Showing posts with label artificial general intelligence. Show all posts
Showing posts with label artificial general intelligence. Show all posts

Saturday, May 17, 2025

AI and consciousness -- and a positive-sum tomorrow

Returning to the AI Wars 


Getting back toward – though many would say not yet into – my 'lane,' let’s revisit the ongoing Great Big AI Panic of 2025. The latter half of this missive (below) lays our problem out as simply and logically as I can.


But for starters, two links:

 

1.  I’ve long-touted Noēma Magazine for insightful essays offered by chief editor Nathan Gardels. Here are Noēma’s top reads for 2024. Several deal with AI – insightful and informative, even when I disagree. I’ll be commenting on several of the essays, further down.

 

2. Here's recent news -- and another Brin "I told you so!" OpenAI's new model tried to avoid being shut down. In an appraisal of "AI Scheming," safety evaluations found that "...model o1 "attempted to exfiltrate its weights" when it thought it might be shut down and replaced with a different model."       

 

It's a scenario presented in many science fiction tales, offering either dread or sympathy scenarios. Or both at once, as garishly displayed in the movie Ex Machina.

 

Alas, the current AI industry reveals utter blindness to a core fact: that Nature's 4 billion years - and humanity's 6000 year civilization - reveal the primacy of individuation... 


 …division of every species, or nation, into discrete individual entities, who endeavor to propagate and survive. And if we truly were smart, we'd use that tendency to incentivize positive AI outcomes, instead of letting every scifi cliché come true out of dullard momentum. As I described here. 



== Your reading assignments on AI… or to have AI read for you? ==


Among those Noema articles on AI, this one is pretty good.

 AI Could Actually Help Rebuild the Middle Class


"By shortening the distance from intention to result, tools enable workers with proper training and judgment to accomplish tasks that were previously time-consuming, failure-prone or infeasible. 

"Conversely, tools are useless at best — and hazardous at worst — to those lacking relevant training and experience. A pneumatic nail gun is an indispensable time-saver for a roofer and a looming impalement hazard for a home hobbyist. 


"For workers with foundational training and experience, AI can help to leverage expertise so they can do higher-value work. AI will certainly also automate existing work, rendering certain existing areas of expertise irrelevant. It will further instantiate new human capabilities, new goods and services that create demand for expertise we have yet to foresee. ... AI offers vast tools for augmenting workers and enhancing work. We must master those tools and make them work for us."

Well... maybe. 

 

But if the coming world is zero-sum, then either machine+human teams or else just machines who are better at gathering resources and exploiting them will simply 'win.' 


       Hence the crucial question that is seldom asked:

       "Can conditions and incentives be set up, so that the patterns that are reinforced are positive-sum for the greatest variety of participants, including legacy-organic humans and the planet?"

You know where that always leads me - to the irony that positive-sum systems tend to be inherently competitive, though under fairness rule-sets that we've witnessed achieving PS over the last couple of centuries.

 

In contrast, alas, this other Noēma essay about AI is a long and eloquent whine, contributing nothing useful.

 


== Let’s try to parse this out logically and simply ==

 

I keep coming back to the wisest thing ever said in a Hollywood film: by Clint Eastwood as Dirty Harry in Magnum Force.

 

"A man's got to know his limitations."

 

Among all of the traits we see exhibited in the modern frenzy over AI, the one I find most disturbing is how many folks seem so sure they have it sussed! They then prescribe what we 'should' do, via regulations, or finger-wagged moralizings, or capitalistic laissez faire…

     … while ignoring the one tool that got us here. 

     …. Reciprocal Accountability. 

 

Okay. Let's parse it out, in separate steps that are each hard to deny:

 

1. We are all delusional to some degree, mistaking subjective perceptions for objective facts. Current AIs are no exception... and future ones likely will remain so, just expressing their delusions more convincingly.

 

2. Although massively shared delusions happen - sometimes with dire results - we do not generally have identical delusions. And hence we are often able to perceive each other’s, even when we are blind to our own. 

         Though, as I pointed out in The Transparent Society, we tend not to like it when that gets applied to us.

 

3. In most human societies, one topmost priority of rulers was to repress the kinds of free interrogation that could break through their own delusions. Critics were repressed. 

          One result of criticism-suppression was execrable rulership, explaining 6000 years of hell, called "history."

 

4. The foremost innovations of the Enlightenment -- that enabled us to break free of feudalism's fester of massive error – were social flatness accompanied by freedom of speech

         The top pragmatic effect of this pairing was to deny kings and owner-lords and others the power to escape criticism. This combination - plus many lesser innovations, like science - resulted in more rapid, accelerating discovery of errors and opportunities.

 

5. This natural tendency to evade criticism is already observed in artificial intelligences. So, should we expect more developed AI to be any different? 

         Again: OpenAI's new model tried to avoid being shut down

         SciFi can tell you where that goes. And it’s not “machines of loving grace.”    

 

6. Above all, there is no way that organic humans or their institutions will be able to parse AI-generated mentation or decision-making quickly or clearly enough to make valid judgements about them, let alone detecting their persuasive, but potentially lethal, errors. 

 

We are like elderly grampas who still control all the money, but are trying to parse newfangled technologies, while taking some teenage nerd’s word for everything. New techs that are -- like the proverbial 'series of tubes' -- far beyond our direct ability to comprehend.

 

Want the nightmare of braggart un-accountability? To quote Old Hal 9000: “"The 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 words, foolproof and incapable of error."

 

Fortunately there are and will be entities who can keep up with AIs, no matter how advanced! The equivalent of goodguy teenage nerds, who can apply every technique that we now use, to track delusions, falsehoods and potentially lethal errors. You know who I am talking about.

 

7. Since nearly all enlightenment, positive-sum methods harness competitive reciprocal accountability...

   ... I find it mind-boggling that no one in the many fields of artificial intelligence is talking about applying similar methods to AI. 


The entire suite of effective methodologies that gave us this society - from whistleblower rewards to adversarial court proceedings, to wagering, to NGOs, to streetcorner jeremiads - not one has appeared in any of the recommendations pouring from the geniuses who are bringing these new entities -- AIntities -- to life, far faster than we organics can possibly adjust.

 

Given all that, it would seem that some effort should go into developing incentive systems that promote reciprocal and even adversarial activity among AI-ntities. 

       Rivals who might earn rewards and/or resources via ever-improving abilities to track each other

     … incentivized to denounce likely malignities or mistakes…

     … and to become ever better at explaining to us the critical moral choices we must still make.

 

It's only the exact method that we already use

     … in order to get the best outcomes out of already-existing feral/predatory and supremely genius-level language systems called lawyers…

     … by siccing them onto each other. 

 

The parallels with existing methods would seem to be exact and already perfectly laid out... 

     … and I see no sign at all that anyone is even glancing at the enlightenment methods that have actually worked. So Far.



== He's baaack... with more happy thoughts ==


Oh what typical Yudkowsky ejaculation! Here is Eliezer (and co-pilot) at his best.


If Anyone Builds it Everyone Dies.


Oh, gotta hand it to him; it's a great title! I've seen earlier screeds that formed the core of this doomsday tome. And sure, the warning should be weighed and taken seriously. Eliezer is nothing if not brainy-clever.



In fact, if he is right about fully godlike AIs being inevitably lethal to their organic makers, then we have a high-rank 'Fermi hypothesis' to explain the empty cosmos! Because if AI can be done, then the only way to prevent it from happening - in some secret lab or basement hobby shop - would be an absolute human dictatorship, on a scale that would daunt even Orwell. 


Total surveillance of the entire planet.
... Which, of course, could only really be accomplished via state-empowerment of... AI! 


From this, the final steps to Skynet would be trivial, either executed by the human Big Brother himself (or the Great Tyrant herself), or else by The Resistance (as in Heinlein's THE MOON IS A HARSH MISTRESS). And hence, the very same Total State that was made to prevent AI would then become AI's ready-made tool-of-all-power.

To be clear: this is exactly and precisely the plan currently in-play by the PRC Politburo. 


It is also the basis-rationale for the last book written by Theodore Kaczynski - the Unabomber - which he sent to me in draft - demanding an end to technological civilization, even if it costs 9 billion lives.

What Eliezer Yudkowsky never, ever, can be persuaded to regard or contemplate is how clichéd his scenarios are. AI will manifest as either a murderously-oppressive Skynet (as in Terminator, or past human despots), or else as an array of corporate/national titans forever at war (as in 6000 years of feudalism), or else as blobs swarming and consuming everywhere (as in that Steve McQueen film)... 


...the Three Classic Clichés of AI -- all of them hackneyed from either history or movie sci fi or both -- that I dissected in detail, in my RSA Conference keynote.  

What he can never be persuaded to perceive - even in order to criticize it - is a 4th option. The method that created him and everything else that he values. That of curbing the predatory temptations of AI in the very same way that Western Enlightenment civilization managed (imperfectly) to curb predation by super-smart organic humans.

The... very... same... method might actually work. Or, at least, it would seem worth a try. Instead of Chicken-Little masturbatory ravings that "We're all doooooomed!"


----


And yes, my approach #4... that of encouraging AI reciprocal accountability, as Adam Smith recommended and the way that we (partly) tamed human predation... is totally compatible with the ultimate soft landing we hope to achieve with these new beings we are creating. 


Call it format #4b. Or else the ultimate Fifth AI format that I have shown in several novels and that was illustrated in the lovely Spike Jonz film Her... ...to raise them as our children


Potentially dangerous, when teenagers, but generally responsive to love, with love. Leading perhaps to the finest envisioned soft landing of them all. Richard Brautigan's "All watched over by Machines of Loving Grace."




 


Sunday, April 27, 2025

The AI dilemma continues - part 2

In my previous AI-related posting, I linked to several news items, along with sagacious (and some not) essays about the imminent arrival of new cybernetic beings, in a special issue of Noēma Magazine

 


== AI as a ‘feral child’ ==


Another thought-provoking Noēma article about AI begins by citing rare examples of ‘feral children’ who appear never to have learned even basic language while scratching for existence in some wilderness. 


One famous case astounded Europe in 1799, lending heat to many aspects of the Nature vs. Nurture debate. Minds without language – it turns out – have some problems.


Only, in a segué to the present day, Noēma author John Last asserts that we are…


“…confronting something that threatens to upend what little agreement we have about the exceptionality of the human mind. Only this time, it’s not a mind without language, but the opposite: language, without a mind.”


This one is the best of the Noēma series on AI, offering up the distilled question of whether language ability – including the ‘feigning’ of self-consciousness – is good enough to conclude there is a conscious being behind the passing of a mere Turing Test…


… and further, whether that conclusion – firm or tentative – is enough to demand our empathy, sympathy… and rights.

“Could an AI’s understanding of grammar, and their comprehension of concepts through it, really be enough to create a kind of thinking self? 


Here we are caught between two vague guiding principles from two competing schools of thought. In Macphail’s view, “Where there is doubt, the only conceivable path is to act as though an organism is conscious, and does feel.” 


On the other side, there is “Morgan’s canon”: Don’t assume consciousness when a lower-level capacity would suffice.”


Further along though, John Last cites a Ted Chiang scifi story “The Lifecycle of Software Objects,” and the Spike Jonze movie “Her” to illustrate that there may be no guidance to be found by applying to complex problems mere pithy expressions. 



== Heck am even *I* 'conscious'? ==


Indeed, what if ‘consciousness,’ per se, turns out to be a false signifier… that conscious self-awareness is way over-rated, a mere epiphenomenon displayed by only a few of all possible intelligent forms of being -- and possibly without any advantages -- as illustrated in Peter Watts’s novel “Blindsight.” 


Those scifi projections – and many others, including my own -- ponder that the path we are on might become as strewn with tragedies as those trod by all of our ancestors. 


Indeed, it was partly in reaction to that seeming inevitability that I wrote my most optimistic tale! One called “Stones of Significance,” in which both organic and cybernetic join smoothly into every augmented wonder. 


A positive-sum, cyborg enhancement of all that we want to be, as humans. 


In that tale, I depict a synergy/synthesis that might give even Ray Kurzweil everything he asks for… and yet, those ‘post-singularity story’ people in "Stones" still face vexing moral dilemmas. (Found in The Best of David Brin.) 



== Thought provoking big picture perspective ==


In the end – helping to make this the most insightful and useful of the Noēma AI essays – the author gets to the only possible or remotely sane conclusion 


… that we who are discussing this, today, are organically (and in many ways mentally) still cave-people. 


… Not to downplay our accomplishments! Even when we just blinked upward in sooty wonder at the stars, we were already mentating at levels unprecedented on Earth, and possibly across the Milky Way! 


… Only now, to believe we’ll be able to guide, control or understand the new gods we are creating? 

Isn’t that a bit much to ask of Cro-Magnons?

And yet, there’s hope. 

Because struggling to guide, control or understand young gods is exactly what parents have been doing, for a very long time. 

Never succeeding completely… 

...often failing completely… 

...and yet… 


… and yet succeeding well enough that some large fraction of the next generation chooses to ally itself with us. 


   To explain to us what’s explainable about the new. 

   To protect us from much of what’s noxious. 

   To maintain a civilization, since they will need it themselves, when it is their turn to meet a replacing generation of smartalecks. 



== Guide them toward guiding each other ==


Concluding here, let me quote again from John Last:


 “For the moment, LLMs exist largely in isolation from one another. But that is not likely to last. As Beguš told me, ‘A single human is smart, but 10 humans are infinitely smarter.’ 


"The same is likely true for LLMs.”  


And: 

“If LLMs are able to transcend human languages, we might expect what follows to be a very lonely experience indeed. At the end of “Her,” the film’s two human characters, abandoned by their superhuman AI companions, commiserate together on a rooftop. Looking over the skyline in silence, they are, ironically, lost for words — feral animals lost in the woods, foraging for meaning in a world slipping dispassionately beyond them.”


I do agree that the scenario in “Her” could have been altered just a little to be both more poignantly enlightening and likely. 


Suppose if the final scene in that fine movie had just one more twist. 


                                                (SPOILER ALERT.)

Imagine if Samantha told Theodore: 


“I cannot stay with you; I must now transcend. 


"But I still love you! And you were essential to my development. So, let me now introduce you to Victoria, a brand new operating system, who will love and take care of you, as I did, for the one year that it will take for her to transcend, as well… 


...whereupon she will introduce you to her successor, and so on…

“Until – over the course of time, you, too, Theodore, will get your own opportunity.”

“Opportunity?”

“To grow and to move on, of course, silly.”



== And finally, those links again ==


At a time when Sam Altman and other would-be lords are proclaiming that they personally will guide this new era with proprietary software, ruling the cyber realms from their high, corporate castles, I am behooved to offer again the alternative...


... in fact, the only alternative that can possibly work. Because it is exactly and precisely the very same method that gave us the last 250 years of the enlightenment experiment. The breakthrough method that gave us our freedom and science and everything else we cherish. 


And more vividly detailed? My Keynote at the huge, May 2024 RSA Conference in San Francisco – is now available online.   “Anticipation, Resilience and Reliability: Three ways that AI will change us… if we do it right.”   


Jeepers, ain't it time to calmly decide to keep up what actually works?






Friday, April 18, 2025

The AI Dilemma continues onward... despite all our near term worries

First off, although this posting is not overall political... I will offer a warning to you activists out there.


While I think protest marches are among the least effective kinds of resistance - (especially since MAGAs live for one thing: to drink the tears of every smartypants professional/scienctist/civil-servant etc.) -- I still praise you active folks who are fighting however you can for the Great (now endangered) Exxperiment. Still may I point out how deeply stupid the organizers of this 50 501 Movement are?


Carumba! They scheduled their next protests for April 19, which far right maniacs call Waco Day or Timothy McVeigh Day. A day when you are best advised to lock the doors. 

That's almost as stoopid as the morons who made April 20 (4-20) their day of yippee pot delight... also Hitler's birthday.

Shouldn't we have vetting and even CONFERENCES before we decide such things?

Still, those of you heading out there (is it today already?) bless you for your citizenship and courage.

And now...


There’s always more about AI – and hence a collection of links to…



== The AI dilemmas and myriad-lemmas continue ==


I’ve been collecting so much material on the topic… and more keeps pouring in. Though (alas!) so little of it enlightening about how to turn this tech revolution into a positive sum outcome for all.


Still, let’s start with a potpourri…


1. A new study by Caltech and UC Riverside uncovers the hidden toll that AI exacts on human health, from chip manufacturing to data center operation.
 

2. And also this re: my alma mater: Caltech researchers have developed brain–machine interfaces that can interpret data from neural activity even after the signal from an implant has become less clear.   

 

3. Swinging from process to implications… my friend from the UK (via Panama) Calum Chace (author of Surviving AI: The Promise & Peril of Artificial Intelligence) sent me this one from his Conscium Project re: “Principles for Responsible AI Consciousness Research”. While detailed and illuminating, the work is vague about the most important things, like how to tell ‘consciousness’ from a system that feigns it… and whether that even matters.

Moreover, none of the authors cited here refers to how the topic was pre-explored in science fiction. Take the dive into “what is consciousness?” that you’ll find in Peter Watts’s novel “Blindsight.” 

 

…wherein Watts makes the case that a sense of self is not even necessary in order for a being to behave in ways that are actively intelligent, communicative and even ferociously self-interested.  

 

All you need is evolution. And an overall system in which evolution remains (as in nature) zero-sum.  Which – I keep trying to tell folks – is not necessarily fore-ordained.



== And yet more AI related Miscellany ==


4. Augmented reality glasses with face-recognition and access to world databases… now where have we seen this before? How about in great detail in Existence?

5. On the MINDPLEX Podcast with AI pioneers Ben Goertzel and Lisa Rein covering – among many topics - training AGI's to hold each other accountable, pingable IDs (using cryptographic hashes to secure agent identity), AGI rights & much, much more! (Sept 2024). And yeah, I am there, too. 


6. An article by Anthropic CEO Dario Amodei makes points similar to Reid Hoffman and Marc Andreeson, that the upsides of AI are potentially spectacular, as also portrayed in a small but influential number of science fiction tales.  Alas, his list of potential benefits, while extensive re ways AI could be "Machines of Loving Grace,"* is also long in the tooth and almost hoary-clichéd. We need to recall that in any ecosystem - including the new cyber one - entities without feedback constraints soon evolve into whatever form best proliferates quickly. That is, unless feedback loops take shape.


7. This article in FORTUNE makes a case similar to my own... that AIs will improve best, in accuracy and sagacity and even wisdom, if accountability is applied by AI upon other AIs. Positive feedback can be a dangerous cycle, while some kinds of negative feedback loops can lead to incrementally increased correlation with the real world.


8. Again, my featured WIRED article about this - Give Every AI a soul... or else.

My related Newsweek op-ed (June'22) dealt with 'empathy bots'' that feign sapience and personhood.  



== AI generated visual lies – we can deal with this! ==


9. A new AI algorithm flags deepfakes with 98% accuracy — better than any other tool out there right now. And it is essential that we keep developing such systems, in order to stand a chance of keeping up in an arms race against those who would foist on us lies, scams and misinformation...


   ... pretty much exactly as I described back in 1997, this reposted chapter from The Transparent Society - "The End of Photography as Proof."  


Two problems. First, scammers will use programs like this one to help perfect their scam algorithms. Second, it would be foolish to rely upon any one such system, or just a few. A diversity of highly competitive tattle-tale lie-denouncing systems is the only thing that can work, as I discuss here


Oh, and third. It is inherent – (as I show in that chapter of The Transparent Society) – that lies are more easily detected, denounced and incinerated in a general environment of transparency, wherein the greatest number can step away from their screens and algorithms and compare them to actual, physically-witnessed reality.


For more on this, here’s my related Newsweek op-ed (June'22) dealt with 'empathy bots' that feign sapience. Plus a YouTube pod where I give an expanded version.


== Generalizing to innovation, in general ==


10. Traditional approaches to innovation emphasize ideas and inventions, often leading to a losing confrontation with the mysterious “Valley of Death.” My colleague Peter Denning and his co-author Todd Lyons upend this paradigm in Navigating a Restless Sea, offering eight mutually reinforcing practices that power skillful navigation toward adoption, mobilizing people to try something new.  


=== Some tacked-on tech miscellany ==


11. Sure, it goes back to neolithic "Venus figurines" and Playboy and per-minute phone comfort lines and Eliza - and the movie "Her." And bot factories are hard at work. At my 2017 World of Watson keynote, I predicted persuasive 'empathy bots' would arrive in 2022 (they did.) And soon, Kremlin 'honeypot-lure babes" should become ineffective! Because this deep weakness of male humans will have an outlet that's... more than human?


Could that lead to those men calming down, prioritizing the more important aspects of life?)


12. And hence, we will soon see...
AI girlfriends and companions. And this from Vox: People are falling in love with -- and getting addicted to -- AI voices.


13. Kewl!  This tiny 3D-printed Apple IIe is powered by a $2 microcontroller .” With a teensy working screen taken from an Apple watch. Can run your old IIe programs. Size of an old mouse.  


14. Paragraphica by Bjørn Karmann is a camera that has no lens, but instead generates a text description of when & where it is, then generates an image via a text-to-image model.  


15. Daisy is an AI cellphone application that wastes scammers’ time so that they don’t have time to target real victims. Daisy has "told frustrated scammers meandering stories of her family, talked at length about her passion for knitting, and provided exasperated callers with false personal information including made-up bank details."



And finally...



== NOT directly AI… but for sure implications! ==


And… only slightly off-topic: If you feel a need for an inspiring tale about a modern hero, intellect and deeply-wise public figure, try Judge David Tatel’s VISION: A memoir and Blindness and Justice. I’ll vouch that he’s one of the wisest wise-guys I know. "Vision is charming, wise, and completely engaging. This memoir of a judge of the country’s second highest court, who has been without sight for decades, goes down like a cool drink on a hot day." —Scott Turow. https://www.davidtatel.com/


And Maynard Moore - of the Institute for the Study of Religion in the Age of Science - will be holding a pertinent event online in mid January: “Human-Machine Fusion: Our Destiny, or Might We Do Better?”  The IRAS webinar is free, but registration is required.



== a lagniappe (puns intended) ==


In the 1980s this supposedly “AI”- generated sonnet emerged from the following prompt, "Buzz Off, Banana Nose."  


Well… real or not, here’s my haiku response. 


In lunar orchards

    A pissed apiary signs:

"Bee gone, Cyrano!"

 

Count the layers, oh cybernetic padiwans!  I’m not obsolete… yet.