Showing posts with label extinction. Show all posts
Showing posts with label extinction. Show all posts

Tuesday, June 09, 2026

Reboot at the End of the World


Reboot at the End of the World

There are catastrophes from which humanity might survive, but only just.

A major asteroid strike. A global thermonuclear war. A run of linked supervolcano eruptions. A pandemic so destructive that it does not merely kill millions, but breaks the institutional memory of the species. No universities. No laboratories. No supply chains. No expert professions. No functioning states. No schools worth the name.

Imagine, then, the worst case short of extinction: a few hundred thousand survivors scattered across habitable fragments of the planet, perhaps speaking minority languages, perhaps with no living continuity of literacy, science, engineering or administration. Not stupid, but stripped of all our culture, institutions and technology.

This is the real civilisational reboot problem.

It's often presented as an archive problem. Preserve the books. Preserve the seeds. Preserve Wikipedia. Etch our knowledge into some durable medium. Put a library on the Moon, or Mars, or in orbit.

But a devastated hunter-gatherer band cannot get to the Moon. If humanity has recovered enough to retrieve, decode and use an off-world archive, then that archive is archaeology, not rescue.

Nor is a library enough. A library assumes a reader. A textbook assumes a school. A wiring diagram assumes numeracy, measurement, tools, materials and craft tradition. A medical manual assumes sterile practice, diagnosis, instruments and pharmacology.

Walter M. Miller Jr.’s A Canticle for Leibowitz taught the lesson memorably enough: even from the relatively high base of surviving monastic literacy, preserved knowledge can decay into relic, chant and sacralised incomprehension. Here we are imagining a lower base still. Strip away the institutions entirely and a library becomes a catacomb of cryptic marks.

The civilisation reboot we need is not a library; it is a teacher.

What we should be building is a network of terrestrial reboot caches: hardened, widely distributed, AI-driven systems designed not merely to preserve (actually inaccessible) knowledge, but to reanimate it.

What will not work, obviously, is burying today’s largest data-centre model in a mountain and hoping it wakes after three thousand years. 

The useful object needs to be smaller, tougher and more modest: a low-power civilisation-kernel able to interact with survivors where they are, learn enough of their language, teach symbols, restore literacy and numeracy, guide sanitation and agriculture, and then lead a community step by step up the civilisational ladder.

A Marxist, or an Olson-influenced economist, would flinch here, and not without reason. Technology does not float above social power like a benevolent weather system. Elites, priesthoods, war-bands and rent-seeking custodians would quickly discover that a machine which teaches metallurgy, sanitation and accounting is also a machine which threatens their arrangements. The tutor would not merely have to transmit knowledge. It would have to survive and even use politics without becoming its victim.

The first requirement is humility about the user. The user may be an illiterate adult in a small oral society, with practical intelligence, local knowledge, suspicion of strangers and no reason to trust a speaking artefact from the ruins. The machine’s first task is not Maxwell’s equations. It must begin with pointing, naming, counting, comparing and listening.

So the AI must be anthropologist before lecturer. It needs a “teach me your words” mode. It asks users to name objects, actions, animals, plants, kin relations, body parts, tools, weather and danger. From that it builds a language bridge. Only then can it start to contribute.

The second requirement is sequencing. Civilisation is not a heap of facts. It is a dependency graph. You cannot design antibiotics before the concept of germs. You cannot build a generator without copper wire, magnets, insulation, tools and tolerances. You cannot recover semiconductors from a dense paragraph about photolithography.

The tutor must therefore ask: what materials exist here? What tools? What climate? What diseases? What authority structure? Who will listen to me? Who won't?

The third requirement is sheer physical persistence. It must tolerate heat, cold, damp, dust, insects, corrosion, shock and long dormancy. No fan. No hard disk.

Power would probably be solar, with radioisotope generators, of the kind used on spacecraft, reserved for a few deep reserve caches where cost, safety and politics align. The architecture should be layered: a tiny robust controller; a low-power local model; a curated archive; analogue fallback materials; engraved pictorial first-use instructions; printed primers; tools, seeds, measuring instruments and medical basics. If the AI fails, the cache should still teach something.

The AI itself should be modular. A language-acquisition layer. A patient tutor model. Deployment matters: ten thousand distributed systems would be prudent. They should be geographically dispersed, culturally plural and designed to learn surviving languages.

The archive could store weights for larger AI models with greater intelligence and coverage, inert until a recovering society had rebuilt enough electrical and computational infrastructure to run them: a much richer cultural assistant waiting to reappear.

The project would be scientifically valuable even if the catastrophe never comes. It would force us to ask what civilisation actually consists of. Which knowledge is explicit? Which is buried in tools, habits, institutions and apprenticeships? How do technical cultures teach across radical asymmetries of language, trust and competence? What is the minimal curriculum for cumulative science?

The same discipline might even matter for interstellar first-contact probes, where teaching across radical asymmetry is the whole game.

If someone wants a civilisational reboot project with more utility than firing archives into space, this is it. The intended users are not on the Moon or Mars. They are on Earth: impoverished, intelligent, and cut off from the long chain of memory which made us what we are.


Wednesday, November 29, 2023

How to design an exterminator AI


From OpenArt.ai

Posted here as a service to those misanthropists who wish to exterminate the human race, but lack the necessary strategic vision.

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First, don't go the pure AI route. You'll find that it's orders of magnitude easier to engineer a bunch of gain-of-function viral pathogens and let them loose. In fact, lose the idea of the dangers of high-intelligence entirely. Plenty of highly-intelligent people died in prison cells or death camps. An enhanced capacity for abstract thought only takes you so far.

To make humanity, or any species, extinct, you have to change the parameters of that species’ environment to ensure subsequent reproduction tends to zero.

A simple approach is to drop a sufficiently large rock on the planet. But sometimes the introduction of a new, invasive species is enough to do the trick - rats introduced onto a hitherto-pristine island is a well-known case study. 

Could you use advanced AI to enable a lethal threat to humanity? Create a new species to occupy our human niche, preventing humans in their totality from continuing?

Some of you will say that the TFR data shows that capitalism and contraception are already taking us way down that path. But not all humans will be affected: those who disdain such will inherit the Earth - a future paradise for the Amish (h/t Robin Hanson).

Putting both viruses and progressive antinatalism to one side, what people really want to hear about, it seems, are killer robots.

They're hard. 

It's easy to design a substantial point-threat: AI autonomous weapons for example. It's another thing to design a universal, all-consuming threat which prevails over any and all human countermeasures.

All existing AI systems - all our technological products - are strictly parasitic on our existing human global economy. Without that they can't power themselves, repair themselves or reproduce themselves. 

In principle, we can imagine a totally self-reproducing robot community-economy. If it had sufficient means of military aggression and defence, then we're simply positing a species like ourselves (in some possibly improved variant) implemented in metal/silicon or protoplasm depending on the engineering pros and cons.

Since we would be competing in-niche for land, resources and sources of energy, we would have to fight these aliens for our survival. But defeat is not foredoomed, not if we were paying attention all along.

In any case, I say to the misanthropes out there, we are centuries away from that future. You won't live to conceptualise, let alone design, that possible road to human extinction.

My advice? Stick to the viruses. 

Or go design the irresistible (but sterile) android life-partners - trust me, no one will stop you there.

Sunday, October 20, 2019

Neanderthal dilemmas

Cro-Magnons - early humans - entered Europe from the Middle East around 38,000 years ago. Their path took them through the Zagros mountains (Iran, East Turkey). Climate change had led to a greening of the desert and thereby permitted northbound migration.

They were entering a Eurasian continent already populated by Neanderthals.

Cro-Magnon penetration at 37,500 years before present (here)
Suppose that there had been exactly one decisive pass through the mountains, and suppose this pass was occupied by a band of Neanderthals who could in principle have engaged and repulsed the incoming Cro-Magnon tribe.

Should they have held the pass, or just dispersed and avoided conflict?

It's a thought experiment.

Let us give these tooled-up Neanderthals the future knowledge of one branch of their decision tree.

If they stand aside and let the newcomers in, then over the next 10,000 years the Neanderthals will be displaced from their range and driven to extinction. The newcomers will proceed to build a mighty civilisation which will span the Earth .. and even beyond.

On the other hand ...

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The argument

1. The Neanderthals are inherently limited: they should make way for an improved species

There is no evidence that the Neanderthals were capable - in terms of their genetic endowment - in creating an advanced civilisation. They were just too well-adapted to their ecological niche to need the expansion of cognitive competences which compensated for Cro-Magnon physical inadequacy.

However, in biological terms, what's progress? The Neanderthals went extinct. Their genes only survive today as fragmented admixtures in the successor population. The subsequent massive population expansion (8 billion humans in the world today) of another species was not to their advantage at all. So why make way?

2. We should be in favour of life as a whole rather than any one species

Sure, some people believe this. But no species which practically implemented this belief could survive. It's the ultimate prey strategy in a Darwinian world of predators. You're toast in the paws of species which do care about their own survival.

3. The Neanderthals should have fought - it was in their own genetic interest

This is superficially appealing but it misunderstands the dynamic of evolution. No single organism operates in the interests of its 'species' - which in any case is a theoretical construct, a genotype-set boundary with rather arbitrary borders.

A creature fights for the survival of those creatures which best guarantee the further propagation of its own alleles. Itself. Usually its offspring. In more caring/social species the mates, extended kin group and perhaps allies ('friends' in a relationship of reciprocal, transactional altruism).

We could talk about imagined communities but let's discuss patriotism and nationalism another time.

So in a real scenario, the local Neanderthals should have fought if it was in their immediate, localised and situated interests. No doubt their innate emotions would have backed that up: some combination of aggression and fear balancing out.

However, if they had (counter-factually) known their future prospects over the next 10,000 years or so, they should have fought. Extinction is not consistent with any kind of fitness.

But you can't know.

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Supplementary question

If we designed a more competent social creature than current humanity - some self-sustaining artificial intelligence perhaps, or some genetically enhanced human subspecies - in any event some new creature which would out-compete us, should we proceed to implement the design?

Knowing we would lose the subsequent contest? But knowing that our designed-successors would inherit the stars (or something similarly grandiose) while rendering us extinct.

This would be completely against our genetic interests as individuals. But such a glittering future is surely something to be prized. Why should we care about the underlying dynamics of DNA replication and natural selection anyway? It's just mindless applied chemistry.

But why should we care about the glittering interstellar high-civilisation either? It's still all just navel-gazing atoms.

We care only because it's a human emotion - that's all 'caring' is. And human emotions simply encode the cognitive strategies which make us a (so-far) successful social species.

You don't find universal values in physics or biology.

There are only species-specific values. And the ones we cherish so much are specifically the values of a species ecologically-genomically structured like us. They motivate us to want to bring about situations which worked for us survivors up to now.

Wednesday, August 19, 2015

This could ruin your whole day ...

Perhaps we should start to listen to the Tesla guy and put some of our eggs in another basket (make sure the video captions are on - box on bottom right, left of settings; and you can lose the audio ).



If you followed the link you may never think about Excel spreadsheets the same way again.

Putting the 'one million people on Mars' to one side, here are some other options:
  • long-duration refuge sites buried deep inside the mountains; 
  • a (largely) self-sustaining lunar colony;
  • asteroid or orbital habitats. 
They're all hard - but then, so is Mars. Any place where we need advanced technology to survive at all is going to be vulnerable to system crashes. All the proposed refuges need advanced, not basic technology, sustained by hi-tech societies and lots of skilled people.

I would much prefer self-maintaining and self-reproducing technologies (aka 'life') which could be engineered to thrive in these hard environments and could create an ecology in which even underskilled and numerically-depleted humans could survive and progress.

Maybe needs a similar reworking of human, though (see this post).