TECHNOLOGY. PEOPLE. A BETTER LIFE.
Coactualization asks how AI, schools, and government could help us learn, live well, and take charge of our lives. The proposal: test what helps, improve what fails, and protect our freedom to choose.
A proposal in development. Open to questions and criticism.
WHY IT MATTERS
An app can keep you watching without making your life better. An AI tool can finish a task without helping you understand it. Saving time matters. So does having the ability to think, choose, and act for yourself.
Powerful technology could help us learn, create, and connect. It could also leave us more dependent on systems we cannot question. The goals we set and the rules we build will shape what happens.
Coactualization is a proposal to use AI and evidence to build schools, technology, and government that help people live better, develop their abilities, and shape their own future.
A teacher helps a student gain confidence. That student can go on to build, care, discover, or teach. People and society help each other grow. Coactualism is the philosophy behind that goal.
A good life includes health, security, relationships, learning, purpose, and room to choose your own path.
IN EVERYDAY LIFE
These examples illustrate the proposal. They describe possibilities to test, rather than completed Coactualist programs.
Imagine an AI tutor that offers hints, explains its advice, and helps you solve the next problem yourself. We would ask whether you keep and can use what you learn.
Explore learning with AIImagine schools with time, support, and varied opportunities to help students discover their abilities. A low score would be a reason to offer help, never a verdict on someone’s future.
Explore a fuller educationImagine a service that tests a better approach, publishes what it learns, and changes when the evidence holds up. Leaders would need to explain a decision to keep a worse system.
Explore the duty to improveHOW IT WOULD WORK
When strong evidence shows that a better approach improves people’s lives, public institutions should have a duty to change—or give a defensible public reason for not changing.
Bring together research, real-world results, and the experiences of people affected. AI could help compare the evidence, including failures and conflicting findings. People would still need to check it.
Try promising changes on a limited scale where appropriate. Compare benefits, harms, costs, and who is being left out. A pattern in the data is a starting point for investigating cause and effect.
Give institutions the people and resources to adopt better approaches when the case is strong enough. Respect rights, local circumstances, and reasonable limits. Make decisions open to challenge.
Publish what was learned in a form people can understand. Seek independent review. Change course when results disappoint or new evidence shows a better way.
Before a trial, students, families, and teachers would help identify the goals and concerns. The school would explain what information the tool collects, how it is protected, and what choices students have about taking part.
Researchers could compare teaching with and without the tutor, using a fair design. They would check what students remember and can do independently, alongside stress, access, teacher workload, privacy, and cost.
If benefits hold up under independent scrutiny, the school should improve its approach. If the tool harms learning or fails to help, it should be changed or discontinued. This is an illustration of the method, with no claimed results.
The duty falls on institutions. People retain the freedom to choose their own lives. The full theory examines how this duty could work; its precise legal enforcement remains an open design question.
Read the argument for a duty to improveFREEDOM AND ACCOUNTABILITY
A better score cannot justify taking away people’s rights. The purpose is to expand our ability to direct our lives. The proposal must be judged by whether its protections can work in practice.
Evidence helps us understand consequences. People still need to debate goals and tradeoffs. Different ambitions, beliefs, and ways of living must have room to exist.
Important decisions need clear reasons, independent scrutiny, and a real way to appeal. People must be free to disagree with the project and those in charge.
Personal AI mentoring would need meaningful consent and a choice to decline. Private learning records must be kept separate from evidence used for public decisions.
These are requirements for the proposed institutions. Their legal and practical design still needs work. Measuring how well an institution serves people must never become a single score of a person’s worth.
Examine the objections and unresolved questionsTAKE THE NEXT STEP
You can explore an example, challenge an assumption, or read the full argument. The names come after the ideas they describe.
What could growing technological power mean for our freedom, work, and everyday lives?
5 min read02 · Explore the ideaWhat would it mean to make human development a responsibility of public institutions?
6 min read03 · Explore the ideaHow could research, measured outcomes, and AI help us compare and improve policies?
7 min readAI can do more for us. But will it help us live better and think for ourselves? Coactualization proposes using AI and research to build schools, technology, and government around human development. Think of a tutor that builds your understanding, or public programs required to improve when better approaches are demonstrated. The goal is healthier, more capable people, with privacy, a voice in decisions, and freedom to choose their own path.
Ask a question whenever you want to understand more. You do not need to read a chapter first.
GO DEEPER · 29 CHAPTERS, EIGHT PARTS
The complete argument, precise terminology, and connections remain here. Open any part to choose a chapter.
The technological question, the shared goal, and the duty to improve public institutions.
What should government and society exist to achieve when intelligent machines can do much of our work?
5 min readA political mandate for the post-AGI age: systematically develop human abilities and quality of life, and hold institutions accountable for results.
6 min readHow research and real-world cases could guide better public decisions.
Bringing worldwide research and ongoing studies together with AI to discover which policies are linked to better human outcomes, and why.
7 min readLaws, incentives, and public systems designed around their effects on human lives.
4 min readWhy knowing a better way creates a public duty to improve.
4 min readTurning findings into trials, useful tools, institutional partnerships, and better practice.
4 min readStreets, neighborhoods, public spaces, and the cultural life of a community.
The environments that make flourishing and developmental opportunity possible.
4 min readA lived model of connected neighborhoods, civic institutions, and everyday possibility.
4 min readMatching institutions to the scale of relationships, problems, and responsibility.
4 min readA public world that cultivates imagination, belonging, craft, and aspiration.
4 min readLearning, mentorship, opportunity, and the cultivation of judgment and skill.
An education for the whole person, across the whole of life.
5 min readThe obligation to cultivate potential before judging achievement.
4 min readDiscovery, mentorship, challenge, and renewed opportunity throughout life.
4 min readWhat excellence consists of, how it develops, and how it can be assessed.
4 min readSecurity, meaningful contribution, competence, freedom, and accountability.
An economy of capability, meaningful contribution, and shared technological gains.
4 min readEntrusting responsibility through demonstrated competence, character, and judgment.
4 min readPreventing public excellence from becoming private extraction.
4 min readHow a society can cultivate excellence while protecting authorship of one's life.
4 min readHow outcomes are measured, claims are checked, and institutions learn.
Making human outcomes visible without confusing a person with a score.
4 min readHow claims earn confidence, inform action, and remain open to correction.
4 min readInstitutions that observe consequences, revise their assumptions, and improve.
4 min readDistinct tools for public evidence analysis and personal learning, with oversight of both.
Two domains of intelligence, three scales of application, and shared oversight.
5 min readFrom scattered research to causal understanding and better institutional choices.
4 min readPsychometrics, developmental pathways, education, mentorship, and role fit.
5 min readDesigning technology to strengthen attention, agency, capability, and shared life.
4 min readHuman potential, excellence, meaning, individuality, and our responsibility to one another.
Flourishing, value, consciousness, and the movement from potential to actuality.
5 min readDistinctive lives whose development enlarges the possibilities of others.
4 min readHumanity as an unfinished project of conscious self-overcoming.
4 min readKnowledge, creative courage, and responsibility for the powers we bring into the world.
5 min readFOLLOW YOUR CURIOSITY
Explore the full concept map, its branches, and their relationships.
Who decides? What could go wrong? What remains unresolved?
Examine agreements and differences with other political traditions.
Read precise definitions after the everyday explanation.
Explore the philosophical influences and the proposed synthesis.
Understand its purpose, current status, and proposed next steps.