license plate just as easily as they do now.

At best they're good for a small number of situations where they help identify a car used in a crime (say a hit and run) but even then plenty of crimes are committed using cars that can't be linked back to the driver (stolen for example) or where the plates have been removed/obscured.


I’m not arguing that license plates solve the problem of the danger of cars, simply that as long as cars are dangerous to people not inside the car, there will be political pressure to have some way, however imperfect, of identifying them and their owners/operators.

Even the least sophisticated criminals know that you should buy a stolen Kia or Hyundai for ~$100 and use that to commit your crime. I suspect most of the crime these Flock cameras are catching is red-light runners and maybe hit and runs if it happens to be caught on camera.

A hit and runner hit me in front of such camera and totalled my truck. Police refused to investigate, they're not interested in using camera for such reasons nor is there much incentive that's in it for the police to do so.

I’m sure, buried somewhere deep in Google systems, are vestiges of mail server code originally written in the 80s. But when people use the name Gmail, they are generally referring to the client facing web app, which does not have any such code.

If it exists, it's probably not at all related to Gmail or only used for testing. I don't think Google reuses a lot of third party code in its first party server software.

https://www.supremecourt.gov/opinions/20pdf/18-956_d18f.pdf

I mean it has happened in other Google products...


Developing land is not cheap, but that’s not a good reason for government to make it more expensive.

If archeology surveys are in the public interest, then they should be funded by the public at large through property taxes of all homeowners and land owners, rather than just a handful who will live in a specific new building.

If the public at large is unwilling to stomach an increase in property taxes to pay for archeology surveys, then that is a pricing signal that public does not actually value those surveys at all. (except in so far as they make the construction of additional housing, more difficult and more expensive, which was probably the point all along.)


The information broadcast by transponder is significantly more precise than what you will get with radar, microphone array, or binoculars.

GPS Lat & Long Barometric Altitude Ground speed & track angle Rate of climb/descent

All updated every second or so.


I can just about guarantee it has nothing to do with targeting and a lot to do with making Venezuela unsure when strikes are about to start, both for security of the forces launching the eventual strikes (if any) and to harass/wear-down Venezuelan air defenses by keeping them very alert.

If our aircaft were flying transponders-on during all these exercises then suddenly went dark, it’d signal imminent attack. This keeps them guessing. Possibly we’re even playing around with having them on some of the time for some aircraft, and off at other times.

We don’t do that with AWACS and such near Russia because we’re not posturing that we may attack them any day now, and want to avoid both accidental and “accidental” encounters with Russian weapons by making them very visible. In this case, an accidental engagement by Venezuelan forces probably isn’t something US leadership would be sad about.


I live near JBLM in Washington. I am routinely overflown by helicopters and planes (C-17s) often with their transponders off (I have an ADS-B receiver running on a VM). These are training flights that are not going anywhere outside of the Puget Sound region. For added fun, I'm also pretty close to several Sea-Tac approaches.

> is significantly more precise than what you will get with radar

Is that increase in precision much larger than the plane itself? If it's not then it couldn't possibly matter in this application.

Further radar is not a static image. The radar is constantly sweeping the sky, taking multiple measurements, and in some cases using filtering to avoid noise and jitter.

> GPS Lat & Long Barometric Altitude Ground speed & track angle Rate of climb/descent

You get or synthesize every one of those with radar as well.


Yes, ADS-B is significantly more precise than civilian primary radar returns. That's why the FAA is trying to move away from radar. The JetBlue near miss was about 150 miles from Curacao ATC which is beyond what most ASR systems cover (around half that).

Military radar is a different beast, but even then you're still trying to figure out what the returns mean. ADS-B explicitly says hey there are two aircraft in a tiny space. Civilian radar is likely not precise enough to identify two aircraft that close.


Isn't altitude information also one of the important things about ADS-B that radar lacks?

Although ADS-B is self reported and "vulnerable" to bad/spoofed info.

My CFI and I once saw ADS-B data from one of the startups near Palo Alto airport in California reporting supersonic speeds... at ground level, no less.

Edit: still have it in my email, heh. It was a Kitty Hawk Cora, N306XZ, reporting 933kts at 50'.


Civilian vs military. The military can get altitude information from primary radar.

Even good stereopair like a WWI navy guns rangefinder, will give you all that info, of course not precise enough to lock a missile - well, transponder also wouldn't let you to anyway, and thus all that transponder precision is pointless in that context.

A missile only needs to get close enough for its sensors to take over for the final approach right? Transponder data should be quite enough for that, especially for a kc-46

Any of the methods i mentioned is enough to get missile close, except may be microphones as limited speed of sound means that the plane would have moved significantly from the observed position, though again even that would have allowed to put missile into the vicinity and in general direction.

Watching Ukraine videos there is new game in town though - relatively cheap IR cameras. Using IR, day or night, you can detect a jet plane from very large distances and just guide missile to the plane computer-game-joystick style.


Track log here

https://www.flightaware.com/live/flight/JBU1112/history/2025...

You can see the rate of climb change from 2000 feet per minuteto 220 feet per minute before resuming.


By this logic owners of wheel barrows should be taxed for all the manual labour jobs the wheel barrow destroyed.

Exactly. This is such a silly argument. The article takes the argument "if a lot of jobs disappeared since they are now done effectively for free, what about tax revenue??"

It really misses the forrest from the trees. You're transported into a world in which efficiencies mean that much fewer people need to work, but somehow government services and entitlements are unchanged and we need to hit roughly the same percent federal tax receipts or ... what exactly?


Or people starve?

But ok look at it this way... What is silly about taxing a sector that is undertaxed because the current system assumed income taxes?


> You're transported into a world in which efficiencies mean that much fewer people need to work,

It's a matter of perspective. I'm pretty sure that from their perspective those people very much need to work because they need to pay taxes, rent, insurance, food etc...

What mechanism is going to ensure that the increased productivity is going to result in lower cost of living for these people such that they no longer require to spend so much of their life working to survive?


> I'm pretty sure that from their perspective those people very much need to work because they need to pay taxes, rent, insurance, food etc...

That's a pretty Matrix "human-battery" level attitude to your fellow brothers and sisters. "They need to work to pay taxes, rent, and insurance". Ie, they only exist and are allowed to live to be serfs - or cattle really.


- social security

- healthcare

- armed forces

- road/utility maintenance

bacially everything funded by taxes


Or...infrastructure, public services and schools go unmaintained? How about the magic technology supposedly allowing for all of this efficency, all the while it imagines a human has six fingers, who will maintain that?

Also, if magical robot AI makes private operations more efficient, requiring less cost for the same or more amount, then it can do the same thing for government operations.

So, even more people out on the streets desperately trying to get their slice of survival by being sexually available to the equity lords? Because what else will there be?

I'm not so sure this argument is valid. The invention of the wheel barrow created new jobs in wheel barrow manufacturing and distribution. On the other hand, the promise/threat of AI seems to be the complete displacement of humans in many industries without creating alternative employment for the vast majority.

Just to expand on this. The wheelbarrow increases the value of labor. It's not a good analogy.

It does lead to people loosing their job. If you have a pile of dirt that needs 3 people to move it with buckets but now 1 person can move the same pile with a wheelbarrow then the 2 others are out of a job.

Same as when one developer with AI can do the job of 3 developers and the other 2 are fired.


do you have stats on moving of dirt with buckets vs. moving with wheelbarrows? Or is this just an assumption you are making? I think probably an assumption because how often do people move piles of dirt without wheelbarrows nowadays so where would you actually have your data from?

In my anecdotal experience moving piles of dirt manually (for large piles of dirt) it is generally the digging up of the dirt that takes the most effort, if I had to move it with buckets or a wheelbarrow I would still expect that to be the case.

I would furthermore expect that there are some functions at work in modelling the moving of large piles of dirt using manual labor.

Your model may make sense with a small pile of dirt but I don't think you will find 1 remains and 2 go, at best 1 goes and you take a bit longer to move the pile.

Also, this is just my observations of having had large piles of dirt to move with manual labor (including wheelbarrows and several of those) As you scale up the amount of people you could drop by adding wheelbarrows goes down, because again the main problem is the digging. The wheelbarrows becomes a thing you trade off diggers on running. You will want to have more wheelbarrows that wheelbarrow users so that diggers can fill wheelbarrows while the users are running the already filled wheelbarrows to where the dirt is being dumped.

At this point then you would probably want to drop the wheelbarrow analogy and go to a backhoe and a truck, but then all of the various observations of the other flaws in the wheelbarrow argument become apparent, such as the factories to build backhoes and trucks, the training for backhoe operator etc. All leading to a relatively strong argument that existence of backhoes and trucks are a boost to the environment, potential job creator and those jobs will be more skilled jobs leading to higher wages in the economy.


you got papers for that bucket and shovel working on site today?

It increases the value for that one person who uses the wheelbarrow sure, but it does not raise the value of labour in aggregate. The same would be true of AI tools.

Taken to the extreme, you're arguing that tools have only lowered the value of labor in aggregate and that seems obviously false.

The value of labor is dependent on the demand of that labor and tools increase demand by increasing what projects can be done.


I did not argue the tools lowered the value of labour in aggregate - I merely said that they did not increase it. However, the effect on the individual and the group are different. If you have 10 people carrying boulders across the field, and you introduce a wheelbarrow, and now you have one person carrying the same amount of boulders across the field, the total aggregate value of labour has stayed the same. This particular person can certainly capture more of that aggregate value than they could have before, but the total value has not gone up. It’s also true that now you have lowered the cost of moving boulders across the field, so yes, there could be more demand for whatever it is you’re selling and that could mean that maybe you need two or three workers with wheelbarrows. but I think if you’re going to talk about the value of aggregate labor, you have to control for the amount of demand.

Wheelbarrows are pretty simple devices, I’m sure many people just made them on their own. But even accepting this point, there’s no particular reason why we should expect that every invention until now generated new and different types of work, just not this one. The people talking about complete displacement are selling you a story because it gets them clicks and sells books.

you think when the wheel barrow was invented it was obvious that new jobs would be created?!?

A little known economic fact – the wheel was actually invented billions of years ago by bacteria and reinvented by every species since. It’s just that they all held off using it until they could be sure that it would create jobs. Thankfully thousands of years ago, human economists finally did the math and let everyone know that it checked out!

Corporations should be taxed on their profits, including profits boosted by the invention of new technology.

Yeah absolutely, and they shouldn't be taxed extra specifically for using a new technology. If people need a UBI they should be paid it off the back of all taxes (which should rise if automation is successful), not a specific automation tax. Saving jobs sounds good and it's an easy win but you end up with a stagnant economy where people are paid sinecures to do make-work, which is doubly harmful since the company has to pay extra for the employee, who is also deprived of being able to do some other job that would be useful to the economy.

They already have, significantly, around 25-35% in developed economies. The issue is that people often look at revenue, seeing company X earning $100 billion annually, and assume they should pay $20 billion in taxes. However, most AI companies today are not profitable and spend up to 100% more than their revenue on R&D and product development. I doubt they will turn a profit anytime soon, probably not for at least a decade.

Actually it's much less, big corps are using any possibile schema to avoid paying taxes.

Effective corporate tax rates were between 12 and 14% for the US, with some of the biggest corporations bordering 0%.

> They already have, significantly, around 25-35% in developed economies

The thing is companies and even self-employed individuals of a certain wealth level know how to "(ab)use" it. From illegal but trivial and hard to detect tax evasion to financing personal lifestyle by having the company pay for certain luxuries (cars, computers, furniture, etc.).

If you have the wealth to have a dedicated office that dedicated office can be your man cave if you justify it with having all sorts of amenities for customers. And good luck to whoever checks taxes to find out how exactly things are used/not used.

All of that usually means that companies, company owners and high ranking managers get away with not paying taxes for a lot of things that everyone else does simply because they don't have a say within these companies.

And all of that is before you go to the tax advisor.

I am sorry, but if you do hard honest work the chances of you getting rich are beyond slim. Even worse when you do something that actually benefits society.


They already are

You tax where you can not where you should. Corporations trivially hide profits. What they couldn't hide well was labor. You know what else they can't hide? Their power bill. It even works for companies that eternally operate "at loss" (which also parallels taxing labor).

> Corporations should be taxed on their profits

Hold on now, how will 'trickle-down' economics work then ? Think of the poor companies trying to provide a living for all those AI. /s


Apples and oranges. Wheelbarrow is obviously limited in the types of tasks it can handle.

What about the wheel then? It's stolen plenty of jobs, not only from people, but from animals too.

The problem is that AI takes jobs faster than creating new ones.

That's unique in human history


The problem is that thousands of sub-stackers, journalists, and "thought leaders" have realized they can make a living writing a weekly think piece speculating that AI will take jobs.

Sadly not unique in human history.


By your logic wheel barrows could potentially replace >90% of all jobs.

AI is on track to being able to remove a society-changing amount of jobs, wheel barrows improved worker's efficiency.


Industrialization did replace 90% of people's jobs. And the only thing that happened was that people got new jobs to do.

Wheel barrows are not industrialization. hfs

A lot of them are bullshit jobs though. We've yet to see "AI" do anything actually beneficial. I don't mean the stuff that was done before the AI hype like categorizing bacteria, etc.

Watch the news. One crisis after another, so maybe that freed up work force and the wealth generated by "AI" should be used to tackle at least one of them.

Huge amounts of taxes and dedication of that money could be a first step.

Alternatively don't raise taxes and use the oh so great AI to tackle these issues. Should be trivial if you have ">90%" of all work freed up.


To some degree we already do. Corporations pay taxes.

We, as a society, allow corporations to pull resources from the commons because the other side of it is that their existence provides a value through jobs and tax revenue and such.

If the equation shifts such that the benefits dry up, but the downsides only increase, why should we allow that?

The solution could be as simple as higher business taxes or as wild as universal basic income.

It could be something like all AI is forced to be open source, open weight, free at least as far as the knowledge parts.

There's certainly no God given right to exclusively benefit from an invention. We allow that for as long as we care to.

And there's nothing illogical about changing these decisions as factors change.


Indeed, there’s nothing illogical about adjusting tax rates and structures as things change.

I am deeply sceptical of the idea that 99% of us are suddenly going to be idle any day now, so I think endless think pieces on what we should do when that day arrives are kind of pointless. But it is certainly obvious that if it did happen, we would have to reassess how we do stuff.


This is utterly backwards and your false statement leads to a completely wrong set of inferences.

We don't let corporations do anything because they provide value through jobs and taxes. What company do you know that exists (beyond transiently) solely by paying taxes and employing people?

Companies are an extension of the individual, they exist to make money for the individuals that own them so that those individuals can acquire goods and services that they themselves need or desire.

How do companies make this money? Holding people at gun point and taking it is generally illegal; instead they resort to providing goods or services to some set of people who are willing to pay for them.

To provide these goods or services they need to employ people. The fewer people companies in aggregate can employ, the better for people in aggregate since those people can acquire "things" (food, jewellery, phones,...) for less of their own labour (or equivalent dollars).

If the "benefits dry up" as you say, people will stop sending their hard earned money to this company and the company will eventually cease to exist. Your fallacy was assuming the benefits were the jobs and taxes, not the goods and services provided.


Corporations don’t provide goods or services: people inside them do. Corporations are a legal structure we allow to exist because it enables jobs and taxes.

Corporations don’t have to exist; they are a creation of society and thus can - and I think obviously- should be changed


Have you ever done anything together with a group of other people? That is a company. That's why they are called companies. They are a group of people doing things.

That has existed for millions of years already. First as hunting companies, then as raiding companies. It exists in other species as well. It will never go away. It has existed in every human society, no matter what political or economical ideology.

The real question is how companies should be organized and owned.


If you conflate corporations with any grouping of people, then they're the same as cartels, gangs, feudal kingdoms...

Clearly we're talking about a specific modern legal entity with a specific organization that, as you say, can change.


Okay, ban the corporation as a legal entity. And all other companies as legal entity so that they don't become an escape hatch.

It will not take longer than until sunrise next morning before all those corporations are now different single individuals who contract their whole company structure again and now have everything from job contracts to investor contracts in their own names instead, using probably the same kind of complicated contracts that preceded the modern corporation as a legal entity. What did you benefit?


Not even remotely true; corporations as we would recognise them today pre-date the legal system as we would recognise it today (and have existed in just about every legal system since).

Certain configurations of the corporation are described in our laws, e.g. "limited liability".


Allow to exist and creation are completely different.

Wolves predate towns but we choose to not allow them in towns.


Nothing you said is really in contradiction with what I said, you're just looking at the why from an individual standpoint.

All of what you said can be true and also others can and do decide to allow or disallow a group to exist.


Thank you, took the words out my mouth.

if the wheelbarrows drive, load and unload themselves, maybe?

social unrest must be priced in at this point somewhere


The folks agitating for “social revolt” are not people at risk of losing their jobs, rather it’s the same people who’ve been agitating for social revolt for decades - people wealthy enough to spend years in university reading critical theory whose financial security was never at risk, whether from wheelbarrows or robots.

It’s not about logic. It’s about humanity. We are losing.

1. No, we are not losing. 2. If it was true that we were losing, then tax revenue would be the least of our worries.

I hope you still feel you arent losing when your job is gone and thus your income and woops there goes your home because you cant afford your rent/mortgage anymore.

Rent/mortgage would be dirt cheap if you didn't have to live near a job.

It's never been easier to live far from your job, yet rent/mortgage prices are higher than ever.

Sure but price to income has never been lower if you're willing to move and work remotely (or retire on investment income) somewhere cheaper.

If you want to live in the best real estate in the world and expect to continue doing so when you have no job, that's not going to happen. If you're willing to adapt and spread out you can live better and freer than ever in a hypothetical world where AI has taken most jobs.


Boy I wish I lived in your reality.

1. We are absolutely losing. Wealth inequality has never been higher in human history. How does a single human amass such wealth when his physical and intellectual output doesn’t even match that level of equivalent worth? The first reason is he scrapes it off others, and the second reason is technological automation. AI is just one bump in the road of technological innovation magnifying work output.

2. I never said tax is the end all be all of the situation. It’s one attribute we can use to combat AI take over and wealth inequality in the face of a multitude of solutions that can be executed. It is not consistent with logic as shown by the wheel barrow example and I am saying it doesn’t need to be. Understand?


This was an article about AI and income tax policy, but you’re making arguments about inequality.

Sure doesn't feel like it. Life's never been better for more people.

That’s because you’re rich. And all your friends are probably rich.

https://fortune.com/2025/11/07/what-is-the-k-shaped-economy-...


The phrase “Baumol’s cost disease” is widely used, and well known. It’s also in the first sentence of the article.

> In economics, the Baumol effect, also known as Baumol's cost disease…


The vast majority of city land area consumed by vehicles in motion is not the vehicle itself, but the headway between vehicles.

This land area expands only linearly with the size the vehicle, but exponentially with the square of it's velocity. Smaller vehicles like these will be great for many but we shouldn't believe they are a panacea - a tiny vehicle going 45km/hr is going to occupy almost as much land area as a conventional vehicle going 45km/hr.

The only way out is to stop giving away public land for free. Someone who consumes 2000 sqft of public land for their transport currently reimburses the public the same amount as someone who wants only 100 sqft - $0 (99.9999999% of the time - the only exceptions are a tiny handful of contexts like toll road, NYC congestion area)


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