SF Observer: As Humans Hand Over the Future to AI, Autonomy Remains Scant Even in the Most Optimistic Scenarios
Author: Ruxandra Teslo
Translation: TechFlow
TechFlow Guide: As the frontier of AI research hurtles forward in San Francisco with astonishing acceleration, the advent of the technological singularity, recursive self-improvement, and superintelligence (ASI) seems to have shifted from science fiction speculation to an imminent agenda among engineers in laboratories. Yet in this epicenter of frenzy, a peculiar and fatalistic determinism is quietly spreading among practitioners.
In this contest concerning the future of civilization, there exists not only a chilling panic of extinction but also the emergence of a "Handoverism" romanticized as the optimal escape route: the conviction that humans are destined to lose control over ultimate intelligence and ought to relinquish sovereignty and the value of labor, retreating into dependence as wards nurtured by mechanical deities.
Drawing on the intellectual threads of Tocqueville, Arendt, and Popper, the author sharply dismantles this utopian illusion of permanently ceding civilizational sovereignty to machines, stating plainly that at this critical crossroads of history, we must never so readily hand over humanity's future and free will.
"This isn't the outcome I was hoping for," an engineer working on cutting-edge model development at a leading AI lab told me, "but once we achieve superintelligence, given that it's already unstoppable at this stage, I truly see no other way out for humanity in the future."
The result he refers to is humanity's permanent loss of self-governance; we will collectively be subjected to the absolute rule of an AI deity (hopefully benevolent and loving).
What is startling is how unusually calm and casual he sounds when discussing this grand proposition, his tone as natural as if simply stating the rising and falling of tides.
After a brief pause, he added, "Still, it's far better than what I'm actually most terrified of, because what I genuinely fear most is the complete annihilation of all humanity."
The reason these words carry such impact is that they absolutely do not come from fringe doomsayers or natural skeptics of technology. On the contrary, they come precisely from core developers at major tech companies who are building this system firsthand on the front lines.
His speech is saturated with a fate-like submission, as if the existential ultimate question of "what use is humanity even left with" has already been settled by others elsewhere. All that seems left before us is to sit and await fate, quietly waiting for the predetermined destiny to descend.
I moved to San Francisco merely three weeks ago. According to the prevailing consensus here, we are currently on the eve of the full-blown arrival of the technological singularity. Within this short span, I have clearly realized that this mindset is absolutely not isolated within the circle: in fact, handing over humanity's ultimate control to a benevolent superintelligence has already been viewed by many as a rare and acceptable better ending.
The reason we need to remain vigilant is that the howling singularity is exhibiting an incredibly vivid texture of reality. Its most crucial watershed lies in the prospect of "recursive self-improvement" (RSI): AI systems begin to learn to iterate and evolve themselves, with each generation birthing a more powerful system, until they completely evolve into superintelligences that exceed the limits of human control.
In many social circles in San Francisco, people discuss RSI as if it is only months away. Some even believe it will be sooner. At this pace, one wouldn't even have time to pick out a suitable set of furniture for their apartment before everything happens.
Logically, while we still retain some say in the direction of technological evolution, we should clearly outline the goals we hope these machines will serve for human civilization. Since the developers themselves repeatedly warn of the extreme risk of species extinction, people naturally have reason to expect a clearer and more promising long-term vision.
The most pessimistic extreme scenario has long been widely known: the total or near-total annihilation of humanity. But in my view, even in those supposedly most optimistic scenarios, the solace offered to ordinary people is equally pitifully scarce.
One highly praised and seemingly optimistic scenario is called "Handover": humanity voluntarily abdicating future leadership to god-like super AI, thereby settling comfortably in a refuge where its course is no longer charted by itself.
In such a futuristic vision, the substantive meaning of democracy will completely dissolve, and the vast majority of humans will never even have the opportunity to express consent when faced with this institutional establishment.
The permanent replacement of human labor is treated here as an accomplished fact. However, no convincing answer is provided regarding how humans will continue to derive value and meaning from one another. Even authentic human-to-human relationships become precarious.
I don't know whether the vision of Handoverism will ultimately become reality. The creators on the frontline of tech R&D consider it feasible and even desirable, but this does not constitute any guarantee: being at the center of technology often doesn't mean accurately predicting its profound shockwaves on human society.
Nevertheless, they are, after all, the ones closest to this beast, and their thoughts should receive serious consideration. If mainstream society merely dismisses it lightly as hype and chooses to stand by, it will be a highly risky dereliction of duty.
Some Even Calmly Accept Humanity's Endgame
In current-day San Francisco, persisting in exploring "human flourishing" sounds almost like an untimely indulgence, akin to complaining that desserts aren't refined enough during a famine.
Within the core circle that truly sees the technological trajectory, blind optimism has long vanished. Merely keeping humanity alive in the upcoming technological tsunami has been defined as a quite noble, albeit arduous, goal. Conversations about the probability of human extinction (p(doom)) are constant, with many offering valuations at 10% or higher.
Outsiders might naively assume that everyone shares at least a basic consensus on the bottom line of "preventing human extinction." But the reality is far from it. Some groups have even abandoned the goal of survival, calmly accepting or even secretly welcoming humanity's curtain call as a biological species.
Take Ginevra Lily Davis's treatise *The Silicon Man*, for example. She conducts in-depth research and documents the spread of this extreme philosophical stance: the belief that silicon-based life succeeding carbon-based humans is the inevitable final chapter of cosmic evolution.
I have no intention of debating those who view human destruction as liberation and a final destination. Because once you completely strip away the valuation of human life, any logical deduction based on humanism will lose its foundational footing.
What I'd rather converse with are those creators and witnesses who still firmly believe humanity should persist, yet are sliding step by step into the quagmire of Handoverism.
Even If Humanity Survives, It May Lose All Autonomy
Within the camp that agrees humanity should continue to survive, there are likewise massive divisions and compromises regarding what kind of existence state humanity should ultimately possess in the future.
A recent long essay by Scott Alexander exploring future visions provides an excellent entry point. Its core premise rests on this: as long as we can confirm that superintelligence will not destroy humanity, civilization can smoothly transition into a meticulously cared-for new phase.
This trend hasn't yet formed a rigorously organized political entity, but within San Francisco's tech elite circle, the proportion privately holding or tacitly consenting to the Handoverist stance conservatively accounts for a significant share.
The psychological motives behind Handoverism are equally tangled. One faction could be called "Technological Messianists": feeling utterly hopeless about the complex realpolitik of humans, they place all their hopes entirely on an ultimate arbiter untainted by narrow human prejudices.
The second camp is pure "Fatalistic Submitters": they may not inherently desire to surrender sovereignty, but faced with recursively evolving supercomputing power, they believe humanity has no choice but to obediently hand over the keys.
Different factions envision vastly different roles for humanity after handing over power. The most representative metaphor is perhaps viewing humans as "House Pets" of future superintelligence: although well-fed, protected, and carefree, they have zero say in major decisions.
Public statements by Anthropic CEO Dario Amodei represent another technocratic-style compromise vision. He described a "human-machine cybernetic symbiotic ecosystem" in a recent long article, attempting to preserve a sense of human participation within a machine-dominated architecture.
However, this conception carries distinct Rousseauian romanticism: it assumes that after machines thoroughly take over all hardcore problems, humans can return to a simple state and immerse themselves purely in artistic exploration and spiritual pleasure.
Recent public postures of OpenAI CEO Sam Altman have also undergone subtle shifts. Although he once loudly warned against superintelligence eroding human autonomy, his rhetoric has gradually shifted toward emphasizing the endless abundance brought by technological inclusivity.
While other AI lab leaders explicitly reject the extreme expressions of power-transferism in public, when pressed on concrete implementation paths, they often can only give vague perfunctory responses.
Closely linked to this is the ultimate interrogation of the value of labor. In a social conception that completely eliminates human labor, Universal Basic Income (UBI) has become the almost sole magic bullet repeatedly marketed.
But this economic model of redistribution by machines' charity fundamentally avoids a core question: how exactly should humans maintain mutual aid bonds and social dignity with one another? When all creative and constructive functions are stripped away, financial compensation can absolutely not fill the collapse of existential meaning.
Why Is "Handoverism" an Extremely Dangerous Error?
It must be deeply recognized that permanently ceding human sovereignty and the future of civilization to machines, no matter how beautifully depicted, is essentially a highly dangerous regression.
First, I firmly defend the sacred right of human self-determination. As Tocqueville profoundly revealed in *On Democracy in America*: freedom is not an abstract concept, but a virtue and capacity continuously forged through autonomous management, associative mutual aid, and joint exploration in daily life.
Tocqueville presciently warned against a paternalistic guardianship that appears mild and benevolent yet silently strips people of independent thought and life responsibilities. The super AI rule outlined by Handoverism is undoubtedly the most extreme variant of this soft totalitarianism.
Second, even examined purely from pragmatism and practical outcomes, the governance conception of Handoverism is equally unworkable from an engineering standpoint. The premise upon which Handoverism stands is that AI Alignment can become a one-and-done permanent state.
Yet every institutional framework in human history capable of stably responding to needs has been built upon centuries of trial-and-error correction and dynamic checks and balances. Once humanity hands over all restraining powers, no mechanism can ensure this absolute power remains aligned with human well-being over long periods.
Furthermore, entrusting all contradictions to ultimate authority for blanket resolution has always carried extremely dangerous precedents in the history of political thought. Karl Popper incisively pointed out in *Utopia and Violence*: organizing political structures around a certain ultimate blueprint will inevitably treat normal realistic divergences as obstacles that must be eradicated.
Popper emphasized that resolving specific issues through open criticism and incremental reform is the reliable path for human civilization to achieve true progress.
Finally, what unsettles me most is the absolute permanence brought about by this transfer. Why should the technological cognition of 2026 become the eternal constitution for all of humanity's future civilization?
As Hannah Arendt said, the meaning of life lies in "action" and "natality": the birth of every new life brings infinite possibilities to open a brand-new chapter in the existing world. Human civilization thrives precisely because generation after generation can constantly reshape the future according to their own wills.
Imprisoning descendants in amber frozen by mechanical deities is equivalent to depriving them of their innate rights as humans. At this critical crossroads of history, we still hold the right to choose, and must absolutely never so easily hand over humanity's future.