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The Universal Tech Tree

asteriskmag.com

153 pointsmitchbob65 comments

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The link to the actual tech tree is buried In the article: https://www.historicaltechtree.com/

Thanks! I could not find it

That is fantastic! Thanks for providing the link. I was expecting something like that on the submission URL.

Someone is probably already making the most brutal Factorio mod of all time.

Does anyone know of a similar arrangement for books or biographies?

At one point in time I tried to read one of each major category of books in the Dewey Decimal system but was stymied (need to try again using LoC), then later, wanted to read biographies in chronological order to my kids, but that was a hard list to put together.

For an associated text, see:

https://www.goodreads.com/book/show/29240912-why-the-wheel-i...

which I'm currently reading and which is quite good and very engaging.

I was waiting for the inevitable Connections reference. It took longer than I expected.

I like the idea and I like the article describing the background and rationale. I look forward to poking around in it. However I have a little bit of a hang-up with calling it a “tree”. Namely, a tree conjures the image of it being a 1-to-N graph, i.e. a single idea leads to several new ones, and so on, when it is very much not.

Ironically Connections was really what rammed this point home for me. It really is more like a social media graph, where ideas from all over, old and new, coalesce into a new epiphany that leads to a new invention. Burke constantly demonstrated this in his examples, and explicitly rejected the linearity of inventions.

But then again, the concept of a ‘tree of tech’ is rather poetic :)

I see your point about it not being a strict tree. It is tree-like, however, in the sense that the branches/edges only point in one direction: forward in time.

But it's a reticulating structure; yes, the graph is directed / partially ordered, but it's certainly not tree-like.

The key property of real trees is that they _branch_ and the branches don't recombine.

Which is why the article points out that it's a directed acyclic graph, not a tree.

Au contraire: https://en.wikipedia.org/wiki/Inosculation

I do agree that branches staying separate is the essential property of a tree data structure.

That’s referring to a joining between different trees not the same tree.

The need to connect leaves to roots is what gives individuals trees their branching nature. Obviously a tree can have holes in it etc, but loops in nutrient delivery present an inherent issue.

Speaking of Burke, I believe his book The Pinball Effect has notations in the margins directing the reader to other pages that mention the same node in the graph (whether that's exactly how he thought of it or not). It seems like an interesting attempt to express this non-linear structure in the form of a book.

He explicitly says in the article that it's actually a DAG.

One of my favorite things to wonder about is if our historical tech tree has ever been truly limited by anything other than human ingenuity. Like, if not for the random placement of smart people in the right places, who's to say we might not have started launching rockets 500 years ago, or 500 years from now? And how disjoint can branches of a a tech tree really be; are there branches of our tree that could conceivably be completely dark ages and undiscovered given where we are in the other branches? But it's the first question that is most fun: have we ever been externally gated, like where a certain idea or technology was just completely impossible to invent discover until something external happened like a meteor hitting the ground, or a volcano erupting, etc?

It's not the placement of smart people, it's the political climate.

When an idle ruling class of parasites siphons all the productive surplus of society, there's not a lot of room for innovation... Unless they come up with a gentleman's compact to dabble in gentleman scholarship.

I don't know why you're being downvoted. The political climate, and more broadly the culture of a society, is the crucial component to whether or not technological progress happens. Evidence of this is all around us, even today. Look how much more progress there's been in South Korea vs. North Korea over the last 75 years. That is a direct consequence of the differing cultural and political climates.

Guns, Germs, and Steel: The Fates of Human Societies by Jared Diamond addresses this head on - resources, safety and political climate seem to contribute a lot

Sure. Someone could have invented gunpowder at pretty much any time. It's not particularly complex, just no one figured it out until (probably) some Chinese monks discovered it accidentally in the 9th century. But in some plausible alternate history the Roman legions were using explosives and cannons to conquer the world a millennium before that.

> But in some plausible alternate history the Roman legions were using explosives and cannons to conquer the world a millennium before that.

IIRC early cannons were pretty severely limited by the state of metallurgy at the time.

Interesting article about this: https://en.wikipedia.org/wiki/History_of_cannons

The oldest bell foundries do seem to happen at around the same time as the emergence of what we'd call a cannon, but before that there were indeed bamboo tubed contrivances and similar. If the Romans did have gunpowder earlier though, I bet they'd find a way.. I mean you don't hear about stone cannons and they'd be heavy AF but why not? These people basically invented fracking in BC, and literally tore down mountains to shake out all the gold. https://en.wikipedia.org/wiki/Las_M%C3%A9dulas

Wooden cannons do work, albeit with much reduced lifespans and maximum power. Even once metal cannons took off wooden cannons remained common for city and fortress defenses for quite a long time because they could be made cheap and as-needed and in great number, but obviously a wood log with a few wood straps around it aren't going to survive or be preserved for hundreds of years. The straps get recycled and new logs are found after they are either used or sit around for a few years to rot. Metal cannons did eventually win out eventually of course thanks to their accuracy, longevity, and improved metallurgy that made them more eventually more powerful than wooden equivalents, but it did take quite awhile for them to completely outclass and outrange wooden cannon, and wood cannons still had limited use up into the 1800s.

> ... if our historical tech tree has ever been truly limited by anything other than human ingenuity.

I feel more like our tech tree was pretty much directed by resources availability and human ingenuity didn't play much role at all and any species of roughly 50-150 human IQ would follow pretty much the same path when placed in similar situation, only perhaps slower or faster.

Another interesting idea that I'm not sure if I believe in is that rate of our technological progress might be mostly explained with population growth, as if technologies didn't really accelerate progress on future ones.

> tech tree was pretty much directed by resources availability and human ingenuity didn't play much role at all and any species of roughly 50-150 human IQ would follow pretty much the same path

Huh? There are inventions that happened by mere coincident, or two "right" humans at the same place and the same time.

Penicillin, superglue and microwave ovens are just some examples from the top of my head, that probably wouldn't have happened if they weren't "accidentally" discovered. It would seem many inventions are driven by "Hmm, what happened there?" accidents, and since the right person actually paid attention, they dove into it rather than dismissing it.

I doubt we’d be able to avoid discovering microwave heating across 200 years of using RF in the relevant frequency area. Once discovered, applying it to a countertop application seems inevitable.

> Once discovered, applying it to a countertop application seems inevitable

I guess hindsight is funny like that, most inventions/technology seem obvious to us today. Like putting wheels on luggage, of course that's easier and better in every way, but how many years was it between "luggage" was invented, and someone put wheels on them?

It took a little while, but the window isn't quite as wide as it might at first seem. Before solid smooth paved and floored surfaces are ubiquitous, wheels on luggage are of only limited use, and if you are carrying your own luggage you want something that's easy to carry on your back. In a time period where most people rich enough to be doing travelling with luggage have servants to carry it, making the luggage easier to move around isn't very high priority. When cost of labour is low and porters in railway stations and hotels are ubiquitous, wheeled luggage seems less necessary. And at the other end of the window, Wikipedia reports ad-hoc attempts to do wheels on luggage in the 1920s, and actual patents or products (either for a wheeled suitcase or a "put wheels on your existing suitcase" add-on) by the 1940s.

I think I'd be happy putting this in the "inevitable" category -- the idea floats around and maybe it takes a few decades for the market to be wide enough and somebody to have a good implementation and marketing to make it take off as a consumer product, but if the specific people who did that in our timeline hadn't managed to, somebody else would have.

For wheels on luggage to make sense we had to build enough flat, hard surfaces on the way. When we did, it was inevitable.

But that proves the point: coincident discovery implies that ingenuity was far less important than environment. There are smart people everywhere, what there is not is the prior knowledge or resources to turn that into new discoveries.

Notably we see way more coincident discovery after the printing press and more distant trade became common place (and centers of trade usually originated innovations wherever they happened).

I’m being pedantic but while external factors definitely can cause big jumps in tech, everything is always interconnected. We can’t discover rocketry without previous leaps in material science, those were impossible without manufacturing and mining infrastructure, those not possible without agriculture and sociological structures and organization, not to mention all the associated advances in mathematics etc

That's exactly the right level of pedantry. ;-) Right, I'd argue all of that is in the human ingenuity category.

But in contrast, if we knew that some invention like grinding lenses or whatever was completely impossible until some meteor or fungus hit planet Earth in year N and introduced a new element we were able to use, then that's an external factor.

I suppose there more pedantry is possible, like we could have invented space travel meteor-hopping tech by that point and discovered the "new element" for ourselves, but that's probably the wrong level of pedantry.

I think the closest practical answer is probably more along the lines of population density, and arguing that certain inventions would not be created until the density was enough to create a problem justifying its existence.

Energy and materials. In particular, discovery and exploitation of hydrocarbons changed the entire trajectory of human technology development.

It is very interesting to wonder if we may have seen "convergent evolution" towards certain technologies with different physical circumstances, but I think it's safe to say our species' (and planet's) future is forever altered by the massive biogeochemical battery, trickle-charged over eons, which we are discharging as rapidly as possible.

I'd say that the more proximate factor is knowledge. Fossil fuels have been around longer than humanity, and the earliest human usage of them was prehistoric:

https://en.wikipedia.org/wiki/History_of_coal_mining#Early_h...

The oldest intentional use of black coal was documented in Ostrava, Petřkovice, in a settlement from the older Stone Age on the top of Landek Hill. According to radiocarbon dating, the site falls within the period 25,000–23,000 years BC.

The Industrial Revolution wasn't when people first learned about fossil fuels, but it was when we started turning heat into mechanical work at scale.

Agreed, knowledge of how to use an energy source is as important as its presence. The former will not have the opportunity to emerge without the latter, though the former may be the more proximate cause of a "revolution". (I think it's important to emphasize material inputs because it is a common and very consequential misconception that prosperity is driven by human ingenuity alone.)

I didn't know that about coal! Thanks.

We can certainly imagine a limiting factor based on our prior development. Imagine a world where large amounts of coal or oil never formed, or formed in a manner that made it inaccessible to a pre-industrial revolution society. Without easily accessible chemical energy, the technical progress made during the industrial revolution probably takes 1000 years instead of 100.

The age of discovery was a similar scenario. Imagine a different world where 2/3rds of the continents are uninhabitable desert/tundra/arctic, and there was no economic benefit to better ships, clocks, astronomy, cartography. Delays social development of joint stock corporations etc...

Yes, we have been gated.

In the book Guns, Germs, and Steel, Jared Diamond develops a theory for why Europe and Asia developed vast, powerful civilizations, but Africa and the Americas did not.

In Africa, the co-evolution of primates/humans and other life resulted in that other life becoming extremely dangerous to humans. My impression is that if Africa were the only continent, humans would still be living in caves, because nature had enough time to adapt. Even today, we do not have the technology to tame the wildlife and diseases of Africa, nor will most crops grow there. So the ability to escape the continent would have been the first “external gate”.

In the Americas, the geography and north-south orientation of the continents, as well as the lack of work animals and crops suitable for agriculture, gated development until much later than Europe and Asia. Corn took a very long time to go from being an itty bitty little thing to a crop capable of supporting civilization.

Guns, Germs and Steel is a pretty terrible attempt at a theory. The largest East-West band of climatically similar areas isn't Eurasia, it's the Sahel in Africa, which incidentally does have quite a bit of native agriculture, including a plant extremely similar to corn called sorghum. The near east where European agriculture originated was actually a complicated patchwork of microclimates leading up to the neolithic, which cultures like the natufians essentially arbitraged. If we go down that pathway you end up at something like the vertical archipelago model, developed to understand Andean agriculture. Corn also wasn't the first crops domesticated in the Americas. Squashes were, around the same time as the near east was experimenting with vetches (because cereal grains hadn't caught on yet there either).

So on and so forth. Diamond didn't put a lot of effort into making his theory actually fit the evidence, he just wrote an engaging book.

Could you suggest any good books which go over this kind of global history? Until now I’d also accepted Diamond’s work as the leading theory for global inequality, since it was taught in school and I never looked into it further.

There's no narrative of world history that's universally (or even widely) accepted by all scholars. Many reject the idea that there's even a single unifying explanation.

With that said, if you're interested in a relatively neutral world history, I'd recommend the Cambridge World History. Failing that, you could do worse than Wikipedia.

I suspect you won't find that answer satisfying because it deliberately avoids "explaining global inequality", which no single book can do. A short answer that is definitively not the explanation, but most would accept as a major part of an explanation is colonialism. Europeans enjoyed some early successes redirecting existing institutions like those of the reconquista into colonial ventures. Those ventures extracted vast amounts of wealth that colonial powers were able to leverage via luck, historical happenstance, and the institutions evolved to maintain those ventures into a transformation from relatively poor backwaters in the 12th century to an extremely wealthy set of nations. Basically, they snowballed. Even this admittedly abstract answer is too reductionist and misses a lot of narratives many academics would be quick to point out. For example, Machines as the Measure of Men makes the argument that we observe great inequality in part because post-colonialism we've basically defined inequality as "differences from the Western model" rather than by any objective reality of poverty.

Spain and Portugal peaked in the 1700s with all that plunder. The real snowball effect was industrialization and modern administrative states.

There are few good books of this kind because it is so remarkably hard to construct grand narratives rigorously. So you get people like diamond stepping in it.

Braudel is a combo of geographic and economic history that is still respected (if old).

The answer is clearly yes IMO. We probably wouldn't have nuclear fission if it weren't for Shinkolobwe, which by sheer luck had uranium ore at a concentration far greater than any uranium ore ever found anywhere else on earth. Surely there are other technologies we're missing out on simply because we don't (or didn't at the time) have the raw materials.

On the other hand, Shinkolobwe didn't arrive by meteor - it wasn't there one day after not being there the day before.

More than just human ingenuity than human political organization. Building modern technology requires all the amenities a moderns state affords it, from capital financing, to complex supply chains, to modern bureaucracy, to rule of law, to a willing populace that can conform to rigid roles. Stuff like that takes hundreds of years to build, not so much from innovation but the accumulation of trust and conformity, and the necessary defences to prevent outside invasions from nomadic warlords like the Mongols.

> to modern bureaucracy, to rule of law,

I wish these were still in fashion

In a different "branch", transportation may look completely different.

Electric cars were invented 200 year ago, and the first rechargeable battery in 1859. I wonder how things would have looked like, if we had focused more on EV.

In a related scenario, if the car lobby hadn't fought so hard to prioritize personal cars instead of public transportation, we would probably have a more efficient society where you could live far away from your work, and commute in 500km/h trains. The towns could become more walkable and condensed. Logistics would be simpler with a more hub based distribution where more of your customers live in the same place. More area could be available for agriculture or preservation of nature instead of being used for highways and spread out metropolitan areas

For something related that takes a very different approach: https://causegraph.github.io/causalaxies

In contrast to the author's decisions here, I decided to

-go for an "everything tree" even if that will contain many more errors

-use DBpedia/Wikidata, and address issues discovered by editing Wikipedia/Wikidata

-use a 3D visualization tool, due to the size of the graph

I think it reveals an interesting overall structure, and some interesting details for those who zoom in despite the issues with the data.

OK this is amazeballs. Can you expound on technical implementation? Relying on Wikidata, then it relies on whatever Wikidata editors' internal governance system is for inclusion, exclusion, quality control of entries, correct?

I see you submitted this to HN almost a decade ago. How has it not gotten picked up for discussion??

Thanks for the compliment! The larger graph is basically built by extracting all relationships of certain types (e.g. parent/child, teacher/student, cause/effect) from Wikidata, along with the earliest known date for the items (e.g. date of birth, time of invention/discovery). The layout started as a 3D force-directed layout, but I turned one axis into the timeline. For the visualization, I used (forked) https://github.com/anvaka/pm (which did get some deserved attention here: https://news.ycombinator.com/item?id=40817852 ) and the related ngraph.offline.layout repo.

Trying to answer your final question: there are a lot of things that I should probably improve here, but I've also wondered if this kind of giant graph visualization just doesn't really work for most people.

Very coincidental as I've been building my own "technology tree" for a game I'm doing, but currently just at ~50 technologies. It would be amazing if this universal tech tree would also publish its data under a permissive license, I'm sure it could be useful to more folks than just me, and would make it even more universal!

One of my favorite sci-fi authors wrote Lady of Mazes, which in part explores what a "finished" tech tree looks like, and how societies might explicitly reject parts of it as part of their values. It explores multiple societies physically overlaid but invisible to each other because their technological values are incompatible. (The titular lady possesses a rare ability to step through to different societies.)

The article opens with a great line that really sets the stage for the whole "Universal Tech Tree" idea: "When we try and pick out any technology in isolation, we find it hitched, in some way, to every innovation that preceded it."

That really resonates with me. It’s like trying to isolate a single root in a massive banyan tree – impossible! Every new tool or technique we develop isn't just born in a vacuum; it’s built on the shoulders of giants, as they say. Or, to keep with the tree metaphor, it's nourished by the nutrients and structure provided by all the growth before it. It’s a very organic way of looking at progress, far more accurate than the typical linear 'invention A led to invention B' timelines we sometimes see. It also makes you wonder about the butterfly effect in technology – how a seemingly small 'hitch' in the past could have profoundly altered the entire tech tree's future branches

Yeah, but I feel like there are sort of "substantial" and "accidental" dependencies to any invention. The example he gives of photography being dependent on firearms seem more of the "accidental" kind. Photography could have still existed without those influences, but the form may have been slightly different. The key thing was actually the silver chemistry and optics.

I think one can make a similar argument that Generative AI, for example was dependent on 3D video games, but that seems sort of contingent, and in another universe it could have happened in the opposite order.

Thanks for doing this research!

The information is organized clearly by date, technology and predecessor/descendant.

But,technology continues to improve, and this site has no database or github for continuing to update with new tech or to fill in the gaps.

This website format also makes it difficult to do other forms of analysis.

I wonder if the authors would make the data available in a knowledge graph form.

I'm not sure how accurate the dot-graph is at the bottom of the Tree, but anyone notice that 1880 to 1980 has a huge density, and since about 1980 we seem to be stagnating?

Data collection bias? Goalpost/definition change maybe (many recent advances are in "better" software and hardware)? Less research/exploration investment vs. business/exploitation investment?

Interesting to think about "what if my whole life has actually been in a period of global exploratory slowdown?"

Possibly related to that period having two world wars and the Cold War? If I look a lot of the inventions in that timeline, they're related to or directly funded by warfare. Consider radio and radar, rocketry, space flight, the Internet and its related technologies, there's a very big list.

In the US, institutions like DARPA were directly funded for that purpose.

What I would find interesting is if the tech trees of different civilizations, not just in Earth but elsewhere would eventually converge. And if you can reach a point where you can anticipate that, how would that predetermine the relationshp between your civilization today and others in the future, or even better, how would that define the relationship between those more advanced to those behind them?

I love it that the Tech Tree goes all the way back to a stone tool. It reclaims the word Technology. If we asked a youngster to describe Technology they might point to a phone or a computer. Noooo .. it is "is the application of conceptual knowledge to achieve practical goals" (Wikipedia). Phones and computers are a small subset of Technology.

There is this theory of „adjacent possible”, that quite well explains why the technology develops the way it does. Some enabler technologies or inventions or even economy are just not just there yet for next thing to happen.

Great article. There was a puzzle game called doodle god on ios 10+ years ago where you would combine basic elements to form the next one, etc. in a tree fashion. We could use the same game concept and gamify the tech tree

I've been wishing that this existed for a long time, and am thrilled to see that it does now!

Something that fascinates me about early technology is that a significant amount of it was invented prior to Homo sapiens.

I love the execution on this. It's powerful because it overlaps with different approaches (adjacent possible, inflection points, dominant design, creative destruction, opportunity curves, the multigenium, hype cycles, Cambrian explosions, tech leapfrogging...) and also just lets you click around to explore.

I've been interested in the timing of new inventions and how they sometimes go on to become successful innovations. This visual tree is a great resource.

Is there an individual-scale tree with skills and jobs?

It's not a tree, it's a DAG.

I absolutely love this.

same

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