The Ghetto-ization of American Life

Behind the facade of normalization, even high-income lifestyles have been ghetto-ized.

Consider the defining characteristics of a ghetto:

1. The residents can't afford to live elsewhere.

2. Everything is a rip-off because options are limited and retailers / service providers know residents have no other choice or must go to extraordinary effort to get better quality or a lower price.

3. Nothing works correctly or efficiently. Things break down and aren't fixed properly. Maintenance is poor to non-existent. Any service requires standing in line or being on hold.

4. Local governance is corrupt and/or incompetent. Residents are viewed as a reliable "vote farm" for the incumbents, even though whatever little they accomplish for the residents doesn't reduce the sources of immiseration.

5. The locale is unsafe. Cars are routinely broken into, there are security bars over windows and gates to entrances, everything not chained down is stolen--and even what is chained down is stolen.

6. There are few viable businesses and numerous empty storefronts.

7. The built environment is ugly: strip malls, used car lots, etc. There are few safe public spaces or parks that are well maintained and inviting.

8. Most of the commerce is corporate-owned outlets; the money doesn't stay in the community.

9. Public transport is minimal and constantly being degraded.

10. They get you coming and going: whatever is available is double in cost, effort and time. Very little is convenient or easy. Services are far away.

11. Residents pay high rates of interest on debt.

12. There are few sources of healthy real food. The residents are unhealthy and self-medicate with a panoply of addictions to alcohol, meds, painkillers, gambling, social media, gaming, celebrity worship, etc.

13. Nobody in authority really cares what the residents experience, as they know the residents are atomized and ground down, incapable of cooperating in an organized fashion, and therefore powerless.

I submit that these defining characteristics of ghettos apply to wide swaths of American life. Ghettos are not limited to urban zones; suburbs and rural locales can qualify as well. The defining zeitgeist of a ghetto is the residents are effectively held hostage by limited options and high costs: public and private-sector monopolies that provide poor quality at high prices.

Daily life is a grind of long waits / commutes, low-quality goods and services, shadow work (work we have to do that we're not paid for that was once done as part of the service we pay for) and unhealthy addictions to distractions and whatever offers a temporary escape from the grind.

We've habituated to being corralled into the immiseration of limited options and high costs; the immiseration and sordid degradation have been normalized into "everyday life." We've lost track of what's been lost to erosion and decay. We sense what's been lost but feel powerless to reverse it. This is the essence of the ghetto-ization of daily life.

Behind the facade of normalization, even high-income lifestyles have been ghetto-ized. But saying this is anathema: either be upbeat, optimistic and positive or remain silent.

What's worse, the ghetto-ization or our inability to recognize it and discuss it openly?

---

My recent books:

Disclosure: As an Amazon Associate I earn from qualifying purchases originated via links to Amazon products on this site.

Self-Reliance in the 21st Century print $18, (Kindle $8.95, audiobook $13.08 (96 pages, 2022) Read the first chapter for free (PDF)

The Asian Heroine Who Seduced Me (Novel) print $10.95, Kindle $6.95 Read an excerpt for free (PDF)

When You Can't Go On: Burnout, Reckoning and Renewal $18 print, $8.95 Kindle ebook; audiobook Read the first section for free (PDF)

Global Crisis, National Renewal: A (Revolutionary) Grand Strategy for the United States (Kindle $9.95, print $24, audiobook) Read Chapter One for free (PDF).

A Hacker's Teleology: Sharing the Wealth of Our Shrinking Planet (Kindle $8.95, print $20, audiobook $17.46) Read the first section for free (PDF).

Will You Be Richer or Poorer?: Profit, Power, and AI in a Traumatized World
(Kindle $5, print $10, audiobook) Read the first section for free (PDF).

The Adventures of the Consulting Philosopher: The Disappearance of Drake (Novel) $4.95 Kindle, $10.95 print); read the first chapters for free (PDF)

Money and Work Unchained $6.95 Kindle, $15 print) Read the first section for free


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Cities' "Doom Loops" Are Even Worse Than You Imagined

This is why those who understand these dynamics are getting out, even though the city was their home.

A correspondent who prefers to remain anonymous sent me this account of the "doom loop" that is playing out in many American cities. The correspondent makes the case that the Doom Loop is not limited to specific cities, but is a universal dynamic in all US cities due to the core causes of the Doom Loop: financialization and the multi-decade decay of cities' core industrial-economic purpose / mission.

I have edited the text slightly, with the correspondent's approval.

The context of the Doom Loop is the process and politics of this decay are the second-order results of central bank easy money (free fiat). That led to financialization becoming the city's core function and the subsequent loss of the city's previous mission. The people living in cities just haven't gotten the message yet.

As such, there is no reversing the process until the centralization of capital itself is reversed.

The typical media articles on metropolitan "doom loops" make it seem like not every city is headed down the path. Now that financialization does not require a physical presence, every city above a certain size will share the same experience. There will be local variations which impact the trend, such as a potential utility as a large pool of voters (i.e. a vote farm), but the decline is part and parcel of financial 'virtualization.'

It is inevitable.

Even hosting one of the twelve central reserve banks won't save you.

The process when a city loses its purpose but persists due to inertia follows this basic pattern:

1. Corporate consolidation costs the city its financial base as Fortune 100 corporations are sold to conglomerates closer to the centers of finance.

This is one more second-order effect of easy money: global corporations can easily finance the acquisition of multi-billion dollar companies.

2. In the past, cities received huge government subsidies for re-development, but none for ongoing maintenance. All the redevelopment projects looked great at first, but with little funding for maintenance, they've gone downhill and many are now dangerous.

Today, the only redevelopment is done by the billionaire class who make most of their money from (surprise) finance. Once the billionaire loses interest, it's gone, too.

I would rather find myself in a developing-world city than an American downtown, at least there would be people around. Many American downtowns are literally apocalyptic.

3. Major league sports are increasingly an exercise in force protection. It's like going inside a forward firebase in Iraq. People still get shot in the stands from guns fired outside the bubble. Unsurprisingly, some major league teams are exploring space outside the cities despite their stadiums being only 20 years old.

4. When federal agencies build new facilities, they're essentially fortresses with direct entrance/egress from the highway. They add little to nothing to the surrounding economy.

5. Real estate, sales and personal property taxes in cities are typically the highest within the state. As tax revenues decline, cities' political leaders increase business taxes and start floating ideas such as taxing non-profit organizations: a financial death spiral indeed. Should taxes increase, organizations and companies have said they will leave.

6. In the industrial economy, the core purposes of cities were derived from advantageous locations and key transportation assets (first water, then rail, then roads, and later aviation). In the information age, those benefits are diminished or gone. As a result of their transportation advantages, cities became manufacturing and warehousing hubs. Those too are diminished or gone.

7. Cities have lost their core economic purpose and are choking on their high legacy costs. The proposed substitute purposes--entertainment and bourgeois lifestyles--are not true substitutes. Fine dining and secure condos with delivery do not replace actual economic functions.

8. Making matters worse, the upper-middle class doesn't want affordable housing in their enclaves, as it lowers property values. So the workers needed to keep the city functioning can no longer afford to live there. Yes In My Backyard (YIMBY) movements to promote affordable housing are not enough.

9. Much of the politics the media focuses on are a consequence of decline, not a cause, and the net result of all the in-fighting is some version of stasis: all sorts of solutions are proposed, but since none address the core sources of decline or the cities' high legacy costs, they boil down to rearranging deck chairs on the Titanic.

This is why those who understand these dynamics are getting out, even though the city was their home.



Of related interest:: The Real Estate Nightmare Unfolding in Downtown St. Louis: The office district is empty, with boarded up towers, copper thieves and failing retail--even the Panera outlet shut down. The city is desperately trying to reverse the 'doom loop.'

---

My recent books:

Disclosure: As an Amazon Associate I earn from qualifying purchases originated via links to Amazon products on this site.

Self-Reliance in the 21st Century print $18, (Kindle $8.95, audiobook $13.08 (96 pages, 2022) Read the first chapter for free (PDF)

The Asian Heroine Who Seduced Me (Novel) print $10.95, Kindle $6.95 Read an excerpt for free (PDF)

When You Can't Go On: Burnout, Reckoning and Renewal $18 print, $8.95 Kindle ebook; audiobook Read the first section for free (PDF)

Global Crisis, National Renewal: A (Revolutionary) Grand Strategy for the United States (Kindle $9.95, print $24, audiobook) Read Chapter One for free (PDF).

A Hacker's Teleology: Sharing the Wealth of Our Shrinking Planet (Kindle $8.95, print $20, audiobook $17.46) Read the first section for free (PDF).

Will You Be Richer or Poorer?: Profit, Power, and AI in a Traumatized World
(Kindle $5, print $10, audiobook) Read the first section for free (PDF).

The Adventures of the Consulting Philosopher: The Disappearance of Drake (Novel) $4.95 Kindle, $10.95 print); read the first chapters for free (PDF)

Money and Work Unchained $6.95 Kindle, $15 print) Read the first section for free


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Is the 'Housing Shortage' the Result of Housing-Hoarding by the Wealthy?

Those seeking to buy a house as shelter for their household can't compete with the wealthy seeking assets to snap up and hoard for appreciation.

Longtime readers know I've been addressing housing issues from the start of the blog in 2005. Let's start with the general context of housing in the US, courtesy of the US Census Bureau, which tracks occupancy and the number of housing units nationally: Quarterly Residential Vacancies and Homeownership, 4th Quarter 2023

All housing units 145,967,000

Occupied 131,206,000
Owner 86,220,000 59%
Renter 44,985,000 31%

Vacant 14,761,000 10%

Non-seasonal (i.e. not second homes owned by the wealthy for their recreational use) 11,177,000

Units vacant because they're in the process of being rented or sold:
For rent 3,224,000
For sale only 757,000
Rented or Sold 783,000

Held off Market (occasional use, temporarily occupied, other) 6,414,000

Seasonal (i.e. second homes owned by the wealthy for their recreational use) 3,583,000

TOTAL Held off Market and Seasonal / Recreational: 9,997,000

In summary: there are 14.7 million vacant dwellings in the US, of which 10 million are not available for year-round rentals or sale. Those 10 million dwellings are comparable to the total number of dwellings in entire nations, for example, Australia (11 million housing units, population of 27 million).

There are many complexities not specified or included in these statistics. For example, vacant dwellings located in rural locales with few jobs might be empty because there is little demand due to a declining population. Other dwellings may no longer be habitable without renovation or repair.

On the other side of the equation, non-permitted dwellings (granny flats, etc.) may also be uncounted as those answering Census Bureau questionnaires might hesitate to report units added without official approval. This can include everything from RVs parked alongside homes to converted garages to living rooms partitioned off and rented out as quasi-bedrooms.

The vagarities of self-reported data are potentially major factors in counting short-term vacation rentals, a.k.a. AirBnB / VRBO-type rentals. Data remains sketchy on exactly how many housing units are being "held off the market" as short-term vacation rentals. As of 2023, there were 2,459,260 available vacation rental listings in the U.S., but this may not include informal rentals, rentals listed outside of the major platforms, etc.

The Census Bureau offers several estimates of seasonal units: 3.6 million in the above link, and 4.3 million vacant seasonal units in this post: See a Vacant Home? It May Not be For Sale or Rent. These are traditionally second or third homes of wealthy households. but many such properties are now being offered as short-term vacation rentals for periods when the owners aren't using the property.

What these statistics don't tell us is how many housing units have been snapped up by wealthy households as investments, nominally as "second homes" but solely as safe places to park excess capital / credit, not for recreational use. The wealthy may have joined the rush to cash in on the short-term vacation rentals boom, but they don't need positive cash flow to afford the costs of ownership; the Airbnb rental income was mostly to defray the costs of ownership.

Too Many Rich People Bought Airbnbs. Now They're Sitting Empty

In other words, one factor in the "housing shortage" is the pressure on the wealthiest households to find places to park their excess capital and exploit their low-cost lines of credit. This can be understood as a second-order effect of the Federal Reserve's policy of inflating asset bubbles in which 90% of the gains flowed to the top 10% households. This new wealth could then be tapped to buy real estate, a long-favored asset class of the wealthy that has risen to new heights as the wealthy compete with other wealthy households to snap up housing.

There's not much in the pockets of the bottom 50% to compete with the top 5% for housing: we can expand this to say there isn't enough in the pockets of the bottom 90% to compete with the top 10% who collected 90% of the gains of the Fed's credit-asset bubbles:



We can see how much rental and sales prices have risen in the past few years: charts are courtesy of the US Census Bureau.

Median asking rent for vacant rental units, nationally:



Median asking sales price for vacant for sale units, nationally:



Meanwhile, housing units per capita is hitting record highs. This doesn't support the claim that there aren't enough housing units; it supports the idea that housing has been hoarded as an asset class, concentrated in the hands of those seeking vacation rental profits or appreciation on housing left purposefully vacant because renting it out is a hassle.



Would a couple million housing units entering the year-round rental market relieve some of the pressure pushing rents into orbit? Basic supply-and-demand suggests the answer is yes.

What happens when central bank manipulations of credit and interest rates reward the few with 90% of the gains generated by policies seeking to goose "the wealth effect"? The entire economy becomes distorted by the speculative frenzy to snap up assets that will appreciate as the Fed's bubbles continue expanding.

Those seeking to buy a house as shelter for their household can't compete with the wealthy seeking assets to snap up and hoard for appreciation. Those seeking to rent a dwelling are up against corporate hoarders of homes such as Blackrock, which owns 7% of all rentals in the US, and wealthy households pulling dwellings out of the year-round rental market to feast on the profits generated by revenge-spending vacationers.

Would a deep recession incentivize an increase in the number of occupants per dwelling and a corresponding decline in demand for rentals? Would a collapse of The Everything Bubble prompt some selling of hoarded housing? As painful as these might be, these dynamics would correct the destabilizing distortions wrought by the Fed's easy-money bubble blowing and concentration of wealth in the hands of the few at the expense of the many.

---

My recent books:

Disclosure: As an Amazon Associate I earn from qualifying purchases originated via links to Amazon products on this site.

Self-Reliance in the 21st Century print $18, (Kindle $8.95, audiobook $13.08 (96 pages, 2022) Read the first chapter for free (PDF)

The Asian Heroine Who Seduced Me (Novel) print $10.95, Kindle $6.95 Read an excerpt for free (PDF)

When You Can't Go On: Burnout, Reckoning and Renewal $18 print, $8.95 Kindle ebook; audiobook Read the first section for free (PDF)

Global Crisis, National Renewal: A (Revolutionary) Grand Strategy for the United States (Kindle $9.95, print $24, audiobook) Read Chapter One for free (PDF).

A Hacker's Teleology: Sharing the Wealth of Our Shrinking Planet (Kindle $8.95, print $20, audiobook $17.46) Read the first section for free (PDF).

Will You Be Richer or Poorer?: Profit, Power, and AI in a Traumatized World
(Kindle $5, print $10, audiobook) Read the first section for free (PDF).

The Adventures of the Consulting Philosopher: The Disappearance of Drake (Novel) $4.95 Kindle, $10.95 print); read the first chapters for free (PDF)

Money and Work Unchained $6.95 Kindle, $15 print) Read the first section for free


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Living on Uneasy Street

It's nice to anticipate sunny weather, but it's a good idea to carry an umbrella just in case the forecasts prove overly optimistic.

Yes, the market will rally if World War III didn't start last night. The market will also rally if World War III does start, because the Federal Reserve will surely lower interest rates.

We chuckle uneasily at gallows humor here on Uneasy Street because we're still required to maintain an upbeat veneer of endlessly cheerful optimism even as we sense that the forces currently in play are beyond the control of individuals or groups, no matter how powerful they may be, and that these forces will follow a course to an end no one can predict with any degree of upbeat confidence.

Back when we lived on Easy Street, things were getting better for everyone in varying degrees and the ladder of social mobility was available to all: anyone could improve their prospects by putting in the effort.

Fortunes were being minted, lists of reasons to be optimistic proliferated like overfed rabbits and spots of bother ran off the road on their own, requiring nothing of us.

Life on Uneasy Street is, well, different. The lists of reasons to be optimistic are still everywhere, but they now ring hollow, as those conjuring the lists sound increasingly frantic: come on, people, get with the program, it's all gonna be wunnerful, AI, AI, AI, Roaring 20s, blah blah blah.

The only true believers are those paid to shill the optimism by those seeking to maximize their profits via selling the sizzle rather than the actual steak. The entire exercise of trying to convince us that we still live on Easy Street is simply more evidence that Easy Street is a figment of imagination.

Now that various forces have been unleashed, gravity and the lay of the land will dictate the course of history. Yes, yes, our technological powers are god-like, we're going to Mars, there's a new (and immensely profitable, of course) technological solution to every problem, so just buy, buy, buy the latest gadget or med: imagine that, you can talk to your refrigerator! Wow. That solves a ton of pressing problems.

Too bad the fridge fails in a few years and has to be replaced, the med must be taken forever or your ill health returns, the side effects require a couple more meds, each of which has their own side effects, and going to Mars has no causal connection to actually solving problems here on Earth with some new technology.

Cycles play out despite our cheerleading inspirational rah-rah. Humans respond the same old way to the tightening of various screws: they start hoarding what's scarce, start seeing conquest and war as the go-to solutions to scarcities and rivalries, reasons to cooperate wither under the relentless sun of crisis while reasons to disagree proliferate most disagreeably like noxious weeds.

Just like all the other creatures on the planet, humans expand their consumption and numbers in times of plenty and are unprepared for the inevitable asymmetries of supply (stagnant or declining) and demand--forever rising, as growth is the one essential for the status quo, regardless of ideological type or label.

As supplies no longer exceed demand, inflation (loss of purchasing power of wages) eats the bottom 90% alive, while the rise of debt that so wondrously expanded the asset wealth of the top 10% starts eating its own tail, as interest rises faster than wages or actual production.

Various grandiose solutions are promoted that claim to fix the pressing problems. Some are absurd techno-fantasies (huge mirrors to deflect solar radiation--never mind the increasingly untenable cloud of space junk orbiting Earth), and some sound appealing but are not as painless as advertised, for example, the clearing away of all debt with a jubilee in which all debts are instantly forgiven.

A debt jubilee is certainly appealing to debtors and those who see the cliff ahead, but recall that all debt is an asset that is holding up an asset class far larger than the debt itself: mortgage debt is what props up the entire global real estate market, and what happens to valuations when debt ceases to exist?

Those who see jubilee as a solution also tend to ignore that all this debt is an asset of which 90% is owned by the wealthy class who run the status quo. Every bond, every mortgage-backed security and every bundled student loan / auto loan is an asset owned by someone or some entity who depends on that asset and its income stream for their wealth and thus their political power.

To hazard a guess based on human history, the wealthy / powerful will probably not be too keen to surrender the vast majority of their wealth and thus their power in the laudable pursuit of eliminating all debt and starting over.

Again based on the usual human responses to decay, decline, scarcities and threats to "what's mine," we can anticipate the elite's preference for a messy, chaotic form of jubilee in which various borrowers default and the underlying assets that provided collateral for the loan will be liquidated.

The elite hope that this messy, chaotic form of jubilee will reduce the debt so gradually that the system that benefits them will continue on its merry way. This hope is misplaced, however, for when collateral gets auctioned off at bargain prices, the value of all other similar assets drops accordingly.

And since nobody wants to catch the falling knife of crashing valuations, buyers are scarce, so the selling begets more selling and prices are pressured lower. Those who reckoned they were "buying the bottom" are wiped out, increasing the reluctance of survivors to take the risk of buying assets which could get much cheaper.

Soaring defaults tend to self-reinforce via feedback as the herd gets skittish and the appetite for risk vanishes like early morning mist in Death Valley. As buyers of crashing assets are carried out on stretchers, those who still own the sinking assets are watching their treasured wealth disappear, so they sell--at first with high expectations, and eventually in pure panic.

The future looks cloudy here on Uneasy Street, and everyone's still hoping for sunny days rather than a deluge. It's nice to anticipate sunny weather, but it's a good idea to carry an umbrella just in case the forecasts prove overly optimistic.

Here are three snapshots of what we're told is Easy Street: global debt skyrocketing:



Federal debt skyrocketing:



Financial wealth of the bottom 50% plummeting:



But think of the opportunities pre-cliff-dive:



As assets are liquidated, look for "likes" and upbeat Yelp reviews:

---

My recent books:

Disclosure: As an Amazon Associate I earn from qualifying purchases originated via links to Amazon products on this site.

Self-Reliance in the 21st Century print $18, (Kindle $8.95, audiobook $13.08 (96 pages, 2022) Read the first chapter for free (PDF)

The Asian Heroine Who Seduced Me (Novel) print $10.95, Kindle $6.95 Read an excerpt for free (PDF)

When You Can't Go On: Burnout, Reckoning and Renewal $18 print, $8.95 Kindle ebook; audiobook Read the first section for free (PDF)

Global Crisis, National Renewal: A (Revolutionary) Grand Strategy for the United States (Kindle $9.95, print $24, audiobook) Read Chapter One for free (PDF).

A Hacker's Teleology: Sharing the Wealth of Our Shrinking Planet (Kindle $8.95, print $20, audiobook $17.46) Read the first section for free (PDF).

Will You Be Richer or Poorer?: Profit, Power, and AI in a Traumatized World
(Kindle $5, print $10, audiobook) Read the first section for free (PDF).

The Adventures of the Consulting Philosopher: The Disappearance of Drake (Novel) $4.95 Kindle, $10.95 print); read the first chapters for free (PDF)

Money and Work Unchained $6.95 Kindle, $15 print) Read the first section for free


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The Spear in AI's Back

That real harm will result from the use of AI tools is a given.

AI is like the powerful character in an action movie who looks invincible until they turn around, revealing a fatal spear embedded in their back. The spear in AI's back is the American legal system, which has been issuing free passes to tech companies and platforms for decades on the idea that limiting innovation will hurt economic growth, so we'd best let tech companies run with few restrictions.

The issuance of free passes to Tech monopolies / cartels and platforms may be ending. Letting Big Tech run with few restrictions has led to the smothering of innovation as tech monopolies do what every monopoly excels at, which is buy up potential competitors, suppress competition, pursue regulatory capture via lobbying and spend freely on deceptive PR.

Now anti-trust regulators are finally looking at the uncompetitive wastelands created by Big Tech and recognizing the union-busting tactics of quasi-monopolies like Starbucks and Amazon. The bloom might be off the Big Tech / Monopoly rose.

Enter AI, which offers the thrilling prospect of trillions of dollars in additional profits for purveyors of AI and all those companies which use their AI tools.

The American legal system deals with new technologies much as a reptile digests a meal--slowly. I get email from readers about defending the Constitution, something we all support. I am not an attorney, but my impression of Constitutional law is that it is a tediously complex thicket of case law that must be carefully picked through before we can even begin to understand exactly what we're defending: every issue anyone might be concerned about has already accumulated an immense load of rulings and arguments.

This is American jurisprudence: advocacy goes to trial and ruling are issued, some as rulings that will pertain to all future cases and some that will not. The law advances in new fields such as AI as positions are argued before judges / juries and then reviewed by higher courts as losers appeal judgments / rulings.

A great many things we might think are novel have long been settled. Isn't the Selective Service Act a form of involuntary servitude? Nope, that's been settled long ago. The government's right to draft you to fight in a war of choice is unquestionably the law of the land.

AI has certain novel features which have yet to be decided by the processes of advocacy, rulings and appeals. In general, corporations selling / giving away AI tools are claiming these tools incur no liability to the issuers of the tools because they're akin to software that, for example, adds HTML coding to plain text: a tool that performs a process.

This strikes me as incomplete. It seems to me that AI, by its very name and nature, is making implicit claims of utility far beyond mere processing of data or text: AI is called AI because it is adding intellectual value to data or text.

All the disclaimers in the world cannot dissolve this implicit claim of utility that adds value. Since I'm not an attorney, I'm not able to put this in proper legal terms; I am using the terminology of philosophy. But the law is a system based on philosophic principles, and so the language of philosophy plays a key role in broadly applicable legal rulings.

Now let's consider a real-world example. A patient receives a mid-diagnosis and suffers as a direct result of the mis-diagnosis. In our system of law, somebody or some entity is liable for the consequences of the error, and must pay restitution to those harmed by the error.

As fact-finding proceeds, it turns out an AI tool was used in the initial scanning of the patient's data. The company that created the AI tool will naturally claim that the tool was intended only to be used under the supervision of a human professional, and there were no claims made as to the accuracy of the AI tool's output.

This is a specious argument, as the clear intent of the AI tool is to replace human expertise as a means of lowering the costs of diagnosis by accelerating the process and increasing the accuracy of the diagnosis.

Clearly, the tool was designed for exactly this purpose, and therefore deficiencies in its performance that contributed to the mis-diagnosis--for example, the fact that the AI tool rated the diagnostic result with a high probability of accuracy--are the responsibility of the company that issued the AI tool.

Should the court find the AI company 1% liable for the misdiagnosis, the principle of joint and several liability means the monetary settlement falls on whichever parties can pay the settlement. Should the other parties found liable be unable to pay a $10 million settlement, then the AI company might end up paying $9 million of the $10 million settlement, despite their apparently limited liability.

Off the top of my head, I can foresee dozens of similar examples in which an AI tool can be found partially liable for misrepresentations, errors of omission, unauthorized use of confidential intellectual property, and so on, in what can easily become an endless profusion of liability claims.

If the bloom is off the rose of Big Tech, the likelihood of a court assigning liability to those issuing AI tools increases proportionately. If the ruling is upheld by an appeals court, it will generally enter case law and become the basis for similar lawsuits assigning liability to those entities issuing AI tools.

That real harm will result from the use of AI tools is a given. The idea that those issuing these tools should be given a free pass because "we really didn't mean that you could use the tools to reduce human labor and increase accuracy" does not pass the sniff test, nor will it negate advocacy claiming that these tools implicitly make claims about utility that incur liability.

Use an AI tool, get sued. The Wild West of AI's claims of zero liability will soon enter the meat grinder of jurisprudence, and implicit claims of utility will be more than enough to incur liability in a court of law--as they should.

The legal spear in AI's back could prove fatal. A 1% error rate and 1% liability will add up fast.

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