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Premise

True Human-Centric AI

What if artificial intelligence could actively help us better
understand ourselves?

What if artificial intelligence could actively help us better
understand each other?

What if artificial intelligence could actively help us better
understand our future?

What if artificial intelligence could actively help us better
understand our way forward?

What are the bonds which bring society together; what is the glue that fosters collective identity, shared values, and a sense of belonging within communities? A socially cohesive community is acheived by the degree of connectedness and solidarity through shared values, trust among members, and the ability of diverse individuals or groups to work together harmoniously.

This is the goal of One.

Find yourself

Find the others

Find your future

Find your way

Corroboration

Thought leaders

António Guterres
UN Secretary General

Speaks on Global Cohesion

Elon Musk
Humanitarian Entrepreneur

Speaks on Truth-Seeking AI

Greta Thunberg
Environmental Activist

Speaks on Global Responsibility

Jordan Peterson
Clinical Psychologist and Author

Speaks on How to Know Yourself

Gabor Maté
Clinical Physician and Author

Speaks on Self-Improvement

Industry Experts

"One is an opportunity to step back and ask yourself, what do I really what from my life – and what do I really want to see from our future?"

Amanda Johnstone
Mental Health Technologist

"I have never seen a better opportunity for career path-finding than One promises with it's psychometric modelling."

Johnathan Lavender
Human Resources

"This is a billion dollar idea which touches every industry and provides value to every single person with an internet connection."

Saba Youseff
Investor & Business Manager

"The implications for mental health and personal development only scratch the surface of what One will do for the planet."

Amy Lou
Heathcare Proprietor

"This is what AI should be aiming to achieve, nothing less. I believe that this will be the beginning of something truly great."

Emal Hakikat
Serial Entrepreneur

Alignment

Global cohesion

"Alignment within the human dimension"

One believes in the sentiment for global cohesion promoted by the United Nations Secretary General – a vision also described by the UN's Sustainable Development Goals for a united future of inclusion and celebrated diversity. Their SDGs provide a template for thinking about a future in which we can be proud to be human by acting on the responsibilities which have come with the level of awareness inherent to a species experiencing intelligence.

Find yourself

AI which actively
seeks understanding
of who you are.

If we were to take a first principles approach to AI alignment, we would start by actually defining who we are, both individually and at scale. Psychometrics can provide a high dimensional mathematical model of an individual's unique phycological identity, world-view and future-thinking aspirations through the field of mathematical psychology.

Considering the depth of character within us, cultural incentives can drive us to seem as if we were intensely superficial – especially if viewed from the perspective of social media data. What if AI could act as a sounding-board towards ourselves and between each other, using the knowledge of therapeutic psychology and psychometrics to uncover true states of emotional, cognitive and aspirational identity?

Who are you?

Who do you want to be?

How do you see the world?

Have you found the others?

Do you see the future?

We live in a time of unprecedented change.

This is the time for us to find each other.

This is the time for us to change the world.

If we are to have the expectation of a transformative digital intelligence within our society and want for it to align with our human nature in a meaningful capacity we must be comfortable with the idea that to some degree we will need to virtualise our humanness in some measurable way – this is called a digital-twin.

This may sound abstract however in sentiment it is the same way we have been handing down our humanity and virtues generationally throughout history; by the successful handing-on of information, stories and ethics through language. Large Language Models have given us the foundations for this story – the story of who we are – however there are still unmapped inner worlds which are not frequently expressed socially or formally. Having an AI trained to seek maximal understanding of who you are and promote you by helping to bring you closer to your objectives and vision of your ideal future self with constructive logic (in the context of goal-setting) then AI can not only be better aligned with us individually but it also provides maximal self-awareness to become more aligned within ourselves.

This is a virtualisation of individual and social identity which would be unprecedented in its level of definition and will surely uncover new patterns in thinking and social dynamics which can bring new clarity to strategies of change.

Psychometric scales

Self-Identity
Self-Concept Clarity
Identity Style Inventory
Ego Identity Process
Rosenberg Self-Esteem
Self-Compassion Scale
Self-Identity Constant
Self-Discrepancy
Narrative Identity
Gender Identity
Ethnic Identity Scale
Sexual Identity Measures
Moral Identity Scale
Life Role Salience
Religious Identity

Cognitive Consistency
Cognitive Dissonance
Belief Consistency
Value Congruence

Memory Coherence
Autobiographical Memo..
Memory Consistency

Decision-Making Cohe..
Preference Consistency
Transitivity
Choice Rationality

Emotional Coherence
Emotion-Expression
Affective-Cognitive
Emotion Regulation

Attitudes and Beliefs
Math Anxiety
Self-efficacy

Motivation
Intrinsic Motivation
Extrinsic Motivation

Social Cognition
Theory of Mind
Social Perception

Behavioural Economics
Time Preference
Endowment Effect

Well-being
Subjective Well-being
Life Satisfaction

Mental Health and Clini..
Depression
Anxiety
Stress

Ambitions and virtues
Mastery-approach goals
Performance-approach
Performance-avoidance
Achievement Motivation
Need for Achievement
Future Time Perspective
Aspiration Index
Career Ambition

Character Strengt..
Wisdom
Courage
Humanity
Justice
Temperance
Transcendence
Selflessness
Empathy response

Moral Foundations
Care/harm
Fairness/cheating
Loyalty/betrayal
Authority/subversion
Sanctity/degradation
Virtue Ethics Scale
Humility
Gratitude
Altruism
Integrity
Conscientiousness

Future thinking
Episodic Future..
Time Perspective.
Delay Discounting
Life Orientation.
Temporal Discounti..
Future Considerati..
Future Self-Contin..
Possible Selves In..
Prospective Memor..
Imaginative Foresi..

Cognition
IQ
Working Memory
Attention Span
Learning
Long-term Memo..
Episodic Memory
Semantic Memory

Mathematics
Numerical Reas..
Spatial Reasoning

Personality
Openness
Conscientiousness
Extraversion
Agreeableness
Neuroticism

Emotional Intelli..
Emotion Recogni..
Emotion Regulati..
Decision Making..
Prospect Theory..
Ambiguity Avers..

Problem Solving
Logical Reasoning
Abstract Reasoni..

Perception
Visual Perception
Auditory Percepti..

New dimensions create new connections.

Alignment

Turning on active alignment allows One to prompt-serve the user to actively learn more about them.

Find the others

A diffusion
of understanding
considers everybody.

Finding people and ideas which you resonate with emotionally, intellectually and vocationally by matching values on a network of multi-dimensional psychometric models provides a degree of coherence capable of bringing people together to create a real sense of belonging and social cohesion – geared toward constructive change.

On an individual level what this means is the facilitation of true human connection.

Find your nearest-neighbours

In understanding

Find people who have a similar perspective to you.

In experience

Find support with life events, trauma, and mental health.

In belief

Find others who share your outlook, interests or spirituality.

In ambition

Find collaborators for vocational, artistic or impact outcomes.

In world-view

Find a community of people who share your ideas of positive change for our planet.

Globalism

P +0.001
T +116

Consumerism

P +0.149
T +74

Secularism

P +0.006
T +10

Individualism

P +0.006
T +110

Nationalism

P +0.055
T +59

Utilitarianism

P +0.017
T +3

Environment..ism

P +0.090
T +19

Humanism

P +0.063
T +14

Feminism

P +0.067
T +67

Egalitarianism

P --0701
T -40

Consumerism

P +0.043
T +76

Alturism

P +0.001
T +17

Materialism

P +0.066
T +81

Multiculturalism

P +0.022
T +13

Capitalism

P +0.007
T +70

Socialism

P +0.035
T +20

Collectivism

P +0.087
T +43

Futurism

P +0.090
T +5

Social cohesion does change the world.

Focus on what's meaningful for you

Collective identity

Personal values and beliefs
Cultural and social influences
Personal experiences and memories
Relationships and connections
Personal interests and passions

Physical and biological factors
Personal growth and development
Shared and collective experiences
Social roles and responsibilities
Historical context

Shared values

Empathy and Compassion
Diversity
Integrity and Honesty
Cooperation and Collaboration

Responsibility and Accountability
Humility and Open-mindedness
Justice and Fairness
Environmental Stewardship

A sense of belonging

Shared values and goals
Open dialogue and communication
Celebrating diversity
Collaborative projects and initiatives

Accessible education and information
Inclusive decision-making
Strong social support systems

Resonance

AI agents can actively mediate introductions between people and toward constructive ideas which will maximally resonate with them.

Find your future

Our future is led by
what we can imagine
ourselves to be.

Having a sense of direction requires some idea of a destination or an ideal future state. The ideal future state of the planet is currently hidden within the seperate visions held within of all of us.

One aims to increase the potential for an ideal future by increasing our awareness of what we are capable of and by defining future states through our beliefs and ideologies using technology and mathematical psychology to increase not only social cohesion, but provide a literal and quantifiable vision of a positive future for humanity.

The virtualisation of virtue itself creates a foundation for us to envision the ideal state of our future collectively – beyond our current ability to understand or imagine as individuals.

"Increased celebration of self-expression"
"Greener, cleaner cities which reincorporate nature."
"Preservation of ecology"

Visualising conceptions of the future

How can we qualify and quantify a concept of the imagination? Creating a dimensional model of scaling characteristics which reference the deeper understanding of our own psychometric data allows for the comparative analysis and semantic visualisation (through generative video) of what may otherwise have been abstract conceptions insoluble to our collective understanding.

With a tangible, engaging format for visualising future states we can not only self-generate and contribute ideals and perspectives from within ourselves but we can adopt the fragments of perspectives of others which align with us and in doing so consolidate a shared dream for a spectacular sense of unified direction.

Characterise your ideal future, in data

Build a model of your own future

Contribute to a collective vision

An ever-evolving representation of our ideals

Vision

Conversational AI which uses generative imagery to aid in its communication of concepts.

Find your way

Realise opportunities
beyond your own
awareness.

If data can be thought of as a form of currency in the age of information, then in terms of the data we have on the true nature of ourselves as sentimental and ambitious human beings, we have only thus far been able to define ourselves with data in purely superficial dimensions, commercially. Business interests drive systems which loosely predict our buying habits and this analysis of human behaviour builds a commercial landscape which gives birth to new products, services and institutions which aim at intercepting the trajectory for our future selves with an alignment of virtues – leading to the transfer of value provided by meeting an expectation of customer needs with monetary value.

This is a fair motivator, however it is extremely low-fidelity in the fact that it is a process built mainly on assumptions determined by past behaviour and the further assumption that people know what they really want or have the appropriate motivation to want to understand themselves properly, outside the bounds of consumerist thinking or culturally-defined metrics which may not be truly providing personal growth or support to become all that they want to be. One is simply a framework for thinking about the directions we want to go in, in truth – and provides the capacity to be more deliberate about orienting ourselves and our thinking towards our individual goals.

In doing so we will inevitably uncover patterns in our collective ambition and be able to meet our future with a more informed and efficient process of transferring value toward our goals and between each other.

Resource allocation
toward future trajectories

Social Broadcasting

Almost all current social media platforms and advertising channels use data on what you are doing now or what you have done in the past to build a model of what you want.

Intention Broadcasting

Understanding intentions can better project support (either socially, from institutions, commercially or from other AI agents) toward your future-self to help you to meet your goals.

Assistance

Active-assistance through a goal-setting AI which aligns people, products, services and institutions.

One Device

Ideally a small, portable button (a standalone device with cellular connectivity, microphone and speaker for conversational AI) would be an affordable interface without the need for a computer or smartphone – this could provide the platform accessibility to reach every community around the world.

Complimentary Interface

User interface
for mobile and web

One will be available on all devices and platforms and will encourage spoken conversational interactions using natural language. The featured wireframe to the right is an indicative preview only and does not show the actual potential of its functionality.

Mission

Abstract

Questions of 'are we alone', 'who created us' or 'where are we heading' become somewhat meaningless if we are not able to answer the question, 'who are we?'

What the future should mean to us is the opportunity to become closer to who we really are; who we really want to be. We may not be able to unite in beliefs in religion or even in science, but we can understand ourselves and each other in our perspectives by the courage and process of being honest. There is one direction in which all space is open to us, and I believe that direction is within. If we travel within ourselves, without fear or compromise but in pursuit of truth and understanding, we can find the answer.

Mathematical models and neural networks are simply tools to help us find ourselves – and like the tool of language itself opened a door within us to express new abstractions of thinking such as humour, music and art – I believe we have the potential now to open a new door within us which lets in collective truth and will abstract our awareness from the paradigm of separateness to the peace we will find in surrendering fear of each other to understanding.

What does it mean to you to speak from the heart? To not be afraid of being misunderstood? What if this was the baseline for how we all communicated with each other?

What if we had the resources to feed and clothe every single person on the planet? The truth is, we absolutely do. 100 trillion dollars trades hands every day on planet earth – some people may see this as some insane level of productivity and in many respects this is what it does represent. Personally, I see this as a marker of what happens when you place a system which is intrinsically corruptible above all else – the result being several billion people working like there is no tomorrow towards a future where by the definition of an unsustainable economy and ecology, there will be no tomorrow. So it could be said that we are in fact racing towards our own demise at the willing pace of 100 trillion dollars per day.

But I am not so pessimistic; clarity is a gift which can enable change.

I think Daniel Schmachtenberger sums up our current condition in perfect clarity, saying “The global market is like a misaligned super-intelligence already.”

To move past this all-encompassing system we need to think outside of it; we need to think as one.

Imagine a 'diffusion of understanding' whereas you share perspectives and knowledge with your 'nearest-neigbors' in understanding and life experience, functionally creating a realistic opportunity for growth and true understanding across all levels of self and social awareness without the fear represented in a learning curve with whch we may not be individually comfortable.

Through the virtualisation of ourselves, we can begin to create a map of our future. We can find alignment by sharing our hopes and dreams and learning from each other. As we are already transitioning toward becoming a globally-cybernetic species through digital technology, we should start to consider the idea that such a transformation could actually be a wonderful thing.

Life is not and never was static, we can change it whenever we want – I hope that One becomes a technology which allows us to consider that fact; individually, rationally and effectively.

Promotion

One Story

Inner Worlds (2025)

Feature length documentary

We see diversity as ethnicity or gender, but what about the vast diversity within the human mind? The diversity within the depth of mental states of love, trauma, addiction, personality disorders, schizophrenia, homelessness, dissociation from identity, desperation, desire and death.

The Human Perspective (2025)

Documentary mini-series

Human perspectives reflect many sides of an inward-looking object – our desire for connection. What surrounds the object is a vast abyss of fear – that we will not be understood, or good enough. When we get closer to what is at our centre we may find that all we really need, is each other.

One Future (2025)

Feature length documentary

A visual journey through our collective imaginations as aided by generative video and the assimilation of data and sentiment. A projection of our conscious intentions and something tangible that we can think about – perhaps that we can feel about, and move towards.

Connect with me.

This is a concept I have developed aspirationaly for validation and collaboration with individuals and organisations who may find alignment with it.

Note that One's goals are not commercially-driven (the aim is not the accumulation of wealth for the sake of financial gain of the company) but instead seeks social impact outcomes. One's goals are a) to sustain positive social impact, and b) to continue the development of it's own capabilities.

I can talk endlessly on this topic so please connect with me if you have any questions or interest.

Oliver Rozynski
+61411 764 616 (Currently in Australia)
oliver@startsomething.io

Challenge Everything
startsomething.io