Archives for category: Choices we make

The answer you get depends on the question you try to answer…

“To see Steve Lazarides, Banksy’s former manager, tag his creative genius by staging an unsanctioned exhibit, complete with a souvenir shop, is the greed Banksy graffitied against,” Chapman responded by email. “I can only await his response – and I envision a large mural featuring a rat with a human face.”

‘Art’s uneasy alliance with capitalism’…
‘the greed Bansky graffitied against’!

I gather from Chapman’s words that Bansky has a grudge with greed, not necessarily with capitalism itself.
And I wonder how ‘art’ and ‘capitalism’ may ever enter into an alliance. However uneasy…

Both art and capitalism are, first and foremost, concepts.
On a more practical level, both can be construed as ‘places’.
Art is the place where people so inclined ‘do their thing’.
Capitalism is a social arrangement. The current manner in which most social organisms – nations, in modern parlance – run their economies. Organize the constant exchange between them, nations, and their environment. As well as the economic relations which exist between the individual members of each society.

OK, artists do need to eat… to wear clothes, to use a shelter… Artists are involved in the economic life of the society at large. So artists do have capitalist ties with the rest of the world. Organic ties, not agentic ones. The artists’ need to eat does not depend on their will. Only their greed, in as much as they allow that sentiment to manifest itself.

Which brings us back to Bansky…
I understand from Chapman’s words that Bansky has a grudge against greed!
Which is fine by me…

Some other people, quite a few, have developed a grudge against capitalism itself.
Google ‘anti capitalist art’.
Click ‘images’.
Most of the ideas present there are valid. Many of those yielding a lot of power, a lot of ‘capitalist power’, do behave badly. Are too greedy. Disrespectful. Towards other people and towards the environment.
But should we toss the baby out with the dirty bath water?

“How is capitalism better than socialism and communism?”

First of all, capitalism, socialism and communism are four different things.
Socialism, per se, is two things.
Funny, right?

There is the democratic socialism. A social arrangement where ‘nobody is left behind’ and where the economy is run according to capitalist principles.
And there is the ‘stepping stone’ socialism. The ‘prep class’ a Marxist society was supposed to graduate from before acceding to communism. In fact, the former USSR – as well as all the other former ‘communist’ countries had never reached that stage. Stepping stone socialism is something nobody has yet been able to graduate from.

‘Stepping stone’ socialism and communism are bad. For the simple reason that both are authoritarian regimes. Run by a small group of people according to their own whims. Pretending to mind the best interests of the entire people but, in reality and like all other dictatorships, minding exclusively their own businesses.

Capitalism? Nazi Germany was capitalist. Not good. Because it was Nazi…

‘Capitalism’, the entire gamut covered by the blanket term, is neither good nor bad. People collaborating using capitalist principles can reach for the stars – literally – while people obsessed with amassing money will, eventually, end up in a cul de sac. Remember what happened in 2008?
Free market capitalism, run by a democratic society, makes wonders. The USA until 2008, Canada, Australia, New Zealand, Japan and South Korea after they had regained their freedom, W. Europe. Great Britain.
The problem with free-market capitalism being the freedom of the market. In order to make wonders, the market must remain functionally free. Free from obsessions, free from monopolies, free from political heavy handed interventions. And equipped with a sturdy social safety net. The US used to have one. W. Germany also. Unfortunately, that kind of capitalism is very hard to find nowadays… Too many oligopolies have cornered too much of the former free market and too many safety nets have been transformed into pampering devices for dependent people. Some of whom are already rich!

We’re currently experiencing a tug-of-war.
Frustrated people have been harnessed to pull in diametrically opposed directions.
Some have somehow been convinced that the free market should be allowed to become a MMA cage. A no holds barred free for all fighting place. And what if the whole thing will eventually be dominated by your local bully? We’ll deal with that if/when it will happen.
Others have been duped to believe that capitalism is bad. That usury is not an abuse but the defining characteristic of capitalism. Hence a compelling reason for capitalism to be rejected lot, stock and barrel!

OK, for the sake of the argument, let’s look for a replacement. A replacement for Adam Smith’s capitalism.

Let me remind you that bona fide socialism relies on redistributing wealth created using capitalist principles.
That stepping stone socialism is a mockery. An undercover capitalism where all significant property is owned by the state. Where all decisions are made by the government. By the revolutionary government which pretends to know better, as advertised by Marx. Karl, not Groucho.
And that ‘real communism’ is nothing more than a thought experiment! Wouldn’t it be nice if? Yes, it might have been nice if the practical aspects of the whole thing didn’t prevent those who have tried it from reaching their goals.

“And the LORD God said,
Behold, the man is become as one of us, to know good and evil.“

After learning godlike skills – after becoming a conscious human being, that is – man has set his sights on the next target.
Apportioning blame. Finding culprits. The only way forward, right? Bulldoze the obstacles away, lose the dead weight and you’ll get there a lot faster.
Where? Where is that elusive ‘there’? We’ll find out about the place when we’ll get there!

If we’ll get there… If we’ll ever get anywhere with that attitude, for that matter!

Researching for this post, I came across Dietrich Bonhoeffer’s Theory of Stupidity.

First things first.
Bonhoeffer was a German theologian who happened to come of age right when Hitler was confiscating political power in Germany. Even though Bonhoeffer belonged to a church which denounced violence, even in self defense, Bonhoeffer eventually joined a conspiracy trying to assassinate the dictator.
““Here the law is being broken, violated,” he deplored. It might be true that “the commandment is broken out of dire necessity,” but to say he broke the commandment of necessity is still to say he broke the commandment. Rather than pretend this was some positive moral good, Bonhoeffer instead threw himself at God’s feet and begged forgiveness for the sin he could not but commit.“

In his writings, Bonhoeffer was abundantly clear.

“The fact that the stupid person is often stubborn must not blind us to the fact that he is not independent. In conversation with him, one virtually feels that one is dealing not at all with a person, but with slogans, catchwords and the like, that have taken possession of him. He is under a spell, blinded, misused, and abused in his very being. Having thus become a mindless tool, the stupid person will also be capable of any evil and at the same time incapable of seeing that it is evil. This is where the danger of diabolical misuse lurks, for it is this that can once and for all destroy human beings.
‘Yet at this very point it becomes quite clear that only an act of liberation, not instruction, can overcome stupidity. Here we must come to terms with the fact that in most cases a genuine internal liberation becomes possible only when external liberation has preceded it. Until then we must abandon all attempts to convince the stupid person. This state of affairs explains why in such circumstances our attempts to know what ‘the people’ really think are in vain and why, under these circumstances, this question is so irrelevant for the person who is thinking and acting responsibly.
“


The key concept here, as I read Bonhoeffer’s work, is that external liberation must come first. As a precondition for the ‘internal liberation’. For a shackled individual, reaching a peaceful state of mind is almost impossible. And since nobody can exercise their will in a free manner unless their mind is ‘level’….
Further more, in order to learn one needs an open mind. A free, level and open mind. And being able/willing to learn is the only road out of ‘stupid-land’. The only way to overcome the ‘what I already know is plenty’ attitude.
Only a free individual can choose to independently examine the facts. A shackled one will almost always give up. And accept whatever official version is being shoveled down their throat.

And here’s the catch.
“In conversation with him, one virtually feels that one is dealing not at all with a person, but with slogans, catchwords and the like, that have taken possession of him. He is under a spell, blinded, misused, and abused in his very being.“

Having grown up, and being socialized, under a communist regime – somewhat different but not entirely from the nazism experienced by Bonhoeffer – I understand how it is to live under symbolical duress. Under a constant deluge of lies. Which were meant to effectively shackle us. Not to educate but to condition us.
During that time, I had also noticed the deluge was poured by intellectuals. The very people who were supposed to do the exact opposite. To enlighten us. To elevate the willing people to the ‘next level’. Teachers, writers, artists … and even clergy. Not all the intellectuals were involved in this process but all those used by the dictating party to destroy both our external and internal freedom did belong to the intellectual caste.

Communism and nazism had been somewhat ‘natural’ occurrences.
Ruthless political operators – evil people, in Bonhoeffer’s words – have noticed an opportunity – the existence of economically distressed people – and used their ‘knowledge of words’ to ideologically shackle those people to symbolical totem-posts.

What is currently going on is akin to a suicide of sorts.
We might believe those who had instated communism and fascism had good intentions. Misguided – to say the least, according to the horrible results attained by those regimes, but well intended naive individuals.
Nowadays, after having already experienced those episodes, we should be threading very carefully…
The same level of popular dissatisfaction, the same level of finger-pointing, of frustration… everything stirred up and brought to paroxysm by the same kind of manipulation.
Propaganda spun by the same kind of callous intellectuals as those involved in the advent of communism and fascism. I call them callous because this time they should know better. It is their job to know these things. For it is the intellectuals who are supposed, according to their social role, to “know good and evil”.

This is why I cringe every time I see/hear/read an intellectual who blames the ‘stupid people’ for what’s going on.
Blaming the ‘others’ for things they have done unwittingly is a huge error. For one simple reason.
It’s self defeating. And, hence, treasonous!
We all, both the ‘stupid’ and the rest of us, need to liberate ourselves. From the “slogans, catchwords and the like, that have” been used to shackle us, all of us, into a state of ideological prostration.

We blame them. They blame us. And those who have planned all this cannot believe how successful they have been.
But for the very shortest of times…
Social uniformity begets ‘morass’. Like water, a society needs to flow in order to remain reasonably clean. To remain functional.
Communism, artificial equality, brings everything to a stand-still.
On the other hand, too much social disparity, too much power concentrated in a very small number of hands while the rest are reduced to a state of prostration, begets revolution. Like a body of water perched on a cliff wanting to climb down, a strung up society will, eventually, find ‘relief’. Sometimes explosively.
It is the intellectuals who need to figure this out. For it is them who fare worst under all dictatorial regimes. Regardless of anything a dictator might promise.

“In the 1970s, Carlo Cipolla, a social psychologist, developed FIVE LAWS OF STUPIDITY. The term itself, he said, wasn’t a description of intellectual acuity, but of social responsibility. A stupid person is a person who causes losses to another person, or to a group of persons, while deriving no gain for himself, and possibly incurring losses. Cases in which someone takes an action by which both parties gained, was deemed intelligent.“

Cipolla’s words are correct. But incomplete.
Even if the individual who causes losses to others people do it for personal gain, their endeavor is still stupid! Because that ‘thing’ is unsustainable! People taking advantage of other people leads the whole party into a dead-end.
Adam Smith was describing ‘the butcher, the brewer and the baker working for their own personal interest and so driving forward the entire market/society’. The entire society!
Indeed! Only those people were working together!
Not each of them against all others! Those who tried to con their business partners were thrown away!That was the essence of Adam Smith’s free market!
The freedom enjoyed by everybody. The freedom from being swindled.

Do you feel free?


“WE ARE GOING TO CONTINUE TO FOCUS ON SOLVING PROBLEMS
FOR HARDWORKING AMERICAN TAXPAYERS”

“LEADER JEFFRIES“

(You might want to read my previous post before this one.
If you haven’t already done that, of course…)

Democrit’s atoms come with a clear cut set of rules. ‘Trapping’ them into a very predictable ‘future’. ‘If conditions are such and such, each of them atoms will do this and that’.
Furthermore, and as far as we know, that set of clear cut rules is valid everywhere. Was since the start of time and will remain valid for as long as the world will remain ‘as such’.
Our current understanding of the world – leaving aside various religiously motivated cosmogonies – actually depends on that set of clear cut rules being consistent over space and time.

At some point in time, and space, another set of rules had appeared. Even if we weren’t there to notice the event… Meaning that that appearance was a natural occurrence. We don’t yet know how that happened – not exactly, any-way – but we are satisfied that the first set of rules didn’t have to be broken in order for the second to appear. We consider that no miracle was necessary for life to happen. That happenstance and the first set of rules are a sufficient explanation.

This second set of rules is somewhat laxer than the first one.
It still traps those who have to obey it into a certain behavior but those respecting it enjoy a way wider ‘lee-way’ than Democrit’s atoms. The second set of rules makes it possible for evolution to happen.

While the individuals involved – atoms in the first case and individual living organisms in the second – don’t have any say in the matter, the first set of rules is consistent in space and time while the second one depends on the specifics of each region of the space and evolves in time.
Still trapped, but differently. The limitations pertaining to the first set of rules are drastic – life needs a very ‘narrow’ ‘window of opportunity’ in order to remain viable – yet the second set of rules ‘enshrines’ a certain amount of ‘individual freedom’. In the sense that individual living organisms do have a certain say when it comes to their own survival while the individual species have the ability to adapt to whatever changes happen where they have to survive.

Very recently – in the cosmological time-frame – yet another set of rules. Opening yet another space/place. Consciousness.
Not unlike a Matryoshka…, the first set of rules ‘opens’ the space where everything happens. Exists, but somehow ‘insulated’ when it comes to the passage of time.
The second set of rules opens a ‘narrower’ space. Narrower in the sense that life needs a very ‘narrow’ set of temperature, atmospheric pressure and the presence of certain substances. But a lot wider in the sense that the individuals involved have a certain autonomy and a certain sensitivity in the passage of time.
The third set of rules, the one opening up the space we call ‘consciousness’ is ‘written on the go’.

It does have a certain consistency.
For the simple reason that it is ‘written’ by statistically similar ‘authors’.
Take language, for example. One of the sub-sets belonging to the third set. It is shared solely by members of a single species, wielding more or less similar brains. OK, different languages have appeared in different geo-historical conditions but every human being who happens to be alive is potentially able to learn any of the languages ever spoken on Earth…
This third set of rules is usually referred to as ‘culture’. In the wider sense of the word. Information which is passed from one generation to the next one. Information which, shared among the members of the living generation, makes them conscious human beings.

I know, this is a startling manner of looking at things.
Please allow me to shed some light on the matter from another angle.
We have – we have noticed, more exactly – a ‘First Set of Rules’. FSR, let’s call it. Ingrained into the building blocks of the ‘real world’. Which rules will, hopefully, remain as they are for the entire foreseeable future… otherwise life, as we know it, will cease to exist in a jiffy.
We have also noticed, while attempting to understand ‘life’, a SSR. Second Set of Rules. Describing/making possible what we call life. Which life is, by nature/definition an evolving process. Hence the rules themselves not only allow a certain lee-way but also are bound to be rewritten whenever possible. Whenever the ‘altered version’ doesn’t jeopardize the survival of the individual harboring that version.
And whenever the accumulated alterations happen to be beneficial … a new rule is in place. Or a new species, according to the biologists.
The TSR is a work in process. A lot more so than the SSR. In the sense that each individual ‘rule’ – piece of information added to the corpus of work usually known as culture – has been put there teleologically. On purpose. Never fully aware of all the implications but always as the consequence of a conscious act.

This being the moment when I remind you that this blog is about “exploring the consequences of our limited conscience”.

https://books.google.ro/books/about/What_Evolution_Is.html?id=i8jx-ZyRRkkC&redir_esc=y

https://constructivist.info/1/3/091 regarding self awareness/consciousness

“As a white family, [we were] being told we’re racist
and not given the same opportunities because of the colour of our skin,”
“My daughters growing up in this world — we just couldn’t have it.”
In a bid to expedite his family’s citizenship applications,
Mr Huffman joined Russia’s military.

As living organisms, we are defined by the genes inherited from our parents.
As socialized human beings, our thoughts are shaped by the particular culture seeping through our consciences.
As politically governed inhabitants of various countries, our destinies depend on the wisdom of those calling the shots. On more than one level…

We don’t have much to say when it comes to our genes.
We can always interpret the tenets of the above mentioned cultures.
As citizens, and very much depending on the particulars of each ‘polity’, we can always try to influence the decision making process.

We cannot do much about our genes for a very simple reason. They are part and parcel of our ‘inner-workings’. The immutable part of what we are.
We can interpret culture and attempt to influence others because of our consciousness. Our ability to develop a certain kind of awareness.

Consciousness, the ability, can be construed as a space. The place where our individual consciences exist, meet and interact.
Our individual consciences can be understood as atoms inhabiting the consciousness.
Like all other spaces. consciousness has dimensions. Hence regions. Each region ‘functioning’ according to certain sets of rules. Sets of rules otherwise known as ‘cultures’.
Culture, in general and each of the individual ones, is ‘alive’. Just as life itself is ‘alive’.

Unfortunately, life is only ‘aware’. Not yet aware of it’s own self. Not yet conscious. Only a certain species of individual living organisms has, as far, developed this ability.
‘Culture’ – a living thing because it is animated by individual living organisms, the conscious ones – is also ‘aware’. Just as life is ‘aware’. But, again like life, culture has not yet developed a full consciousness. And awareness of

Atoms, in the real world as well as the individual consciences inhabiting consciousness, ‘cooperate’.
Democrit’s atoms, in various combinations, constitute the ‘real’ world. Including here the individual living organisms harboring individual consciences.
Conscious ‘atoms’, the individual consciences harbored by the living organisms which have been able to develop one, are about to take over a portion of the above mentioned ‘real’ world.

Unless they destroy it first…



The Ancient Greeks made the difference between Nomos and Phusis.
Phusis was Nature and Nomos was what they made of it. And as long as the story ‘held water’… that was it.

By figuring out that they were the link between Phusis and Nomos, the Ancient Greeks were capable of integrating the miraculous into their daily lives. As long as they kept believing ‘the story’…
For as long as ‘faith’ was doing its magic, things were OK.
They, individually speaking, didn’t feel the need for much additional explanation. They kept figuring out what they could and accepted the rest. As belonging to the ‘other’ half of the realm they were inhabiting. People and gods sharing the same (cultural) space….

Phusis was what there was and Nomos was the words they used to describe what they saw.
The words they used to make sense of what they were living. The words they used to spin ‘the story’ which kept them at ease with everything they couldn’t figure out.

Phusis and Nomos, together, was what made us possible. What we call ‘the Western Way of life’.

At some point, we’ve started to study physics.
Newton figured out gravity. Not why things fell down, only the rate at which they did it. 9.81 m/second squared at sea level.
Using far more advanced mathematical gimmicks, Einstein was able to calculate a lot more. But we still don’t know why mass tends to pull together. But we stopped worrying about it… now that we’ve been able to measure G. “Big G”, the gravitational constant, different from the “small g” measured by… Galileo Galilei. Forget it.
The point being that we still don’t know why mass tends to pull together, to coagulate, as opposed to attempting to dissipate. As gases do… as long as there’s enough heat available!

To cut the long story short, we’ve cut out the miraculous from what we consider to be normal. Acceptabil in nominal terms.
We attempt to measure everything. And to calculate what we cannot measure.

After all this time, we haven’t yet been able to accept our limits.
Which is good.
We keep pushing them.

Only sometimes we push them too hard.
We keep pushing those limits where they have given up previously. And we don’t always notice what’s really going on.

Trying to understand physics, we’ve learned to fly. Hot air balloons, fixed wing air-crafts, rotary wing air-crafts, Lunar landing modules, nuclear-tipped cruise missiles…
Trying to understand chemistry, we’ve learned to transform matter. The food we eat, the clothes we wear, the materials we use, prescription drugs, life-saving vaccines, poison gasses….
Trying to understand biology, we’ve learned to influence evolution. Cross-bred plants and animals, decoded – and then coded back – genetic information…
Trying to understand economics, we’ve built the world as we currently have it. And put together the Efficient Market Hypothesis which keeps failing us…
Trying to understand consciousness we’re messing up everything. Fake-news, post-truth, “artificial intelligence”…

And we still don’t know why mass tends to coagulate, how life came up to be, how consciousness grew up on top of everything…

The Sapir-Whorf hypothesis, following ideas put forward by Wilhelm von Humboldt, posits that the kind of language used by various categories of people have a meaningful impact upon the ways each of those categories of people think. And see the world.
The last iteration of the above hypothesis being the advent of AI. We train it using various languages. Those trained using precise languages – chess, go, ‘mathematics’ – work more or less as intended – aka ‘perfectly’ – while those trained using everyday English end up hallucinating…

https://www.jstor.org/stable/43102168: Sapir-Whorf
https://www.ibm.com/think/topics/ai-hallucinations
Moloch’s Bargain: Emergent Misalignment When LLMs Compete for Audiences:
https://arxiv.org/abs/2510.06105

“In America,
voters don’t pick their politicians.
Politicians pick their voters.”

Wayne Dawkins

America is the land of the free.
‘The people’ can, according to the Constitution, choose among the candidates.
The politicians can, also in ‘certain’ conditions, choose their voters…

And those so inclined can choose their gender!

Do I have a problem with that?

No!
But I find it very interesting that ‘gender-mandering’ is such a divisive subject.
Very revealing, actually.

Let me start with the beginning.
“The word gerrymander (originally written Gerry-mander; a portmanteau of the name Gerry and the animal salamander) was used for the first time in the Boston Gazette[b] on 26 March 1812 in Boston, Massachusetts, United States. This word was created in reaction to a redrawing of Massachusetts Senate election districts under Governor Elbridge Gerry, later Vice President of the United States. Gerry, who personally disapproved of the practice, signed a bill that redistricted Massachusetts for the benefit of the Democratic-Republican Party.” https://en.wikipedia.org/wiki/Gerrymandering.
In this context, it’s worth mentioning that the Democratic-Republican party very soon later divided itself into the present day Republican and Democratic parties…

So, gerrymandering is one of the many common traits shared by both parties…
“The Founders frequently wrote about the dangers of political parties. They often labeled them “factions” that were divisive and rooted in self-interest. In Federalist #10, James Madison wrote that factions were a majority or minority animated by “some common impulse of passion, or of interest” harmful to the rights of others and the common good. They could be a source of unjust laws and a threat to popular self-government. President George Washington concurred and warned in his 1796 Farewell Address that “the baneful effects of the spirit of party” included strong passions, jealousies and revenge, dissention, and despotism.” https://billofrightsinstitute.org/essays/the-history-of-political-parties-in-the-united-states

“Some common impulse of passion, or of interest”

And there is a common impulse of passion. And of interest!
Both parties want power. And in order to get it…

Hence not only gerrymandering – used by both parties – but also ‘gender-mandering’.
Using gender as a bone of contention. A very useful posturing pretext…

Who, but those experiencing gender-dysphoria, is actually interested in the subject?
Maybe those baffled by the insistence with which some trans-women demand to be allowed to participate in professional sports… against cis-women, of course!

On the other hand… as a posturing pretext, the subject is invaluable!
To some, it epitomizes ‘you can be whatever you want to become’. ‘Progress’ in its purest form.
To others, it is anathema. The very notion of ‘against’. Against of nature, defying God’s will, you name it!

Did I make myself clear?

What about those living ‘in hell’?!? ‘Caught in the wrong person’?
Who cares about them?!? They are few enough to be negligible. Except for when a scapegoat is in order…

Do your own thinking!

How many times did you came across this message? ‘Do your own thinking!’. ‘Do your own research!’. ‘Don’t believe everything you are told!’

Sounds reasonable, doesn’t it? What’s wrong in googling up a subject before making up your mind? What’s wrong in storming your brain before calling something one way or another?

Let’s examine something else first.
There are ways in which we relate to ‘reality’. ‘Conservatively’ or ‘open-mindedly’.
And no, this has very little to do with our intelligence or with our level of education.

It depends on how important the subject at hand is to our well being and whether we have already made up our mind about it!

How open minded are you when it comes to spending the last money you have in your pocket? With no prospect of getting any in the near future?
How open minded do you remain after you have already declared, publicly, one way or another?

Most of those lavishly spraying their audience with ‘use your own heads’ – in my FB feed – also told their followers to avoid vaccines, at all cost. The one against Covid in particular – ‘it will eventually kill you’, but also those against measles. ‘It might cause autism’.

How this thing works?

Survival bias.
We not only want to survive, physically, but also to ‘feel good’. To preserve the good opinion we have constructed about ourselves.

This being the reason for which those of us who struggle to find their next meal will not take time to consider any philosophical subject. Will gladly accept the more ‘convincingly’ stated opinion and get back to the more important task of ‘foraging’.
And this being the reason for which those of us already entertaining a strong opinion about a subject see the world ‘differently’. Effectively associate different meaning to the same words!

“Do your own thinking” actually means different things to different people.
For those who have already made up their minds it means “feel free to stick to your own opinion”.
While for those who, for whatever reason, are open-minded about the subject at hand it means “please hear me out”.

Take your pick.

Each situation comes with possibilities.
Which of them happen, and in which order, determine the ‘future’.

As of now, AI – plain vanilla, generative and even agentic – is nothing but a tool.

A tool used by us to peruse what ever information it has access to. Information already ‘generated’ by us…
A tool used to organize, and present, said information according to algorithms. Algorithms learned from us…
A tool used to solve tasks we have set for it. According to our needs, whims and, above all, our ability to relate with the surrounding reality.

And now we’re scratching our collective head.
Wondering why the result isn’t that different from the one we get when using our own heads…

https://www.theregister.com/2025/08/18/generative_ai_zero_return_95_percent

https://www.theregister.com/2025/08/19/us_government_ai_procurement