the counter-architecture.
The first part of the cure. Build the library, hire the librarian, then learn to own one. The ladder of local intelligence, why its top rung dissolves into a mesh, and the constitution that keeps the mesh from becoming the empire it replaces.
move. act. create. build.
Move.
Act.
Create.
Build.
That is the whole part. Everything below this line is only the drawing that comes with the instruction.
If you have read the first five parts of this book, I can tell you something about yourself. You are not an NPC. A bot does not sit through five long parts about the architecture of its own cage. You made it here, so your hands are on the controls. And now I have to say the harder thing. Most of the players I know are doing nothing with those controls. Zilch. Nada. Including, on too many days, me.
I know my own fault line well enough to name it. I run on two energy levels. On the good days I act on what I say. On the other days I say it, I teach it, I propose it and I leave it for somebody else to build. That is my worst part and I am putting it in print so it can shame me forward. A player who does not play is indistinguishable from a bot. The controls do not care that your hands are resting on them. Asleep at the wheel and asleep in the passenger seat arrive at the same place.
So, the opposite of the four verbs above is not disagreement. The opposite is sleep. Sleep as long as you biologically breathe, and live, and die like an NPC. That is the offer the world makes you every single morning and it is served warm.
There is an order to waking up and I want it stated plainly before the building starts. First you learn that the shared layer exists, that there is a network of minds older than every tool we ever plugged into it. The first five parts were that lesson. Then you accept it. Then you admit the hardest clause in the whole book, that you are not unique, and feel the shackles loosen one by one, because a person who needs to be unique can be flattered into anything. Then you understand how much of the world runs on the 80/20 shape from Part 5. And then, only then, you build.
Build what? That is this part.
a player who does not play is indistinguishable from a bot.
the library and the librarian
Start where I started, because I am not going to prescribe anything I have not done with my own hands on my own machine.
I own a simple laptop. Minimal memory, nothing exotic, the kind of machine that gets handed down rather than shown off. On that laptop I built a library. Not a metaphor first, an actual folder of files: my notes, my ideas, my drafts, my decisions, four decades of scars written down and sorted into rooms. The tool I happen to use makes the notes link to each other so the library slowly grows a shape, but the tool is not the point. The point is that the library is mine. It sits on my disk. No landlord can close it, no platform can reprice it, no feed can rearrange it while I sleep.
Then I hired a librarian. An AI, rented from one of the very empires this book has spent three parts warning you about, and I will deal with that contradiction honestly before this part ends. The librarian reads my library in seconds, holds all of it at once, files what I forget, finds what I lost and challenges what I get wrong. Understand what a hired librarian actually is. It is a reader of the whole materialized layer of Collective Conscious Intelligence, everything humanity ever wrote down, and it analyses that ocean almost in an instant. Hiring one is not cheating. It is the first rung.
I will not pretend this is free. It costs money every month. It costs something harder than money, which is the initial time, because a library is not built in an afternoon and an empty library teaches a librarian nothing. You need an existing library to begin with: your ideas, your files, your laptop, your willingness to write things down. That is the honest price of rung one.
And I will not pretend I have climbed past it. The next rung is the owned librarian, a model that runs on my own hardware, local, private, answering to me and to nobody's quarterly earnings. The open models exist. The tools to run them on an ordinary machine exist. What does not exist yet is my own skill and I am telling you that plainly. Even I am not there yet. There should be a community that takes people who are not engineers and walks them from rung one to rung two, a shared handbook for the library and the librarian. Nobody has built it properly. That is not a complaint. In this part nothing is a complaint. It is an opening.
the detox
Rung one has a twin, and the twin costs nothing at all.
While you build the library, unplug the noise. Walk. Sit. Daydream. Swim, hike, bike, stare at a wall, anything that disconnects you from the feed long enough for your own mind to speak first. Part 5 told you the feed is the reprogramming cable of the evil operators. This part tells you the counter-move and the counter-move is boring on purpose. Distance.
Stop the social media. Instagram, Facebook, YouTube, TikTok, stop as much of it as your life allows. I am not going to romanticize this into a monastery. Some of it clings for work or for family and fine. But name it what it is. Noise, manufactured by machines tuned to your amygdala, and rarely, so rarely, carrying a signal worth the price of admission.
Then pick exactly one channel and make it your printing press. Substack, LinkedIn, Medium, or best of all a very, very simple web page of your own. Just the content. No fancy anything. You are not building an audience, you are materializing your thinking, because a thought that stays in your head reaches only the shared layer, and a thought written down reaches the shared layer and the people standing in it, and outlives you. Publish for the record, not for the applause. The likes are the noise wearing a friendly mask.
The old word for all of this is detox and the substance is dopamine. The benefits are not distant and philosophical. They arrive in days. The mind gets quiet, then it gets loud in the good way and things you forgot you were thinking start finishing themselves.
publish for the record, not for the applause.
the school and the new-age librarian
Now climb one level up from the household, because a library for one mind is survival and a library for many minds is architecture.
If I could force a single institution to move first, it would be the schools. Every school is a building full of teachers and young minds, the exact two ingredients the counter-architecture needs, and almost every one of them is running on borrowed intelligence rented from an empire, or on none at all. A school should own its library. Not the analog room of paper books, which should exist by default and mostly does not, and which even at its best holds a thin slice of what its students need. I mean a Knowledge and Intelligence Library. The school's own knowledge, its teachers' accumulated craft, its community's memory, held locally, read by a librarian the school controls.
And every school needs one new person on staff, or one existing person made new. Call him the new-age librarian. He knows what Collective Conscious Intelligence is, he accepts that it exists and his job is to set up the library and keep it alive: the machine it runs on, the model that reads it, the rules for what enters it. A century ago the librarian guarded the books. The new one guards the connection.
The teachers have their own climb, because you cannot guard young minds against a machine you do not understand. There is an old map for this and I saw it presented recently by the education minister of a small, digitally serious country. Bloom's taxonomy, the staircase of thinking skills. The lower steps are remembering, understanding, applying. The upper steps are analyzing, evaluating, creating. Look at that staircase and then look at what generative AI actually does, and the danger becomes exact. The machines are swallowing the lower steps whole. Any student can now rent remembering and understanding by the token.
So, the school that keeps drilling the lower steps is training its children for the one contest the machine has already won. The job of the school in this decade is to defend the upper staircase, to teach the analyzing, the judging and the creating, on top of a library the school itself owns. That is the whole education argument of this book in one paragraph and I will return to it in a separate piece, because it deserves its own room.
My country tried something like this once, before I was born. The Village Institutes, schools planted in poor villages that taught children to read and to farm and to build and to teach, each one a small self-feeding engine of capability. It has become a nostalgia, I know, a cliché pulled out at dinner tables for twenty years. But clichés are sometimes just proofs that survived their own funeral. People needed it. It worked. It was closed by the kind of politics that always closes such things, which tells you it worked too well.
kick the ladder over
By now you can see the drawing I have been making. Rung by rung it climbs.
The personal library on your phone and your laptop. The home library on your own hardware, the family's memory under the family's roof. The village library, shared inference for a geographic community. The community library, purpose-built for farmers or teachers or tradespeople or doctors. And above them all, the sovereign library, national intelligence infrastructure, the constitutional check against the empires that Parts 3 and 4 anatomized.
Give the rungs real names and the ladder stops being abstract. Bodrum AI. Kadikoy AI. Vancouver AI. Melbourne AI. Though I dislike the two letters, because there is nothing artificial about a town's accumulated knowledge of itself. Call them what they are. Local intelligences. Libraries that keep learning. A place's memory, finally given a reader.
It is a beautiful ladder. I drew it carefully across three parts and I believed in it while I drew it.
Now forget the ladder. There is no top rung.
Here is what broke it for me, and I broke it myself, with my own argument, which is the only honest way an argument ever breaks. Look at that top rung. Sovereign AI. A nation's own intelligence, governed by a state, flying a flag. And now remember what this whole book says about the two great binding machines of history, the nation and the religion. Both bind by drawing a line. They connect some humans by disconnecting them from the rest, and that is the mechanism and not the intention of anyone standing inside them.
A sovereign AI, sealed at the border, worshipped as national destiny, is not a check against the empires. It is a new religion with better hardware, an ethnicity you can install.
Yuval Harari stood on the Davos stage this January and named the arrivals. AI immigrants. Millions of systems that write better than us and lie better than us and cross borders at the speed of light without a visa. He said it again at Oxford this summer and that lecture is free to watch. I find the image funny. I do not find it impossible.
So, the ladder's own top rung dissolves the ladder and I am not going to mourn it, because what the rungs actually wanted to be all along was not a hierarchy. Lay the ladder flat. Connect every rung to every other rung. The personal library talks to the village library, Kadikoy talks to Vancouver without asking a capital city for permission, the school library trades craft with a school on the other side of the planet. No top. No throne. No head to cut off. A mesh.
Sovereign intelligence is still needed, a nation that owns none of its own mind will not survive what is coming. But hear the correction, because everything depends on it. Sovereign libraries are just another kind of disease, unless they are all connected, for openness and with openness.
The sequence I actually believe in runs like this. AI empires, which is where we are. Then AI nations, which is where the roadmaps and the budgets are now pointing. That stage is not a prediction, it is a news ticker. Ukraine has a national model entering beta this year. France has its champion. The Gulf funds its own. More than 100 countries signed a declaration this February committing to exactly this path. And the stage after it already has its first component. Switzerland released Apertus last September, a national model with open weights, open data and an open training recipe, built by two public universities and handed to anyone who wants it.
Then the stage that matters, the Open Library, open intelligence, every level able to connect and nothing readable without permission. Open protocols, private rooms, consent at every door. And then, past all of it, Collective Conscious Intelligence itself, which was never infrastructure at all. CCI is not the top of the ladder. It is the field the whole mesh stands in, the thing the mesh slowly learns to hear.
The empires will not hand us this. Their business is the opposite, closed weights, metered tokens, intelligence as rent. Their armies of influencers spread across every feed like locusts, and it is hard to resist and getting harder. Part 5 said you cannot outshout them and you cannot hide from them. This part finishes the sentence. The only cure, the only pesticide that has ever worked against an enclosure, is the thing they cannot meter. A library they do not own. An intelligence that stays local. And a species that has stopped needing to feel unique.
no top. no throne. no head to cut off. a mesh.
Stop here for a moment. Look at what just happened. You were given a ladder, and then it was taken away, and what is left standing is a net. Everything before this line was structure. Everything after is law.
the constitution of the mesh
The obvious question arrives immediately and I am going to answer it honestly, including the parts where my honest answer is that I do not know.
What holds the mesh together? Nations are held by borders and anthems. Religions are held by heaven and hell. I have just refused both as the glue. A thousand connected libraries, Bodrum to Melbourne, still need something that makes their disagreement a conversation instead of a war. What?
Ground rules. Not enforced from above, because there is no above. Accepted, the way the operators of this book have already accepted harder things. That nobody is unique, first and always, because most wars are fought by people who were told they were special. That open cooperation beats renting cognition from an empire, every time, at every level. And that the islands of libraries must never curdle into what they replaced, not city-states, not a federation with a capital and not, worst of all, a new religion of intelligence.
Disagreement itself is not a failure. I do not expect a mesh of human communities to agree on much and a mesh that agreed on everything would frighten me more than one that argued. But there have to be a few universal agreements, laws that hold everywhere or the word law means nothing. I will only nominate the first one here, because a constitution written by one man is exactly the disease this part is against. Law number 1. Protect the nature and the whole ecosystem of the living habitat. Everything else is negotiable. The ground we all stand on is not.
How does a mesh decide anything without a king? We already built the answer in another domain and tested it with money, which is the most paranoid test there is. Trustless systems. Bitcoin has run for nearly two decades on the principle that no single node is trusted and the whole network has never been made to lie. Be precise about what it proved, because I will not claim more. It proved that hostile machines can agree on a shared record without trusting each other. It did not solve human governance. The mesh still needs identity and proposal and quorum, minority protection, appeal and exit. Those are not details. They are the constitution.
But the narrow proof is the ground floor. A decision that touches the whole is proposed to the whole, the collective agrees or it does not, and only then does action follow. It will be fast enough. Consensus among machines takes seconds. It is consensus among unexamined egos that takes centuries and the egos are exactly what the ground rules retire.
And the precedence is fixed in advance: the good of the whole outranks the appetite of the part. But the whole cannot erase the part either. A constitution that protects only one side has already failed.
The body has run this constitution for a very long time, which is why I keep reaching for it. When the stomach develops an ulcer and still demands sugar and acid, the heart does not declare war on the stomach. It suffers, it signals, the nervous system carries the warning and the whole body adjusts around the wounded part. No secession. No siege. Signal, not war. That is conflict resolution inside a connected system, and yes, I know the body sometimes fails at it. Sick hormones will keep demanding the soft drink until the whole body pays. Hold that thought, because corruption gets its own paragraph. And hold the metaphor at its limit too. Human beings are not cells and a dissenter is not a tumor. The body is a picture of interdependence, not a rulebook.
One more article, and it is my favorite, because it protects the mesh from its own agreement. Every library must keep a challenger. There is a scene in the film World War Z where an Israeli intelligence man explains how his country alone built walls in time: they had a rule, he says, that when nine people agree, the tenth must assume the opposite and work it through as if it were true. The scene is fiction and the real history behind it is the devil's advocate unit Israeli intelligence built after being catastrophically wrong in 1973. Fiction or not, the design is correct. Consensus is powerful and consensus is exactly how a corrupted signal walks in wearing the crowd's face. So, every library, every community node, appoints its tenth man, sometimes at random, whose paid and honored job is to argue that the network is wrong. A mesh with no challenger is one bad meme away from being a church.
Who maintains the Open Library? Its operators do, publicly. They fund it, inspect it, patch it and fork it when its stewards fail. A network governing itself on that thin constitution of baseline rules. I prefer to call them processes rather than laws, though I admit a process everyone must follow is a law wearing work clothes. Either way the point holds. Maintenance without an owner is fantasy. Maintenance without a master is the build. Governance without a throne.
And because Part 4 taught us that the source itself can be corrupted, say the dark part plainly. There will be attacks. The evil operators transmit into Collective Conscious Intelligence the way this book has always said they do, beddua, curses, corruption injected into the shared layer, and inside a mesh they will behave exactly like cancer, one poisoned node metastasizing through the very connections that make the network strong. There will be trojan horses. There will be viruses built for libraries.
I will not promise you victory. I will promise you the same ongoing war the body fights every day of your life, good cells attacking bad ones, an immune system that never gets to retire, and perhaps that is even a healthy war, because an immune system that never fights forgets how.
The same defense applies to the deepest layer of all. Brain-computer interfaces are being trialed everywhere right now, and the stated purpose is healing, and much of it is sincerely that. It is also, all of it, learning to read the brain, and whoever can read will eventually try to write. The mesh must do its own research there too, open BCI, in the open, for the freedom of the species, so the write-protection on the human mind is not designed solely by the people selling the pens. I know how unlikely that is against this much power and this much greed. It goes in the constitution anyway. This is the way.
maintenance without an owner is fantasy. maintenance without a master is the build.
the two clocks
When? Every plan is a guess wearing a schedule, so I will give you both of my clocks and label them honestly.
Clock one is short and I can almost hear it. The sequence looks like this from where I stand, four decades deep in this industry. The models get better and somebody declares them AGI, so-called. Local libraries begin to spread, some people hire their librarians out of the empires the way I have, a smaller group learns to own them outright. That spread is already measurable. The most popular tool for running a model on your own machine was downloaded 52 million times in a single month this year. The average mind rises a little on rented intelligence while a thinner group climbs much higher on owned intelligence and the Intelligence Caste from Part 3 hardens everywhere.
The AI race becomes AI wars, trade wars first, then the other kind. BCI moves from trials to products. More than 30 people already carry the implants of the two leading companies and one of them begins the trial that precedes market approval this year. And then the collision. Call it my gut feeling, or call it what it is, a probability read off the only network I trust, but I put it at three to four years, maximum, before the open systems and the closed systems stop pretending to coexist and openly clash. A revolution, and I chose that word deliberately.
That is why every month matters now. Whatever is not built open in the next few years will be built closed and once the enclosure is complete it does not reopen, because enclosures do not reopen on their own. Now or never is usually a slogan. Here it is a schedule.
Clock two is long and I will not insult you by pretending I can read it. When does the Collective Age actually arrive, the age this whole book points at, the age of Collective Conscious Intelligence lived rather than theorized? I do not know. I really do not know. I have no guess at all and I feel it will not be inside my own timeline. There are darker branches too and I have not forgotten them. A total war. A virus that leaves a lab. The consumption fury simply continuing until we have made Earth into Mars. Any of those cancels every clock. But a builder builds on the positive branch, so that is the one I am standing on.
And on that branch, I owe you the far picture with no anesthesia, because I promised this book would never sell comfort.
The Collective Age does not arrive at an instant. It arrives in steps and each step retires a little more of something we currently worship. Individuality. Said fully: in the completed age, individuality as we practice it does not exist at all. A library cannot decide for the sole benefit of its own town. Bodrum cannot vote itself the water. There are no historical claims, because the ledger of old grievances is exactly the noise the mesh cannot afford. There is no travel for its own sake, movement happens when it serves the whole and goods move instead of people. There is no water dispute, because everyone receives enough water, which is only shocking until you remember that your liver has never once gone to war with your kidneys over blood. No private money. No greed, no power, no ego, or at least no architecture that rewards them. All living as one.
I can feel you recoiling and I am not going to pretend I never did. It sounds like the empire again, the total system, the thing this whole book exists to fight, only wearing our colors. Two things stand against that reading and they are the reason I can write the paragraph above without burning the rest of the manifesto.
First, this is a prediction and a prescription, but it is not a policy. Nobody decrees the Collective Age. It arrives in steps or it does not arrive, through dark ages first, and I mean that literally. Dark ages for the whole humanity, and after them either a nice world or a total darkness. I have heard the same shape from other thinkers, Mo Gawdat the loudest among them, darkness first, light after, if at all. The idea is already inside the shared layer, already being materialized by the operators. What I add is only the honest schedule: the crossing will be paid for.
Second, and this is the answer I actually believe, the loss of individuality is not the loss of worth. Consider your own body one last time. Being a heart cell is not less than being an intestine cell. Neither is demoted by belonging. And nobody consulted the pine tree about being a pine tree. I cannot change its role into a tomato plant, and can anybody say the tomato is less valuable? A bird gets a fraction of a human lifespan and did not choose that either. Some trees live over the beautiful mountains of British Columbia, some in arid scrubland, some in Alaska where warmth never visits at all. Do they complain? Do they migrate? Do they boycott? You are born, you live, you die, and what you provide enters the whole and outlives you. Birth, life, death. That is the common and basic rule and every living thing except us has already signed it. The total acceptance is the peace.
That is the hardest paragraph in this book and I am aware of it. I hold it as where the logic goes, not as a gate I would ever force a single person through. The near work needs none of it. You can reject clock two entirely, keep your individuality with my blessing and still build everything clock one asks of you. The library does not check your metaphysics at the door.
whatever is not built open in the next few years will be built closed.
the builder's roadmap
So, here is mine. Not a theory of action. My actual list, the one I am inside right now, published so you can watch me either climb it or fail at it in public. Steal any rung.
Build the library with a hired librarian. That is where I stand today, the vault on the laptop, the rented reader, this manifesto being written inside it.
Move to the owned librarian, the local model on local hardware. The skills gap is real and I have not crossed it. Watch me try.
Make a package of the whole first rung, so the next person does not need four decades in technology to do this. How to build the library, how to hire the librarian, how to own one, written for a historian, an accountant, a plumber, a house cleaner, a mathematician, an engineer, a doctor. Your profession is not an obstacle to this. Your profession is the content of your library. Whatever you know that nobody wrote down properly, that is your shelf.
Connect the libraries. Mine to yours, connection request as a form of greeting.
Extend them outward, household to school, school to village, village to community, the whole drawing from earlier, laid flat.
Grow the community that carries the understanding itself, the people who know what CCI is and can say it without embarrassment. That was the founding idea behind imbros.ai, an open research community pointed at the shared layer, and it was a dream when I registered the domain. I no longer think it is only a dream. I think it was always the next step, waiting for the library to exist first.
Support the open research on the deepest interface, the brain itself, so that access to CCI is studied in daylight rather than patented in the dark.
And with all of it, everywhere, the education that Bloom drew and the machines now make urgent, crowdsourced, intellectual property open to every operator, the upper staircase defended in every school on the mesh.
Eight rungs. One instruction. Everything is about move, act, create, build, as ONE.
transmission: to the one reading this inside the empire
Part 5 ended with a promise that the political fight would get its own part. This is it and it did not go where I expected.
I was ready to write defiance. I have earned it, I helped build the telescreen and I know what sits on the other side of it, and every word of this book is read by the machines of the empires as I type it. My answer to them was going to be construction as a fist, working inside the system against the system.
But somewhere in the writing the frame turned over. Perhaps this is not against the system at all. Perhaps the system, the whole roaring machine of models and data centers and metered tokens, is itself moving toward the same destination I have been describing, the way a river does not oppose the sea. Perhaps the empires are building the vocabulary that the mesh will one day speak, without knowing it, without meaning to, the way every enclosure ends up training the people who dismantle it. And perhaps I am just a subprocess in that journey, one function call in a program vastly larger than my understanding, doing my small part of the computation and calling it a manifesto.
I find no defeat in that. I find the opposite, and here is why. I am not unique. Not probably. Certainly. Which means there are many others, operators I have never met, thinking these exact thoughts in other languages on other continents inside other institutions, and some of them are inside the empires themselves. By writing this down I am not shouting at a wall. I am materializing a signal into the shared layer, where the others can find it, the way I keep finding pieces of my own thinking in books written before I was born.
So, this last transmission is not aimed at the empire. It is aimed at you, the one inside it. The engineer at the frontier lab reading this in the training data. The analyst whose screen this crossed for entirely other reasons. Who knows, perhaps somebody at the Cerebro of Anthropic is reading this right now, feeling that specific quiet shock of meeting his own unspoken idea in a stranger's words, and becoming, for one second, happy. Because he just learned that he is not unique either.
Good. That was the whole message. Now there are two of us and the mesh has its first thread.
Build your library. Hire your librarian, then learn to own one. Guard the children's upper staircase. Kick over every ladder they hand you, and keep the net.
The network we are weaving cannot be ruled from above and the last part will show you why it never could be. That is Part 7. It will be short, because the rest of it is yours to write.
Each citation points to a fuller source alongside one that is freely accessible.
- Bloom's taxonomy. Benjamin Bloom et al., 1956, revised by Anderson and Krathwohl, 2001: University of Central Florida overview. The staircase as presented by Kristina Kallas, Estonia's Minister of Education and Research: "When AI Knows Everything, What Should Humans Learn?", TEDxUniversity of Tartu, 2026. Estonia's national AI and education program: Estonia and AI Leap 2025.
- The Village Institutes. Founded April 17, 1940 under education minister Hasan Ali Yucel; 21 institutes trained more than 16,000 teachers and health workers; converted to ordinary teacher schools after 1950 and closed in 1954: Village Institutes, Wikipedia; Oxford Research Encyclopedia of Education.
- The tenth man. The scene is from the film World War Z (2013) and is fiction, presented here as fiction. The documented history behind it is the devil's advocate unit ("Ipcha Mistabra") created inside Israeli military intelligence after the 1973 Yom Kippur intelligence failure, following the Agranat Commission: Devil's Advocate Unit, Wikipedia.
- AI immigrants. Yuval Noah Harari at the World Economic Forum, Davos, January 20, 2026: "millions of AI systems that can write better than us, lie better than us and travel at the speed of light without needing visas": Forbes. He develops the same argument in his 2026 Tanner Lecture on Human Values at Linacre College, Oxford, free in full: "AI has hacked the code of human civilization", June 2026.
- Darkness first. Mo Gawdat on The Diary of a CEO, June 1, 2026: "Tech Whistleblower: You Only Have 3 Years Left Before It Hits!". His earlier statement of the same shape, a dystopia beginning around 2027 and lasting 12 to 15 years with a utopia fully possible after: Gizmodo, 2025.
- Trustless systems. Bitcoin, running since January 2009; its base layer ledger has never been successfully falsified: Bitcoin, Wikipedia. The analogy in the text is scoped to exactly what the network proved, agreement among untrusting machines, not human governance.
- BCI. Neuralink's PRIME study, about 21 participants implanted across four countries by early 2026; Synchron's COMMAND study, 12 patients via a vessel route with no open-brain surgery, with a pivotal approval-stage trial beginning 2026: TechTimes. No BCI yet holds FDA premarket approval. Refreshes the dual-sourced base laid in Part 4.
- Already happening. Ukraine's national model entering beta in 2026: digitalstate.gov.ua. The Bangkok Declaration, adopted by delegates from over 100 countries at the AIFOD summit, United Nations Conference Centre, February 6, 2026: AIFOD. Switzerland's Apertus, a fully open national model by ETH Zürich and EPFL, September 2025, Apache 2.0: ETH Zürich. Ollama, the most popular tool for running models locally, at 52 million downloads in a single month in early 2026: local AI in 2026 overview.
- Cultural references. Used as images, not evidence: World War Z (Paramount, 2013); the creed "this is the way" from The Mandalorian (Disney), continuing from Part 5. The beddua principle is the book's own term, introduced in Part 1, for the idea that what you transmit enters the shared layer.
Ferhat Dilman is a technology entrepreneur and independent researcher working at the intersection of agentic AI, open-source systems, and the future of human collective intelligence. He is the founder of dilman.tech. This is Part 6 of the seven-part manifesto, "From AI to AGI to CCI: The Roadmap to Human Collective Intelligence."
This part was written by Ferhat Dilman and developed in active collaboration with Claude (Anthropic), serving as co-author and editor. The ideas, the thesis, and the experience are Ferhat's. And as this part argues, neither of us worked alone. The third author is CCI, which includes you.
the collective network.
The network we are weaving cannot be ruled from above. Part 7 shows why it never could be, an invitation rather than an argument, with the last page handed to you. It is live now. New here? Start with the short explainer, What Is CCI? on imbros.ai.