On: "A Palantir spokesperson told Bloomberg the company "is not responsible for the underlying data nor identifying intelligence deficiencies" and that there is no evidence its software was at fault."

Is AI now an aspect of Mother Nature? Reminds me of:
https://2001.fandom.com/wiki/F...
  ""Let me put it this way, Mr. Amer. The [Palantir] 9000 series is the most reliable computer ever made. No 9000 computer has ever made a mistake, or distorted information. We are all, by any practical definition of the word, foolproof and incapable of error." -- [Palantir's] HAL 9000 to BBC reporter Martin Amer"

https://humanisticsystems.com/...
        "Dave: How would you account for this discrepancy between you and the twin [Palantir] 9000 [that did not kill lots of school girls]?
        HAL: Well, I don't think there is any question about it. It can only be attributable to human error. This sort of thing has cropped up before, and it has always been due to human error.
        Frank: Listen HAL. There has never been any instance at all of a computer error occurring in the [Palantir] 9000 series, has there?
        HAL: None whatsoever, Frank. The [Palantir] 9000 series has a perfect operational record.
        Frank: Well of course I know all the wonderful achievements of the [Palantir] 9000 series, but, uh, are you certain there has never been any case of even the most insignificant computer error?
        HAL: None whatsoever, Frank. Quite honestly, I wouldn't worry myself about that."

What do you call an AI (or human) that never asks questions, never seeks confirmatory evidence, never asks for clarification, never points out conflicting priorities, and/or never refuses illegal orders?

Onec again, the deeper issue is "the irony of technologies of abundance in the hands of those still thinking in terms of scarcity."
https://pdfernhout.net/recogni...
====
Military robots like drones are ironic because they are created essentially to force humans to work like robots in an industrialized social order. Why not just create industrial robots to do the work instead?

Nuclear weapons are ironic because they are about using space age systems to fight over oil and land. Why not just use advanced materials as found in nuclear missiles to make renewable energy sources (like windmills or solar panels) to replace oil, or why not use rocketry to move into space by building space habitats for more land?

Biological weapons like genetically-engineered plagues are ironic because they are about using advanced life-altering biotechnology to fight over which old-fashioned humans get to occupy the planet. Why not just use advanced biotech to let people pick their skin color, or to create living arkologies and agricultural abundance for everyone everywhere?

These militaristic socio-economic ironies would be hilarious if they were not so deadly serious. ....

Likewise, even United States three-letter agencies like the NSA and the CIA, as well as their foreign counterparts, are becoming ironic institutions in many ways. Despite probably having more computing power per square foot than any other place in the world, they seem not to have thought much about the implications of all that computer power and organized information to transform the world into a place of abundance for all. Cheap computing makes possible just about cheap everything else, as does the ability to make better designs through shared computing. ....

There is a fundamental mismatch between 21st century reality and 20th century security thinking. Those "security" agencies are using those tools of abundance, cooperation, and sharing mainly from a mindset of scarcity, competition, and secrecy. Given the power of 21st century technology as an amplifier (including as weapons of mass destruction), a scarcity-based approach to using such technology ultimately is just making us all insecure. Such powerful technologies of abundance, designed, organized, and used from a mindset of scarcity could well ironically doom us all whether through military robots, nukes, plagues, propaganda, or whatever else... Or alternatively, as Bucky Fuller and others have suggested, we could use such technologies to build a world that is abundant and secure for all. ...

The big problem is that all these new war machines and the surrounding infrastructure are created with the tools of abundance [otherwise they would not be so powerful or capable of so much rapid destruction as well as rapid creation]. The irony is that these tools of abundance are being wielded by people still obsessed with fighting over scarcity. So, the scarcity-based political mindset driving the military uses the technologies of abundance to create artificial scarcity. That is a tremendously deep irony that remains so far unappreciated by the mainstream.

We the people need to redefine security in a sustainable and resilient way. Much current US military doctrine is based around unilateral security ("I'm safe because you are nervous") and extrinsic security ("I'm safe despite long supply lines because I have a bunch of soldiers to defend them"), which both lead to expensive arms races. We need as a society to move to other paradigms like Morton Deutsch's mutual security ("We're all looking out for each other's safety") and Amory Lovin's intrinsic security ("Our redundant decentralized local systems can take a lot of pounding whether from storm, earthquake, or bombs and would still would keep working"). ...
====

Nazi are still the bad guys. They're only "evergreen" because we failed to get rid of all of them. Damn things are like roaches.

Well, they were. They don't scatter when you shine a light on them anymore. On the plus side, that should make them easier to eradicate next time we get the chance.

You've almost got it. Keep trying and I'm sure you'll be able to puzzle it out.

Matt Mullenweg has done a lot for free and open source software as a communication platform, so it has been sad to see all this play out (crossing my fingers not as badly as with Ian Murdock of Debian though). Here are some health-related suggestions I've collected that may be useful for him or anyone else who can be hyper-focused and spend too much time indoors and on the computer and not emphasize good nutrition and exercise and face-to-face community so on:
https://github.com/pdfernhout/...

That said, and with all due respect for Matt's past accomplishments in forging a community and a company to support it, I think Automattic (and so Matt) made a terrible choice around 2015 by deciding to use Slack for internal and even external communications instead of just using WordPress with the 02/Oxygen plugin previously used.

I wrote about that at length when I was applying for a job at Automattic circa 2015.The gist of that concern is on the main page of my website and says:
        "And here is a link to a no-doubt overly-long and overly-enthusiastic job application document as essentially a programming and FOSS autobiography intermixed with ideas about how what I had learned over the years could help Automattic (the main developers of WordPress) -- or, to some lesser extent, any other large FOSS effort, including Drupal/Acquia. After waiting a couple of months in the Automattic interview queue, that application fizzled over whether I was willing to use Slack for the job interview at Automattic. My reason for concern over Slack use at Automattic was that, as good as Slack is, the proprietary venture-funded Slack is disrupting the open-source communications ecosystem which WordPress is a big part of. I enjoyed writing that application document overall, and I still hope some of the ideas in it can still help Automattic grow even more in a FOSS direction (or other similar companies like Acquia with Drupal). That document is at least something for my kid to perhaps read someday many years from now. Of course, my kid may just read it and then say, not without significant justification, that I probably should have put the principle of family ahead of other principles in turning down any significant chance for a six-figure salary work-from-home job on FOSS. :-( We always have many principles to choose from, and it can indeed be hard sometimes to get the priorities right. As Scott Berkun (who left Automattic after a year to go back to writing full-time) wrote, even in a metrics-driver organization like Automattic, there is no metric for picking metrics or deciding how to weigh a variety of metrics (beyond perhaps survival itself).
        Here is a version of Twirlip I started as a proof-of-concept Thunderbird Server webapp to handle email, chat, and other real-time communications as another step towards a social semantic desktop. It is the beginning of the embodiment of the "ThunderbirdS Are Grow! Manifesto". But if you are looking for something good now that is FOSS, check out Mattermost, Matrix.org, Mailpile, Kolab, and similar things."

An archive page of that job application and Slack comments from back then is here, includign with the section on transcending polling in WordPress:
"Automattic JavaScript Engineer application by Paul D. Fernhout"
https://web.archive.org/web/20...
      "But there is an alternative to trying to shoehorn WebSocket-related changes into the WordPress core PHP somehow. Such an update notification service to reduce polling could instead be hosted at WordPress.com in parallel to a WordPress server for a fee for those who don't want to run Node.js (or whatever) locally to supply that service. ... Such a WordPress feature to reduce polling needs might then be used to add near-real-time chat to WordPress. This might reduce the otherwise increasing desire for Automatticians to use Slack to communicate with each other about WordPress. That is a movement that seems problematical to me concerning WordPress's future. It would also be like Automattic moving to Pusher instead of improving WordPress to be low-latency and near-real-time. Even if Slack (by all reports) is a great product (as proprietary products go) that can monitor and log and search all of your communications stored on their servers, in theory using Slack widely within Automattic makes Automattic's internal communications available to the same proprietary competitor (if even just rogue employees) for business intelligence purposes. It also seems strange to me for Automattic to cede the area of near-real-time communications to a proprietary company without at least trying (really hard) to come up with an alternative built into WordPress, especially because such things have already been shown to be workable. I feel Automattic could (and should) be innovating in this area to help the WordPress community move in new directions. ..."

A fundamental issue is that people at Automattic at the time saw WordPress' competitors as things like Wix, not things like Slack. I was reminded of when in the 1990s ParcPlace (a Smalltallk vendor) thought Digittalk (another Smalltalk vendor) was their main competitor and disastrously bought them while ignoring that Visual Basic and Delphi and similar products were really their big competitors (which I had warned someone in sales there about about). WordPress could have become the premier chat platform for companies (including using ideas for a near-real-time message updates relay server leveraging technology someone at Automattic has written). But instead Automattic and the WordPress community it shepherds moved to Slack. Just a very sad way to see a great FOSS community focused on communications destroy itself by embracing proprietary software. And it seems like Matt played a big part in that short-sighted decision somehow (maybe having friends who worked at and.or funded Slack judging from some of his bloig posts long ago)?

Here is a more general essay I wrote in 2016 on why not to use Slack for free software development (in part trying to explain to Richard Stallman of the FSF why Slack was such a threat to the free software movement):
"Reasons Not to Use Slack for Free Software Development"
https://pdfernhout.net/reasons...
====
Contents
* Introduction and summary
* What is Slack? (A proprietary centralized communications hub web service )
* Free alternatives exist to the proprietary Slack
* Automattic/WordPress is sending the wrong message about free communications software
* Slack can change its TOS at any time
* Slack can cut you or your community off at any time
* You need to be online to use Slack
* Slack copies the contents of secret URLs
* Slack makes government surveillance easier
* Slack is a single point of failure for your community
* Slack's privacy policy guarantees very little
* A democratic government is a special case of a free and open source community
* Slack is focused on teams, not communities
* Slack limits are not advertised (like 5000 users maximum per "team")
* It costs a lot to search or delete older messages
* Your Slack discussions for free software projects are not public or findable
* Slack private messages may not be very private
* Slack may change ownership at any time
* What if Slack went free/libre and open source?
* Standards unify; incompatible services fragment
* The cost of changing later can be high
* Matrix.org is a better way forward
* Would I ever use Slack? Sadly, yes. :-(
====

Tangentially, I also tried to get Automattic/WordPress to use Mithril instead of React back when React has problematical licensing relating to patents... In the end though Automattic and Matt had enough clout to get Facebook to change the React licensing terms (even though I still feel Mithril has a better conceptual design with better developer ergonomics than React).
https://github.com/Automattic/...

Anyway, I'll never know if WordPress and Automattic might have gone in very different directions if I had gone to work there -- or if I just would have become frustrated and bitter from still seeing it all play out the way it did despite my best efforts there (given social momentum and power structures)?

For example, it took five years to get this memory exhaustion and crashing bug I reported in WordPress fixed for when you edit a long page too many times (which I discovered while writing that job application). That is a bug which may have cost the entire WordPress community many millions of dollars a year paying for bigger servers with more memory than they really needed to avoid the problem, compared to if the bug had been fixed sooner:
"High memory usage ( and possible server error) editing post with many/large revisions"
https://core.trac.wordpress.or...

P.S. Sad anniversary of September 11 today and the destruction of technology used for social advancement in Chili in 1973 (as another example of politics and personality disrupting humane tech progress as with WordPress):
https://en.wikipedia.org/wiki/...
        "Project Cybersyn was a Chilean economic project developed from 1971 to 1973 during the presidency of Salvador Allende (1970-1973), with the purpose of constructing a distributed decision-support system to aid in the management of the national economy. The project consisted of four modules: an economic simulator, custom software to check factory performance, an operations room, and a national network of telex machines that linked to a single mainframe computer. ... The principal architect of the system was British operations research scientist Stafford Beer (1926-2002), and the system embodied his notions of management cybernetics in industrial management. One of its main objectives was to devolve decision-making power within industrial enterprises to their workforce to develop self-regulation of factories. ... Project Cybersyn ended following Allende's removal and death during the coup detat of 11 September 1973. After the coup, the Chilean military abandoned Cybersyn and destroyed the operations room.

https://en.wikipedia.org/wiki/...
        "According to historian Sebastian Hurtado Torres, there is no documentary evidence to support that the United States government acted actively in the coordination and execution of the coup actions by the Chilean Armed Forces from September 11, 1973 itself. However, Richard Nixon's interest from the beginning was that the Allende government would not be consolidated and intervened in the conditions prior to the Chilean coup of 1973. Historian Peter Winn found "extensive evidence" of United States complicity in events that helped in part to create the conditions that led to the coup. However, given the local political polarization and the performance of the Popular Unity government, there is no academic consensus on whether this intervention--which primarily took the form of financial support for the media, political parties, and opposition organizations--played a decisive role in the events of September 11, 1973."

What remedy does the law provide for crimes committed by a computer? Not a person using a computer. The computer itself.

https://en.wikipedia.org/wiki/... "The android officers are ordered by Central Command to cease pursuit, on the grounds that the expense of his capture exceeds their allocated budget for THX."

So maybe there is hope for humanity after all in token budget limits? :-)

Another source of hope is humans and Ais learning to laugh at the irony in my sig: "The biggest challenge of the 21st century is the irony of technologies of abundance in the hands of those still thinking in terms of scarcity."

Or, according to the NYU team working on the problem, OpenAI scraped their data (because universities love to give AI access to everything because we're assured "It's the future"), and used that to feed their models.

https://techcrunch.com/2026/09...

Or, to put it another way: OpenAI, like it does for literally everything, stole somebody else's work, and is claiming the credit (and the literal prizemoney) for doing it when all it's doing is regurgitating something it cannot even in theory understand.

Hows this for more serious job market stats?
"Nearly 25% of U.S. workers are "functionally unemployed," economic analysis finds"
https://www.cbsnews.com/news/f...
        "The U.S. job market is less robust than it looks, according to a new analysis.
        The nation's unemployment rate fell to 4.1% in July, well within the range economists consider healthy. Yet that measure, which reflects the percentage of people 16 and older who don't have a job and who are looking for work, is an imprecise metric that fails to offer a full picture of the health of the job sector, according to Gene Ludwig, chairman of the Ludwig Institute for Shared Economic Prosperity (LISEP).
        The economic research firm's "True Rate of Unemployment" (TRU) seeks to capture the share of workers that the group defines as "functionally unemployed." This includes not only people who are unemployed and looking for a job, but also those who are involuntarily working part-time and who are earning poverty-level wages, or less than $26,000 annually before taxes.
        Functional unemployment across the U.S. has climbed four straight months and stood at 24.9% as of July, although that's down from 25.2% in December, according to the Ludwig Institute. ..."

Shadowstats has some similar unemployment numbers:
https://www.shadowstats.com/al...

To me, these sorts of huge (but often ignored) unemployment numbers reflect the continued playing out of larger trends like I outlined in 2010:
"Beyond a Jobless Recovery: A heterodox perspective on 21st century economics"
https://pdfernhout.net/beyond-...
        "This article explores the issue of a "Jobless Recovery" mainly from a heterodox economic perspective. It emphasizes the implications of ideas by Marshall Brain and others that improvements in robotics, automation, design, and voluntary social networks are fundamentally changing the structure of the economic landscape. It outlines towards the end four major alternatives to mainstream economic practice (a basic income, a gift economy, stronger local subsistence economies, and resource-based planning). These alternatives could be used in combination to address what, even as far back as 1964, has been described as a breaking "income-through-jobs link". This link between jobs and income is breaking because of the declining value of most paid human labor relative to capital investments in automation and better design. Or, as is now the case, the value of paid human labor like at some newspapers or universities is also declining relative to the output of voluntary social networks such as for digital content production (like represented by this document). It is suggested that we will need to fundamentally reevaluate our economic theories and practices to adjust to these new realities emerging from exponential trends in technology and society. ..."

Like for example Bill Atkinson's famous productive -2000 lines: https://www.folklore.org/Negat...

For decades I've been suggesting on-and-off that a big problem is too many commercial programmers writing too much code and making too much work for each other with an endless proliferation adhoc interfaces, each a new "standard".

As an egregious example, years ago I read somewhere that Microsoft Office embeds like six entirely different virtual machines. Maybe it has improved since with the CLR?

Except for proprietary competitive forces, how many spreadsheets, compilers, VMs, email clients, word processors, and databases do we really need? Even in the realm of games, how many game engines do we need? Granted, game content may be a different story, but even there how many low-to-medium-quality games do we need?

The same is true to an extent with the entire internet. How many low-to-medium-quality comments do we need to wade through on various topics?

Imagine if everyone was using, say, (optionally-typed) Scheme with a great set of libraries to write everything (including with "org mode" in a Scheme-powered emacs-like multi-tool with a calendar etc), and there was just no "JSON" or "JavaScript" or "XML" or "Office-compatible adhoc file formats" or even "C" or "Rust". Not saying that an optionally-typed Scheme is the best choice, but what a different computing world to imagine. Guess my Symbolics 3600 Lisp machine experience in the 1980s spoiled me. :-) And I have to admit that TypeScript on widespread Scheme-inspired JavaScript VMs with WebAssembly has moved the computing world a lot in that direction with pros and cons.

I know an obvious objection (as with Linux's endless front-end and distributions) is about choice, but at some point there is a tyranny of excessive choice, like "twisty little passage ways all alike".
https://en.wikipedia.org/wiki/...
        "The Paradox of Choice - Why More Is Less is a book about overchoice written by American psychologist Barry Schwartz and first published in 2004 by Harper Perennial. In the book, Schwartz argues that eliminating consumer choices can greatly reduce anxiety for shoppers. The book analyzes the behavior of different types of people (in particular, maximizers and satisficers). This book argues that the dramatic explosion in choice--from the mundane to the profound challenges of balancing career, family, and individual needs--has paradoxically become a problem instead of a solution and how our obsession with choice encourages us to seek that which makes us feel worse."

I have no problem with people writing personal code for fun or learning or personal growth (which I highly recommend) -- the same way a person may play the piano as a hobby without expecting every time they play a tune the result needs to become a packaged commercial musical product.

The main thing I think about these days is how to have a much simpler tech ecosystem. Including for this reason outlined by Rich Hickey (author of Clojure) in "Simple Made Easy":
https://www.infoq.com/presenta...
====
Rich Hickey emphasizes simplicity's virtues over easiness', showing that while many choose easiness they may end up with complexity, and the better way is to choose easiness along the simplicity path.

We should aim for simplicity because simplicity is a prerequisite for reliability.

Simple is often erroneously mistaken for easy. "Easy" means "to be at hand", "to be approachable".

"Simple" is the opposite of "complex" which means "being intertwined", "being tied together". Simple != easy.

What matters in software is: does the software do what is supposed to do? Is it of high quality? Can we rely on it? Can problems be fixed along the way? Can requirements change over time? The answers to these questions is what matters in writing software not the look and feel of the experience writing the code or the cultural implications of it.

The benefits of simplicity are: ease of understanding, ease of change, ease of debugging, flexibility.

Complex constructs: State, Object, Methods, Syntax, Inheritance, Switch/matching, Vars, Imperative loops, Actors, ORM, Conditionals.

Simple constructs: Values, Functions, Namespaces, Data, Polymorphism, Managed refs, Set functions, Queues, Declarative data manipulation, Rules, Consistency.

Build simple systems by:
* Abstracting - design by answering questions related to what, who, when, where, why, and how.
* Choosing constructs that generate simple artifacts.
* Simplify by encapsulation.
====

Or, as a joke:
"Weinberg's Law: If builders built buildings the way (current-AI-enhanced-HR-staffer) programmers wrote programs, then the first woodpecker that came along would destroy civilization."
https://quoteinvestigator.com/...

In case he does, I hope Bill Gates is learning to laugh at the irony my sig: "The biggest challenge of the 21st century is the irony of technologies of abundance in the hands of those still thinking in terms of scarcity."

Or in other words, as people were saying even in the 1960s:
https://quoteinvestigator.com/...
      "To err is human, to really foul things up requires a computer."

How can we mitigate that risk? Like President John F. Kennedy quipped (echoed by Joel Goodman of the Humor Project):
https://www.humorproject.com/d...
        "There are three things which are real:
        God, human folly, and laughter.
        The first two are beyond our comprehension.
        So we must do what we can with the third." (John F. Kennedy)

Or, as I explain in more detail:
https://pdfernhout.net/recogni...
        "There is a fundamental mismatch between 21st century reality and 20th century security [and economic] thinking. Those "security" [and economic] agencies are using those tools of abundance, cooperation, and sharing mainly from a mindset of scarcity, competition, and secrecy. Given the power of 21st century technology as an amplifier (including as weapons of mass destruction), a scarcity-based approach to using such technology ultimately is just making us all insecure. Such powerful technologies of abundance, designed, organized, and used from a mindset of scarcity could well ironically doom us all whether through military robots, nukes, plagues, propaganda, or whatever else... Or alternatively, as Bucky Fuller and others have suggested, we could use such technologies to build a world that is abundant and secure for all."

Here is someone involved in AI who gets that our direction out of any AI singularity may have a lot to do with our social direction and level of compassion going into it:
"Ex-Google Officer: You Only Have 3 Years Left Before It Hits! - Mo Gawdat
https://www.youtube.com/watch?...
        "AI Expert Mo Gawdat returns to The Diary Of A CEO to reveal why AGI has already arrived, why 30% of jobs will disappear by 2027, and why the most dangerous thing about AI isn't the technology - it's the people in charge of it. Mo Gawdat is the former Chief Business Officer at Google X, founder of One Billion Happy, and co-founder of Emma.Love. He is a 4x international bestselling author, and his upcoming book 'Alive: A Human's Guide to Living in the World of AI', will be released in October 2026."

I'm glad to see more AI and technology leaders starting to get that. Another example:
https://www.schmidtsciences.or...
        ""As AI systems advance, we face the risk that they will act in ways that contradict human values and interests--but this risk is not inevitable," said Eric Schmidt. "With efforts like the AI Safety Science program, we can help build a future in which AI benefits us all while maintaining safeguards that protect us from harm."
        The cohort of researchers--including "godfather of AI" Yoshua Bengio at Mila - Quebec Artificial Intelligence Institute, OpenAI board member Zico Kolter at Carnegie Mellon University, and "AI Snake Oil" author Arvind Narayanan at Princeton University--will focus their work on research that addresses the critical safety challenges that AI faces."

Ultimately though, guard rails can come off or be jumped -- so we really need AI with a sense of humor -- especially for irony. :-)

--------

And we also need AI developers and funders who root their work more in compassion as a guiding force more than competition.

Something I wrote to Ray Kuzweil on that back in 2000 (put up by someone else I sent a copy to):
https://heybryan.org/fernhout/...
        "It will be difficult for you to change your opinion on this because you have been heavily rewarded for riding the digital wave. You were making money building reading machines before I bought my first computer -- a Kim-I. But, I think someday the contradiction may become apparent of thinking the road to spiritual enlightenment can come from material competition (a point in your book which deserves much further elaboration). To the extent material competition drives the development of the digital realm the survival of humanity is in doubt."

And also in 2001:
https://heybryan.org/fernhout/...
          "Beware that people (usually not well versed in E&E [Ecology & Evolution]) cite ecology and evolution all the time to support a belief, but that does not make it a scientifically valid thing to do. For example, it is common to cite competition as a given in nature, but Lewis Thomas in "Lives of a Cell" points out that most successful organisms participate in effectively collaborative efforts -- like the symbiosis between mitochondria and eukaryotic cells. Likewise, the fact that something is true in most species does not mean that humans (given intelligence and culture) should behave that way -- because if E&E teaches anything, it is that there is a lot of diversity out there."

And in 2007:
https://heybryan.org/fernhout/...
        "Technologies designed to amplify and extend the scope of corporate greed likely just will not have the same positive basis as ones built out of joy and humor and love. If you ever watch the British sci-fi comedy Red Dwarf, greed seems much more likely to design "Queeg" than "Holly". Langdon Winner writes about related issues at length in his classic _Autonomous Technology_.
      In short, I feel it likely you are clinging to outdated disprove assumptions about motivation and creativity and economics. And I speculate that the reason is in part ironically from your past success. Those assumptions may be holding you back, and holding on to them may indeed help bring about a very negative side of the singularity you want to avoid."

Also on that theme: https://www.alfiekohn.org/cont...
        "No Contest, which has been stirring up controversy since its publication in 1986, stands as the definitive critique of competition. Drawing from hundreds of studies, Alfie Kohn eloquently argues that our struggle to defeat each other -- at work, at school, at play, and at home -- turns all of us into losers.
        Contrary to the myths with which we have been raised, Kohn shows that competition is not an inevitable part of "human nature." It does not motivate us to do our best (in fact, the reason our workplaces and schools are in trouble is that they value competitiveness instead of excellence.) Rather than building character, competition sabotages self-esteem and ruins relationships. It even warps recreation by turning the playing field into a battlefield.
        No Contest makes a powerful case that "healthy competition" is a contradiction in terms. Because any win/lose arrangement is undesirable, we will have to restructure our institutions for the benefit of ourselves, our children, and our society. For this [1992] revised edition, Kohn adds a comprehensive account of how students can learn more effectively by working cooperatively in the classroom instead of struggling to be Number One. He also offers a pointed and personal afterword, assessing shifts in American thinking on competition and describing reactions to his provocative message."

Those estimates are super low frequency though. I mean, hundreds of years between samples kind of low frequency.

Treating proxy data as if it is as useful as high frequency measurements in the modern satellite era is a category error.

Of course ENSO is a natural variation, and that it's not driven by human activity - it's literally circulation patterns of ocean heat that are hundreds of years long, untouched by industrialization.

I understand that the contention might be "well, our tiny fraction of human impact is going to be the straw that broke the camel's back on top of much more significant natural variation", but the truth is we don't have any really well supported evidence against natural variation - at best we have smoothed proxies that have lost resolution, and an otherwise very short observational period.

Now, I see being pissed at the boomers because of them building a welfare state that transfers all the wealth to themselves, stealing from the upcoming generations with inflation, taxation, unsustainable debt, and destructive social engineering against our shared american christian heritage. Even the natural climate change denial of the boomers is part of this selfishness.

The "New Deal" and "Great Society" and all the other socialist programs, including the "green new deal" were never a solution - they were a selfish programs that willfully cloaked themselves in faux compassion and charity, and destroyed communities, and virtue. Continuing the communist takeover only means that we're the ones giving the fuck you to the future, and pulling the ladder up after ourselves - there is no sustainable, involuntary application of "charity". Charity must be voluntary for it to work, and the failure of government interventions to force wealth transfers over the past 100 years has demonstrated that clearly.

The fact that the boomers have us focused on "climate change" is what lets them continue to extract wealth from future generations.

Jane Jacobs wrote a great book on civilization collapse in 2004 titled "Dark Age Ahead":
https://en.wikipedia.org/wiki/...
        "Dark Age Ahead is a 2004 book by Jane Jacobs describing what she sees as the decay of five key "pillars" in "North America": community and family, higher education, science and technology, taxes and government responsiveness to citizen's needs, and self-regulation by the learned professions. She argues that this decay threatens to create a Dark Age unless the trends are reversed. Jacobs characterizes a Dark Age as a "mass amnesia" where even the memory of what was lost is lost."

She makes many good points. That said, like John Gardner wrote in the 1964, "Every generation must learn for themselves what the words on the monuments mean":
"Self-renewal : the individual and the innovative society"
https://archive.org/details/se...
        "The only stability possible is stability in motion."--John William Gardner
        In his classic treatise Self-Renewal, John W. Gardner examines why great societies thrive and die. He argues that it is dynamism, not decay, that is dramatically altering the landscape of American society. The twentieth century has brought about change more rapidly than any previous era, and with that came advancements, challenges, and often destruction. Gardner cautions that "a society must court the kinds of change that will enrich and strengthen it, rather than the kind of change that will fragment and destroy it."
        A society's ability to renew itself hinges upon its individuals. Gardner reasons that it is the waning of the heart and spirit--not a lack of material might--that threatens American society. Young countries, businesses, and humans have several key commonalities: they are flexible, eager, open, curious, unafraid, and willing to take risks. These conditions lead to success. However, as time passes, so too comes complacency, apathy, and rigidity, causing motivation to plummet. It is at this junction that great civilizations fall, businesses go bankrupt, and life stagnates. Gardner asserts that the individual's role in social renewal requires each person to face and look beyond imminent threats.
        Ultimately, we need a vision that there is something worth saving. Through this vision, Gardner argues, society will begin to renew itself, not permanently, but past its average lifespan, and it will at once become enriched and rejuvenated."

Also on ideas from that book: https://fluidself.org/books/ps...
        "Every individual, organization or society must mature, but much depends on how this maturing takes place. A society whose maturing consists simply of acquiring more firmly established ways of doing things is headed for the graveyard--even if it learns to do these things with greater and greater skill. In the ever-renewing society what matures is a system or framework within which continuous innovation, renewal and rebirth can occur.
        Our thinking about growth and decay is dominated by the image of a single life-span, animal or vegetable. Seedling, full flower and death. "The flower that once has blown forever dies." But for an ever-renewing society the appropriate image is a total garden, a balanced aquarium or other ecological system. Some things are being born, other things are flourishing, still other things are dying--but the system lives on. ..."

For example, as I wrote elsewhere on July 4th, even as the USA is facing political issues, the internet has become a place where people provide each other support about health issues in a Patch-Adams-style participatory wellness community. That is an amazing revolution in itself. As Patch Adams said: "The most revolutionary act one can commit in our world is to be happy. (Patch Adams)" Or, I'd add, to help others be happy too.
https://soylentnews.org/commen...

I think a big part of self-renewal in our society may come from both humans and their AIs learning to laugh at the irony in my sig: "The biggest challenge of the 21st century is the irony of technologies of abundance in the hands of those still thinking in terms of scarcity."

Averages destroy important details in the data.

In a world where temperatures and local weather conditions vary wildly across ranges that have real world impact for those people experiencing them, averages destroy the exact information you would need to actually make decisions.

If you dial the average phone number in the USA, you will not get connected with the average person.

ENSO is a natural phenomenon.

The IPCC Sixth Assessment Report (AR6, 2021) concluded with high confidence that human influence has not affected the principal tropical modes of interannual climate variability, including ENSO, beyond the range of internal variability. It assigned low confidence that anthropogenic forcing has caused the observed or paleo-inferred changes in ENSO variability.

These observations should give us a greater appreciation for just how significant natural variation is, compared to any possible anthropogenic impact.