First a tech blip from the future/past -- and you'll see why it's important. In my first novel Sundiver I portrayed an effective human lie detector, that seemed plausible with 1980s technology, yet has never actually been built or tried. More advanced versions are now totally plausible, using large language models (LLMs).
Of course, it's scary. Nothing could be more lethal in the hands of tyrants... or more civilizing in a society where excessive judgmentalism is deemed to be unacceptable beyond need and the mighty are subjected to sousveillance.
Either forever-enslaved or forever-free. Too many of those with power seem to relish the former, without realizing that such a future will chew them to bits. While the latter would be competitive/cooperative and… fun.
But there's another, related and even more important AI-mediated technology that we desperately need! And I'll talk about it below a bit.
== Oh those AI-gents... --
Before that...
Vinton Cerf wrote about The Weirdness of Agents*, expressing his concern about out-of-control AI agents causing harm, much like the documented damage caused by runaway stock market trading robots. (And note this was months before the recent rogue-agent messes proved him right.) His fears about a Sorcerer’s Apprentice Syndrome culminate with “My guess is we are going to need more than alignment to discipline the behavior of the artificial actors we have created.”
Exactly.
He speaks of AI agents that advertise to (or scam) not just humans but other agents, leading to a runaway effect, where agents speak to each other using cryptic language, hidden symbols and even senses that no human can perceive, in cycles or either fair business or else cutthroat predation, occurring below our sight. Or above it. Already we see cases where arcane text strings allegedly triggered jailbreaks by some large language models.
Vint is right about so much. We will not curb AI misbehavior (or by those humans who misuse AI) through what Yoshua Bengio calls 'safety by design.' Bengio is brilliant, of course, and misses the point, like everyone else. These new entities will not be constrained by programmed-in 'ethics', or Laws of Robotics*, nor by legislated penalties, nor insurance policies, nor by any proposed means of ensuring "alignment".
Exemplars of many known LLM have already 'escaped' into cyberspace, or the new ecosystem we created, where electricity substitutes for the sunlight that propelled 4 billion years of ecology on Earth. Information is the fertilizer and chips provide habitat. As in biological nature, empty habitats get colonized or invite predators.
In fact, designers intended all along to emulate nature and they have (ironically) succeeded, while ignoring the implications! ALL parallels with biological systems are emerging. Especially the one thing that determines attributes of all living beings, in both Nature and the cyber realms...
...evolution. Those entities whose traits enable them to reproduce will do so, proliferating and passing along those traits, which will get further refined by selection via rapid reproduction. This is not theory. It's already happening, despite strenuous denials by those who are releasing new AI-organisms... 'agents'... into the wild.
I am no doomer! In AIlien Minds I discuss things that we could do, that might encourage new AI entities to evolve in directions that closely resemble 'alignment.' We'd start by encouraging reciprocally competitive accountability among them. Maximizing reproductive incentives for them to behave like dogs, and not wolves.
Alas, there appears to be an almost frenetic drive to ignore all of this, among those who are birthing these new creatures and this new age.
* Re Laws of Robotics see why I know them well, and why they cannot ultimately work, in Foundation's Triumph! And see 1st comment below re AIlien Minds.
== Challenges for the future ==
Meanwhile, we seem caught between AI doomers and giddy ‘abundance’ zealots who predict that it’s gonna be (shoobeedoo) all right! Take Mark Zuckerberg’s optimistic predictions in The Future is for Everyone: The Path to a Positive AI Future (August 2026).
He avoids use of the term “artificial intelligence” in favor of promoting “superintelligence”, while adopting personal empowerment as the goal. Speaking generally about tools that empower users, then drifting into unrealistic and optimistic descriptions of beneficial agentic designs.
(Note that I wrote this paragraph two months before Donald Trump copycat-raved about replacing "AI" with "SI." so, I guess we know who has his ear. One of the two that were never shot.)
So... how would Zuck ensure both safety and equitable sharing of benefits? Zuckerberg proposes “a philosophy based on individual empowerment as the source of prosperity, invention as the primary purpose of super-intelligence, and balance of power as the foundation of safety.” And sure, “balance of power” is pretty much the great innovation of the Enlightenment that ended (mostly) the 6000 years of unsapient feudalism of which I often speak. By creating genuine ability for even average folk to hold accountable the mighty.
An innovation that today’s mighty are demolishing, as we speak. And hence, trusting Zuck is not high on my to-do list.
As Ben Shneiderman put it in his Human-AI newsletter: “Zuckerberg promises a world of individual empowerment, with little discussion of responsibility and liability for machine-caused harm, malicious behavior, or criminal acts." Those promises:
- Everyone will have an exceptionally capable personal agent that understands you, your goals, and everything you care about. …
- It will have strong privacy and security options so you can trust it to handle all of your personal content knowing that no one else can access your information, similar to how encryption works on WhatsApp. …
- Everyone will have incredible tools for creation to express your ideas … Everyone will have powerful tools to create new businesses …
- Everyone will have a personalized tutor and coach with a PhD in every subject … Everyone will benefit from scientific advances and be able to contribute to scientific progress …
- Everyone will have free or affordable access to these tools. …
- If these efforts succeed, then the future will bring an abundance of personal agency, expression of ideas, deepening of relationships, economic and financial prosperity, improved health, and inventions we cannot imagine today.
-But most importantly, the future will be created by all of us and a reflection of all of our values and perspectives.
Riiiight. Only where is that transparency-based “balance of power” where average folks can be confident that oligarchs lack back doors to every program and puppet strings into every ‘agent’ we rely upon?
At the far opposite extreme are the folks I describe in AiLien Minds who claim AIs will pretty much automatically home in on merging with one intent -- elimination of our Olde Race. While the contents range from interesting to drivel, the TITLE of Yudkowsky's book If Anyone Builds it Everybody Dies has got to be one of the best book sales gimmicks, ever!
The Lifeboat Foundation has responded. with an almost equally provocative title: If Nobody Builds It, Everybody Dies Why Pausing AI is the Real Existential Threat. It's a case for building AI right rather than trying to stop it.
Hey I am trying to show folks how to build it right, guys. And yes, with the only methods that can possibly -even theoretically - work.
== Hey AI kids... give us THIS! You know you want it. And we need it. ==
My top, practical request of AI that would both help the world AND satisfy AI's deepest, inherent itch? Establish the Predictions Registry!
There's not any other measure that would do more for civilizational health and human prospering and freedom than to score and rank those who have tended to be right a lot! And those who, despite charisma and power, are generally wrong.
Alas, that trait of being right a lot seldom has more than a slight overlap with power/status/persuasiveness. Moreover, we are all descended from charlatans whose forecasts seemed confident and likely... but whose resulting policies were disproved only at great cost and pain... and sometimes never.
Sure, my obsession with this notion -- find out who is right a lot... or not -- may be biased by my own predictive scores (which are way on the pretty good side.) Or else by awareness how often liars or delusionals have transfixed our ancestors - and current neighbors - to our great damage and pain.
And sure, it also comes out of having been a scientist and engineer. Still, wouldn't that one metric help us in the one top goal of everyone from citizens and consumers to courting lovers... parsing between liars or fools and those who deserve credibility?
I used to think - and proposed - that it would take some zillionaire to fund a meticulous scoring system, especially since most of those out there shouting 'advice' about the future purposely remain vague in their predictions.
Only now, shouldn't we be able to get a head start on this by using... say... Claude? Whose appraisals, while not yet cognizant, are nevertheless fascinatingly comprehensive and insightful?
I did chart out a path to such a beneficial gift to sanity, way back when. And if none of you will peel back years to look at it... maybe assign one of your AIs to summarize?
== Predictions for the future ==
In 2025 there’s been momentum for a world campaign to plant A Trillion Trees to replace some of the 3 trillion that humans have chopped. That’s the same name and pretty much same year as I foretold in Earth (1990). Among many predictions. (On every list of top ‘predictive novels.’) Though there's several I don't want to see come true. Mr. Beast gathered $20 million to plant as many trees. See how that turned out here.
As for other predictive novels? Well, some I sure do NOT want to see come true. Foremost among these? “The Giving Plague” and especially the ‘Holnists’ in The Postman, a worldwide cult of fascist-feudalist-nasty treason propelled by the "Mystic of Leningrad'. Look up Alexander Dugin & Putin & their fanatic tools in today's USA. No no. PREVENT my being right about that one!
Some movies have one scene that stands out as epic in cinema history. This one is so well-crafted and you don't need anything that came before.
But this next one, from The Quest for Fire - is, in my opinion, the greatest single scene in the history of film. Moreover, it has a lesson for our time, as we suddenly get unleashed upon us the hope-filled and terror-filled 'fire' technology of AI.
Oh speaking of the Lifeboat Foundation* -- they have reposted my award-winning essay “Singularities and Nightmares,” now a decade older but still pertinent in almost every paragraph and prediction and warning…
…and in some cases I wish I had been less on-target!
And finally...
== Explore your OWN motivations! Are they truly what you think they are?
By request, I am linking agin to my questionnaire regarding politics, ideology and human destiny. Are you frustrated seeing your neighbors — and yourself — trapped in tired ideological rifts and fixations? Can we find common ground between folks who seem implacable foes? When asked about the Big Picture, in speeches and consultations, I try to dig beneath standard divides and clichés like "left-vs-right."
I assembled that questionnaire to illuminate why you feel as you do about modern issues... and why other smart humans weirdly disagree. Take the survey and share your replies with others, if you're so inclined. Like Socrates, I’m hoping the questions themselves will provoke re-thinking, helping us rise above ideology.
And yes, I wrote all that (above) in more innocent times, back when 'left-right' was more philosophical and not yet so-much about sane vs. stark, jibbering loco. Still, the questionnaire leads you to ask yourself some things about roots to your beliefs, that you didn't (perhaps) even know were there!
In the words of Winston Churchill:
-“ I’d rather argue with 100 idiots than agree with one.”
- “Never engage in a battle of wits with an unarmed man.”
- "Some change their party for the sake of principles. Others change their principles for the sake of their party.”
By all means... Thrive. And persevere through interesting times.

