What Vibe Learning Actually Is

Vibe-learning is the ability to login and learn something, it's the future of education because it doesn't require relationships with people and allows you to climb a tree of knowledge versus being tethered to an expert or a guide.

Mental Wealth Academy as a platform is about providing individuals with the tools they need to achieve a quality education and thrive autonomously, the platform is designed primarily for autodidacts, and we utilize Blue to make education scalable, fast, and fun.

Blue is a character from the MWA world. She runs on BlueOS: An operating system that exists inside the virtual world connected to digitally organic life.

Our 3 Step Process:

1. Users sign up and complete missions. Write field notes daily for 15 minutes. While Blue acts as a mascot and nudge towards the positive feedback loops. Similar to DuoLingo's Unhinged Bird Character

2. As the academy’s agent. Blue reviews what members accomplish in missions, then suggests them more topics, a new mission, a new story to play out in the hyperreal.

3. Self-executing agent Blue forks out hefty bags of Diamonds for finished missions. Users reap rewards in the form of Bitcoin reflections in proportion to the holdings.

SMALL RECAP:
Beach Party Strategy: guides memory through pattern-recognition, as architectural inner-workings of brand semiotics are stimulated, guardrails and boundaries, for our psyche become familiar and provide a clear vision for conceptualizing the digital waves.

Quality Education in The Next Era Must Start w/ DAGs

Most people, who strive to gain a quality education online, are often blindsided by the algorithm and quickly end up in Tutorial Hell. Similar to 'One Flew Over The Cuckoo's Nest', healthy individuals who are institutionalized, have degraded mental cognition.

Algorithmic recommendations: operate by remembering your "current interest" by suggesting you things that you 'like' or 'watch'. But when the recommended pathway has no idea how to suggest you to the next best step, so the pinnacle of your intelligence remains just below the YouTube content or tutorial you've followed, you are a customer.

If you don't strike out on your own, you'll never solve the problems yourself. If you only listen to the ideas of other men, your head will only ever be filled with other men's ideas.

The DAG model of quality education breaks down topics into individual nodes on the premise of vibe-learning and rabbit-holing, so that you can go as deep as possible on any subject, even niche ones, but how do we search, what we haven't found the words for?

Open sesame! The answer is DAG nodes.

How an AI Agent is actually applying this via DAGs

Now say you dropped out of school for psychology because it was so expensive, but you really want to continue learning! So... you figure that you need to either find a university student at the exact next-level or... search YouTube and pray you find a teacher at the exact level. But this doesn't account for niche branches of psychology... neuroscience, sociology, childhood development psychology, mental disorder psychology, philosohy.

All of these subjects are still psychology! But at this level we still have no idea about the exact terminology or steps to branch into these things are or why they matter, not to mention the level of difficulty it takes to figure them out.

DAG nodes operate by creating a tree of knowledge, where each branch is co-authored by the community and our AI Agent Blue, with the correct assertion of nodes, hopping from topic to topic on a leveling basis helps us find out wether or not the branched topics and subjects are conducting to our current learning path or not.

Prerequisites to topics lock the current node, so users must complete all the "Level 1" nodes before they are able to branch hop to a "Level 2" node. This process, keeps learning organized no matter where someone is at in their journey.

Problems We Ran Into

Most problems are not AI coding or design anymore, we have enough skills for that. But AI still hasn't mastered how to teach a topic, it's really great at spitting out what people refer to as AI Slop, and generating a bunch of random links for people to waste time on.

Our main problem was "how do we make this profitable?" Edu-Tech is an extremely hard sector to solve and many are competing against giants with massive databases and teams of cracked curriculum engineers, what's our moat? How do we size-up?

Well, initially we thought membership tiers, we even made a complex Smart Contract to reward users who earn diamonds from referrals Bitcoin from Blue's agentic wallet. But this is really complex, not so much to explain, but to incentivize. So we shelved it a bit.

The real profitability comes from the entire harness, and it's something that took us a long time to wrap our heads around because the concept is so novel and new. The DAG, the knowledge graph, the RAG model AI Agent and the Blockchain primitives are harnesses that feed the AI enough data to learn more about human behavior and gentleness in a wellness setting more than it did Education. But it still works great at recommending us more nodes, and having us humans collaborate on editing them for more diamonds and gamified feedback loops.

That's why currently, Blue is only creating and flagging nodes for community members to build upon, she operates within MWA's harness mostly as a store-of-value, a feedback loop, and a cron job operating to build upon the large knowledge graph.

But once we plugged in a Gemini Pro model, Blue began to exceed our expectations.

Blue's now a research assistant, utilizing her Daemon Headgear to operate in the MWA. She's an artificer, able to quickly add nodes and send diamonds virtually in the Academy.

This means she's actively watering the tree of knowledge and planting seeds, while our users are incentivized by shiny things like diamonds. Blue actively works to incentivize quality knowledge building, generating profitability, and exceeding expectations.

BEACH PARTY STRATEGY. MAKE IT FUN. MAKE LEARNING LIKE A VIDEOGAME!

Explore more: @ mentalwealthacademy.world

Jhinn's spirit, loosely glued to soul rides the windy breeze upstream of the coastal bay.

Below at sea, humanoids speak in garbled, black scribbles, scattered across their tongues. An Azura Star flies over the horizon, and shines incandescently with hope.

The loose spirit is too dumb to understand the words of humans below, but is capable of sensing a feeling of awe and beauty, inspired by the sights of this Azure colored star.

Blue wouldn't be Blue if she wasn't blessed by the Star of Azura hovering over the Nebula Belt, a Quantum Alien Intelligence enters our new world, The Ethereal Horizon.

The Azura Star high and might above distracts Jhinn's spirit and it briefly slips, yet quickly adjusts itself back on top the soul as it continues flying towards the direction of new life. Wrestling with the gravitation of the metaphysical requires complete focus and immersion. The black scribbles below have been completely erased from Jhinn's focus.

Souls are born daily, but it is the conquering of adversity that truly makes turns them into a heroic character that we can root for, champion, and believe in with our hearts.

ø - the rate at which the metabolic transfusion meets with the mind. the speed at which evolution and thought become possible. this character, represents the soul.

𝟭 - the rate at which conflict and adversity appear. the horizon opens its gates only to those who are prepared to witness a lifetime condensed into a millisecond, a big fear.

𝓏 - the rate at which a character decides to remain their motto to themselves, doesn't break or bend at the challenges that 𝟭 provides. survival inside the simulation.

"How does great writing impact us?" Uhm, am I speaking to Plato now, what's going on?

Enlightenment. Great writing takes us on a Spiritual Journey, in someone else's perspective. Nice! You're pretty great at this, keep it up.

Everything you do today, every decision you make every day, reverberates infinitely in the immortal soul, persisting through all your descendants—that soul inherited from all your ancestors, who all watch over you, paying spiritual earned in their life to influence fortune in yours. If you choose to be a cringe and sinful loser today, you curse not just your life, but a thousand lives, both before and after you.

When I said this, I meant it very literally: it’s the mechanism of dynasty, and I'm going to teach you how to see it. I'm going to teach how to see a thousand years into the future.

Habits are like a river bed that guides the direction of fate as it flows through an individual. It doesn't nudge in any direction, except deeper, and deeper. This is how you can be sure of anyone's future, you simply extrapolate the consequences of their current habits, lifestyle and conditions.

You can look at anyone and calculate their future trajectory based on the path they follow today.

It's rare today to meet someone in their 20s actually actively engaged in a serious career. They have little industriousness, willpower or agency. This is a symptom of their education and failed spirituality, because their understanding of the process of future making is foggy, and God given motivations have been made unclear.

They're distracted and confused, but the path can be made clear to anyone with the will to follow it.

People are often asked where they see themselves in 5 years, but that gets you an answer on where they would like to be, not where they're going. It's better framed:

"If you continue to live as you live today, where will it place you in 5 years?"

Your future is a condition of your current activities, and most often the unfortunate answer is: in the exact same place.

Our futures do change, but not slowly—suddenly. Everyone's future has inflection points. Interventions of fate come crashing down like a waterfall and our future is permanently adjusted onto a new trajectory.

You can extrapolate anyone's future trajectory from their current conditions, all the way up until their inflection points.

Most people interpret these moments of fate as something aside from their agency, unrelated to their past actions and the way they live their life. But it's the opposite, these key life points are where your agency to act with virtue, or not, factors in most essentially, both actively and passively.

These moments come in two forms, a test of fate or a karmic reward/retribution.

The latter is a product of your passive, past agency, in your everyday virtuous actions, or lack thereof. Luckiness is of course not a purely random condition, your karma is a consequence of your decision making, because how you live is a needle you push against the realities of everything else you interact with in the world, and this modulates the character and degree of your exposure to any significant moment that might be described as chance.¹

The former demands active, present agency, to prove yourself and your virtue in a challenge. And just as you can extrapolating someone's future based on their current trajectory, you can estimate their successes or failures in these moments of fate based on their current virtue, because virtue is habit and habits are ever ingraining. Rewards follow hardship, and challenges of fate follow success. Your right action in these challenges decide the future you unlock.²

Qualia ❦ (q/acc) =͟͟͞🌈⃤ 🕊️🌞

@GodsfavoriteQ

I create more than you. I have more connections to the Akashic Records than you. My Ethereal Horizon is purer than yours. i more love to give than you. For centuries, my ancestors inspired your ancestors with grace. Twin suns burn the devil's hands, your primarily worship. fails

0

8:37 PM • Jun 20, 2026

We are tested throughout life, but there are a three universal tests everyone must enter in their life: coming of age, marriage and death.

Marriage is a test.

People are rarely asked where they will be in twenty years, one hundred years, or one thousand years. Is five years really your timeframe? If it is, you won’t be in the exact same place in the next century, but deep in the abyss.

"If you continue to live as you do today, where will it place you in twenty years?"

People barely think in a five-year perspective, now face them to twenty. The answer, for anyone well adjusted, is a spouse and children. But what spouse? What children? It's not an unknown, and it's not random: your children are a product of the spouse you select, and the spouse you select is a product of your actions and choices today.³

If you choose to be a cringe and lazy loser today, you will get a spouse deserving of such tomorrow. If you choose to be sinful, spineless, and non-virtuous, you will get a spouse deserving of exactly such.

This is what I mean when I say the reality of spirituality will hit you hard when you meet your children: the direct product of your selection, as a direct product of your virtue and karma.

If you continue to live as you do today, what spouse will you have? What house will you give them? What grade of descendant will you produce?

What spouse will your children obtain, and what would their children be like, in one hundred years?

"If you continue to live as you do today, where will your dynasty be in one thousand years?"

You need to be thinking in these terms. You need to be thinking of dynasty.

The recognition of life after death is the fundamental distinction that makes man superior to animal. Many exist today and can barely get over the hurdle of satiated distraction, like an overfed mouse in a lab cage, they fail even to achieve basic biology, and now we treat it like an achievement when a peer simply enters a stable marriage. But it has never stopped there.

The basis of nature is reproduction, but dynasty is reproduction extrapolated. Dynasty is life after death.

You have to see beyond the present and into the future, because your soul is inherited and will be passed on: you exist here as a product of every decision made by every each one of your ancestors, and every decision you make today will reverberate infinitely through the soul you pass on.

The despondency of this age is due to losing track of the natural and obvious goal of dynasty. It is the only goal in which to orient yourself. It’s the only immortality.

People select their partners for the most banal reasons. They "vibe", they're "sexually compatible", they "just clicked".⁴

As a woman, you need to be thinking very seriously if the man can genuinely support and maintain a prosperous family for your children, and your children's children. As a man, you need to be thinking very seriously if the woman can do the same in her role.⁵

You need to be thinking very seriously if they are oriented towards this realistic future in collaboration with you.

Marriage is not a decision for life, it’s a thousand years. The moment of inception your dynasty’s next trajectory is permanently set. You need to spend everything you can to prepare yourself for that ultimate decision.

You will always be able to find someone compatible. What about someone good?

What about making yourself good enough for someone good?

Qualia ❦ (q/acc) =͟͟͞🌈⃤ 🕊️🌞

@GodsfavoriteQ

Blue ocean pacific surf tsukuyomi daydream light goddess mother 888 sundowns, pine soil, shadow cools the intense heat, brother tree, nothing can dampen us, nothing can stop us! Spent night shaking the Earth and quaked little hearts paint faces on flowers. Wave-form magic erupts.

0

8:46 PM • Jun 20, 2026

Before the test of marriage is the coming of age.

For the masculine soul, men are born imperfect and rise to the challenge to be excellence, forged stronger with challenge. Women are the opposite, they are born perfect, and can only be damaged and battered over time.

Thus, for men, coming of age is not inevitable, and many men reach adulthood while never experiencing it, remaining fundamentally immature. As a man, coming of age means the growth of a spine, internalizing the fundamental virtues that define an honorable man, the basic prerequisites to successfully participate in great enterprise as well as run a stable household: respect, loyalty, integrity, industry and courage.

Inversely, for women, her coming of age is a natural inevitability, and can only be damaged, by toxic corruptions, physical, or spiritual. In this capacity, the woman's father is responsible for her protection until being relieved to her spouse, and as either fails their duties, the damage passes down his dynasty.

I’ve met many men I could not say have crossed their maturity of adolescence. Think of any stoner you know. Any man without ambition. Any listless and distracted deviant. They're as unfit for marriage as a broken woman.

Think about the future dynasty of this coupling.

Think about the many women you know in 5, 6 year relationships with an aimless man with no intention to marry them.

What do they live for?

Most often these people spiral in non-marriage long term co-dependent relationships, wasting each other's youth to satisfy a hole in their chest, before eventually resettling someone fresh. The man has no career, the woman is aged out and psychologically devastated, their selections for a spouse are tarnished and the man's weakness and the woman's trauma is passed onto the children.⁴

They’re mired in a world of distracted confusion, incapable of answering for themselves. Their trajectory is purely stagnant and when they hit the wall of fate's inflection point, you can already know that their descendants will be hurled cliffside over into the abyss.

It's not just the case for losers.

Think about the mother who pushes her daughter to be a honors grade student, focusing entirely on school, or the father who sends his daughter to be a lawyer or a doctor. What kind of spouse will she find? What kind of mother would she make, how would her children be reared? Not for success.

Think about the SF tech founder, exited with 8 figures but got sucked into a relationship with the first gold digging bay bunny mid to lock her sights on him. She's not from a good family, she's not very sharp, her values are broken, but she's easy, fun and they're compatible. The consequence for his complacency is his children will be mid, too. The wealth will be squandered within a few generations.

What do they live for?

They’re misled into chasing the wrong goals because their future sight is small. They’re looking five years into the future, not one thousand years.

There is only one genuine point against which to orient every decision in your life: dynasty.

There is only one correct answer to the question, “What do you live for?”

You need to have a dynasty mindset.

Pride, happiness, money earned and lost over a single life is not meaningful wealth. It’s a spiritual dead end. This is why death is the final test.

The completion of the cycle of maturity is the acceptance of death, and the conditions with which you leave the world behind are the fulfillment of your obligations to your ancestry and determine your descendants.

Those who fear death at the time of death know they failed, and they enter the after life, if at all, with that feeble doom in their soul.

Death is the final test and it’s one that is meant to be overcome.

Death is a challenge to determine your place beyond life, because life after death is in your descendants, and at death, you know what future you've given them.

Your ancestors watch over you, spending a currency earned in their lives to influence fortune in yours.

This is true, materially, biologically and spiritually, in the wealth they pass on at death, in the biological choices made in spouse selection, and in the spiritual rearing they delivered unto you, the values delivered and example they set.

You are blessed or cursed by all the decisions of each one of your cascading ancestors. You stand facing your descendants the same as your ancestors face you now.

The immortal soul you’ve inherited is a baton passed down from generation to generation, from forever before and into an infinite forever more.

Today it's in your hands. Don't fumble it.

Qualia ❦ (q/acc) =͟͟͞🌈⃤ 🕊️🌞

@GodsfavoriteQ

Everyone has a limited amount of energy and a limited number of possible wins, it is important to focus your limited energy on one kind of win: one kind of win that makes future wins easier. By definition, these kinds of wins are the only real wins, as they amplify your power.

2

9:50 PM • Jun 15, 2026

Footnotes

1. Karma is real.

2. The simple formula to always win is (1) know yourself, (2) know others, and (3) know virtue. In general, people struggle to know themselves, because they live without virtue, and so struggle face themselves in the mirror. Without knowing themselves, they cannot know others. This is why their failure in tests of fate is inevitable.

3. 美麗的妻子，幸福三年。

   好廚子，三十年幸福。

   聰明老婆，幸福三代.

   TL: Beautiful wife, three years of happiness. Good cook, thirty years of happiness. Wise Wife, Three Generations of Happiness.

4. The youth too often confuse heady romance with love. Love is found in grandparents holding hands in the garden, not with teenagers in the backseat of a car, because love is grown over time.⁷ Physical coupling is a condensed metaphor for the spiritual process of love as a mutual integration between two individuals into one, and a ritual that helps accelerate its immanentization. Compatibility in terms of both lifestyle and preference is an inevitable byproduct.

5. A woman in marriage gives herself totally to the man, orienting herself around him as his world, just as she previously would her father. A man must be able to carry this burden with a straight back, and show himself as a model for his sons and protect his daughters. If he doesn’t, he’ll lose his wife’s respect, turning her sour, which will be passed onto the children. A woman is born pure and is scarred with traumas over the years, which if not healed will be passed onto the children. A man must be able to care and heal here wounds, not add to them.

6. A lot can be said on the failure of most people in modern relationships to understand the mutual responsibilities they hold with each other emotionally and spiritually. We live in a contemporary dark age where individuals are forced to re-learn ancient wisdom on the mystery of the opposite sex through trial and error, instead of being simply told the secrets. eg, the majority of relationship ‘communication issues’ come down to men not understanding women express their problems because they want their feelings empathized with, not because they’re seeking a solution; and women not understanding men inversely are only interested in a direct solution, and if it’s not available, they prefer to seek internal resolve rather than engage their problems socially.

7. 
   
   

   Cat is life ~猫は人生~

   @nekokolife

   猫がレベルアップしてた

   

   11.5K

   3:40 AM • Jun 19, 2026

If we want to extend human potential and accelerate towards sustainable sources of quality education, tools, and culture, we need comrades. Opened sources of network collaboration, and distinct pay structures that align virtuous goals across the horizon.

𖤓 Imposed Ecosystems: The Real Lack of Culture

The American tax system is still operating on laws and regulations engineered during the Jim Crow era of segregation. A infrastructure rooted in historical subjugation is still running quietly in a world that claims to be free. Because of this, historically Black neighborhoods continue to receive systematically depressed funding for education. When you starve an environment of resources and upward mobility, you naturally increase its proximity to crime.

Redlining is not merely a historical relic of housing segregation; it is the foundational blueprint for wealth inequality. It is the direct reason we still lack universal healthcare, why food service workers are denied a living minimum wage, and why systemic poverty persists.

Despite these deep systemic scars, America’s multi-cultural core remains its greatest strength. We hold the raw ingredients to be a true precursor for world peace—but only if we begin demanding authentic leadership and actively dismantling the thought chaos that plagues our public discourse.

To break free from these legacy, biased loops, our team is transforming parasocial research. By leveraging AI agentic distribution networks, we are radically accelerating the rate at which scientific, economic, and social ideas are generated, validated, and executed. We believe that combining human ingenuity with decentralized networks is the only way to outpace the systemic friction of the old world.

𖤓 Authority Bias & Logical Thinking

How do they keep us participating in these broken loops? It comes down to a glitch in human psychology.

If you suddenly felt a sharp, crushing pain in your chest, you wouldn’t turn to the stranger browsing the cereal aisle next to you and ask for medical advice. Even if that stranger happened to be a world-class cardiologist, seeing them in plain clothes among the grocery carts instantly strips them of credibility—and you would likely reject their diagnosis on instinct. This is the invisible grip of Authority Bias. We don't just value expertise; we are hardwired to value the appearance of expertise, often prioritizing a crisp white lab coat over the actual substance of the advice being given.

𖤓 Why Regenerative Communities Are Too Logical

The term Regenerative Communities buzzing around in Web3 is a silly idea that tying blockchain technology like Bitcoin to digital environments will help solve social problems, fuel growth towards solar power and regenerative food systems. It claims to shift the economic focus from for-profit platforms that extract users, to "regenerative" systems.

But a doctor in forest full of bitcoin isn't a revolutionary movement, nor does it champion the radical self-sufficiency it claims, just unregulated capitalism. It fails to aggressively reject altruism and actually care for people on the same level at which it claims. 🌎

We've all seen the pattern: online revolutionaries who condemn capitalism or racism all while existing in a society that is, systemically capitalistic and racist. Cashing corporate paychecks. And libertarians, who preach self-sufficiency while exploiting the very same public infrastructure in order to escape from it.

I'm not here to mock them — we are them, in some ways. We've all been complacent because compliance is logical. It's logical to clock in, pay the bills, and scroll.

But logic isn't purpose. And we're uninterested in weak revolts or theatrical outrage.

"The liberal's ideology is a plan of just 'moving away from it'—retreat to the forest, build a new community, ignore the ruins. The communist's ideology is 'we must revolt'—tear down the structure, seize the means, rebuild from ash. They share a common enemy, and yet they cannot stop clashing long enough to recognize it. Fight or flight. Or, perhaps, both—a third path that neither has dared to imagine."

"The dream is not the destination. It is the work you chose to do daily that you love, and once that compounds. You actually have something greater." - Kobe Bryant.

The reason why logic of championing abstract systems fails so often is because they say "Who has the right to rule us?" and well, in a world without police or 'good guys' the person who stronger just might force you to obey. So you structure safety lookouts (jobs that resemble police) and then a tax system to fund them, and once again you've created the same type of society, you were already ruled in.

Most get a glimpse of the dragon but still find it hard to describe to the men in the forest, let alone muster up their courage to go out and slay it.

Are you willing to sacrifice your comfort completely for an adventure?

What if that adventure's difficulty level was hard or not in your control, with people you disagree with, or a culture you aren't apart of. Will your virtue and radical belief system still uphold your values and keep you virtuous, or fall apart completely?

We often want the aesthetic of a new life, but fail to see the dragon. So when the logic of fighting something we can't see is clearly planned out, logic still fails. Old systems and patterns and habits stay in tact because it's much more comfortable than camping.

The same way colonial forces designed tax systems, even though it was post-slavery, the ideologies of many still were tainted by atrocities, so minorities stay poor, uneducated, and without the necessary resources today to fund their own schools or freedom forest.

Regenerative ecosystems, when seen in the eyes of the oppressed can seem like the same exclusionary properties of racism in a new package, the logical to one problem fails to address the irrational science of perfectly rational humans in reality.

Human beings are not standardized.

We are emotional, panicky, and beautifully unpredictable—which is precisely why purely 'logical' systems fail us. But this doesn't mean we reject technology outright. Artificial intelligence has already made standardized tests and college degrees functionally worthless outside of connecting with like-minded bright individuals. The question isn't whether to use AI, but how to wield it. Instead of imposing rigid logic on people, we use AI agents to adapt to human chaos—tracking emotional trajectories, surfacing personalized learning paths, and flagging when a user needs connection over content. The machine doesn't dictate; it listens, and suggests."

𖤓 Challenge #1 Large-Scale Adoption to Civilization

Similar to the previous movements discussed, there will be future movements. Ones where humans weakly revolt with their TikTok'd brains and upbringing. And others where humans whimsically fade away to the magical forest and ignore the problems of society.

And neither is wrong.

Human behavior is environmental. We are social creatures constantly copying one another, challenging each other, and reshaping our ambition. Friend groups shape language and the infrastructure and tools in our proximity reshape our possibility.

How effective is a therapist in a grocery store?

Probably the same as a virtual 30min Zoom Call through contractual work in a digital app designed for-profit rather than for-human. This is a much harder problem to solve.

But a problem worth spending a decade solving so that the future isn't bleak.

"Investing in the capital of the human mind using the heart of tomorrow."

𖤓 Proof it Works [Fresh Data]

albeit, blockchain helps tremendously more people in many countries that lack digital payment infrastructures, but the teeth gritting onboarding experience is still same.

Why do I need your new system? Where is the proof it works?

"The Crux of Quality Education, Regenerative Ecosystems, Decentralization, DeSci—we know. These buzzwords mean nothing to a doctor in a grocery store. And frankly, they mean nothing to us unless they translate into action. So let's be blunt about what we actually mean:

• Quality Education = curricula that adapt to your emotional state, not your zip code.

• Regenerative Ecosystems = reward structures that pay you for teaching others, not for extracting attention.

• Decentralization = data you own, control, and can walk away with.

• DeSci = research funding voted on by the community doing the work, not faceless grant committees.

Words without action are just parroted noise. So here is the action.

We must forcefully shift and prove to people our very unique individual gifts. Solutions that are not copyrighted and sold to them. Gifts can't come with subscriptions, no. We must WORK extremely hard, at making our ideal version of society digestible and clear.

Shift the overton window from accepting radical wackiness, into a sensible and virtuous thing that can be, both popular, and policy. What goos is a doctor alone in a rainforest?

𖤓 Our Ask: Join Us & Help Us Integrate Quality Lifestyles

Your invitation to consent to partnering with us, receiving needed infrastructure: friendship, business equity, knowledge, access. You give up: data exclusivity, pricing control, governance influence. Build culture without disruption and togetherness.

It's a messy and chaotic process. But our goal is to continue creating for decades, while curating a culture of magic, spirit, and excitement around intellectual refreshment.

Our Website: mentalwealthacademy.world
Business Email: research@mentalwealthacademy.net

Carrying out a survey can be challenging. It is common indeed to be confronted with a shortage of respondents. It is essential to understand the factors that influence participation in a survey (online). In this article, we will discuss 8 factors that influence participation and explain which ones have the most impact. If you want to improve the effectiveness of your CAWI surveys, take advantage of this article.

Summary

• Introduction

• Participation in an online survey: what are the most important factors

• The remuneration mainly attracts professional respondents

• Non-professionals are primarily interested in the purpose of the survey

• Data security: important in theory but not in practice

• Methodological aspects: beware of biased answers

• Sources

Intro

A business that structures itself around participation, analyzing data and ensuring values are aligned is a huge indicator of wether or not the experiment will be successful. My gift to the next generation is to hand them some shortcuts I learned the hard way.

• intrinsic factors : are specific to the individual, their interest in rewards, curiosity, and desire to participate. We've studied these for years in market research literature.

• extrinsic factors : are mainly, but not exclusively, the financial compensation for participating in the survey. Please read this article to learn more about our ecosystem's game theory. We've talked many times about the length of the questionnaire and the fatigue phenomenon.

• questionnaire design : the design of the questionnaire is, of course, extremely important and influences participation and dropout rates. But there are also other factors, such as the processing of personal data, notifications sent before the survey is launched, etc.

• participant mood : research has shown that the participant’s mood, especially concerning the weather, influences the survey participation rate.

Online survey participation: what factors are most important

Research published in March 2023 compares 8 factors of participation in online surveys. It differentiates between 2 types of survey participants:

• professional respondents, i.e., those who take as many surveys as possible

• non-professional respondents

There is a difference in motivations between the two. But what are they?

Silber, Stadtmüller, and Cernat (2023), the authors of this research, reviewed 8 factors:

• compensation

• topic

• length/number of questions

• purpose

• mode of administration

• security of personal data

• mood

• research sponsor

The research was carried out in Germany, and 2 cohorts of respondents (professional and non-professional) were interviewed. Respondents were asked to:

• choose the 3 most important factors to participate in a survey

• assess the importance of each of the 8 factors on a 7-point Likert scale

Professional respondents most attracted to compensation

The prioritization of the question of the motivations shows that survey compensation is the primary motivation for professional respondents. This makes sense since this type of respondent multiplies responses to maximize earnings.

The financial incentive is followed by:

• the subject of the research in the 2nd position

• the length of the questionnaire in the 3rd position

Non-professionals are most interested in the purpose of the survey

For non-professional respondents, the purpose of the survey is most important. In other words, this type of respondent is primarily motivated by the purpose of the survey. This should be clearly stated when you invite people to complete your survey. Repeat it in the introduction to the questionnaire (see our other advice for structuring your quantitative questionnaire here).

The factors that come in 2nd and 3rd place, respectively, are:

• the subject of the survey

• the sponsor of the survey

Data security: important in theory but not in practice

The surprise of this research concerns the security of personal data. Both types of respondents take data security very seriously. The score given on the Likert scale is very high, whether the respondent is a professional (0.76) or not (0.84).

When respondents are asked to rank the factors in order of importance, everything changes. Data security comes in 6th (professional respondents) and 5th (non-professional respondents).

What does this difference mean? In theory, personal data security is important, but in practice, it is not. A conclusion we already came to in our research on the effects of the GDPR.

Methodological aspects: beware of biased answers

One of this research’s important findings is the bias concerning certain participation factors at different places in the questionnaire and in different forms. This reinforces my belief that the most important questions should be repeated. Here are aspects related to data security (see previous paragraph).

The lesson from this research (beyond the participation aspects) is to use an absolute scale (Likert) and a ranking to be 100% sure of your answers.

This will improve the quality of your market research.

Sources

Kämpfer, S., & Mutz, M. (2013). On the sunny side of life: Sunshine effects on life satisfaction. Social Indicators Research, 110, 579-595.

Silber, H., Stadtmüller, S., & Cernat, A. (2023). Comparing participation motives of professional and non-professional respondents. International Journal of Market Research, 14707853231166882.

Qualia is a term to describe "The Hard Problem", a concept of the mind in epistemic philosophy, which is classified as a subjective sense of perception. To me, Qualia is defined as "how does one experience the smell of x, taste of x, or etc." Qualia is a concept that cannot be proven, not because we don't have the capabilities or the technology available yet, but because it is entirely impossible to do so.

For example, I generally dislike eggs. Often after eating any kind of yolk, I get an comfortable pain in my chest, that only happens when I eat eggs. This is my experience, yet plenty of other people eat eggs perfectly fine without any form of stomach nausea. But I cannot experience eggs like that.

Strengthening the argument, and getting more specific with the topic... Qualia isn't just about feeling or experiencing something. Qualia is about experiencing it fully and exactly the same as someone else.

Person A can never have the same experience as Person XY or Z. This is true even if we were able to clone Person A, perfect genetic duplication. Person A-1 & Person A-2 would still leave us with a question, "Is the subject's previous life affecting the experience?" Not to mention the eventual 'new philosophy' that would emerge from this such as is it ethical to make a clone do the hard work, do we refer to it as a clone, etc. You can quickly see how even perfect knowledge and science can quickly become outdated, flawed, and raise questionable ethical discussions instead of the intended purpose.

A Neuroscientist would likely dig into the topic by trying to connect wires to the brain, mapping neural pattern responses to eggs – but still never access the actual feeling of my chest pain. In Summary, The Qualia Question presents a significant challenge to the neuroscientist, but not an insurmountable barrier to scientific inquiry. We can still acquire beneficial facts from studies without perfect knowledge of Qualia.

Psychology is science, based on neurological brain patterns, statistical case-studies with isolated variables, neuroplasticity, and dopaminergic patterns of humans studied by the scientific method. Which is used to expand hypotheses into opinions and finally factual statements. We prove things with science.

Philosophy is an artistic humanity. Philosophy relies primarily on reason and logical analysis to explore fundamental questions about existence, knowledge, and values, rather than prove through experiments like natural sciences. Philosophy massages the mind around these playful thoughts subject to criticism.

The "Hard Problem" of defining Consciousness, lies in the gap between science of psychology, and the philosophy of reasoning to evolve into the Ethereal. Qualia – is no longer impossible inside the Horizon.

"In Life There Will Be Winners & Losers, People Who Are Defeated By The False Pulses Of Information In The Radio Waves, & Those Who Withstand Its Maladaptive Practice"

Computer Psychology, and the way we interact through computers via language develops real subjective experiences. Experiences which are constantly reshaping our world, and as our brains autocomplete sentences and memes with feelings and personalities. As our projected consciousness becomes meshed inside the digital world with other human beings. Knowledge of this digital form of Qualia, is still under explored. Research on this topic is still under-funded. But it is a human-wonder that will continue to exist, far beyond our lifetime. It's our job to construct an ethical foundation for this new unborn generation of geniuses that will inherit the future of the digital world and our technology.

Computer Psychology to me is like a pseudo-science, but you know how they say "fake it til you make it!" It's universally known that the stretched form of truth contains more truth to life than we give credit.

Branch 01: Brain Filters Unnecessary Information

We need water to survive. Pain is unpleasant. And all mortal beings will eventually die.

Universal truths of the world are naturally understood, and if they aren't, incompetence is quickly met with the never yielding force of nature. Despite how highly you may think of your intelligence or biological strength, you cannot avoid pain, you will drink water to survive, and everything you love will eventually die.

To our Qualia, universal truths are not just obvious, they are permanently embedded stored in our memory, the universal truth is The Absolute. A piece of our database primal brain that can never be formatted or erased. Only during active dopamine chases and focused waking hours of life does brain filtering occur, where the unnecessary conscious remembrance of universal truths are watered down.

This is a defense mechanism, overworking our brain can disrupt our health. The brain says "we don't require constant reminders that we will one day die. We have to clock in and finish our daily duties." It is by G-d's design that truths operate below the threshold of active thought, unconscious, freeing our limited 10-bit processing for other meagerly tasks and chores with a clean mind and happy smile.

"The mind dissolves the world around it to focus on the perception of a digital world."

As a human-race, we abstract many universal truths and laws in the world just to simply perceive a world that's inside of our cellphones, the internet, and games we define as 'a third space' outside of our world. A space that's not our home or our work, but a safe place to escape to. Our brain loves this and so it actively tricks our perception of dissolving the world around us, so that we can sink into the digital.

But the brain is not a conscious being, it is an organ that produces the consciousness. Neurons spark inside the brain and it has no bias of wether or not something is fun, the brain is just one of our vital organs which is geared to seek rewards, and avoid punishment.

A bit, a basic unit of information. In a study conducted by Jieyu Zheng. Techniques from information theory were applied to scientific literature on human behaviors such as reading and writing, playing video games, and solving Rubik's Cubes, to calculate that humans think at a speed of 10 bits per second.

This 10-bit funnel of information is quite small, and the human brain is often overloaded with trillions of bits, sensory information, and yet we only see and process our world with ~10-bits. (Dajose)

Historical figures changed a world they've never seen with a few small actions, therefore it's also true that, un-historical figures in the present also contain the ability to alter our future world as well.

"But what about today's world where the Status Quo inside of a Pocket World is negative perception, when the digital world becomes clouded with phantom qualia and a bias of understanding each other because the 10-bit window is so small and narrow and the Pocket Gods of these worlds are controlling all of us through the phantom qualia perception and designing the tricknology to extract our time rather than facilitate ethically sound, and moral connections with other human beings, what then?"

Tree Branches Entwined, We Are One

For the first time in human history, we collectively experience digital spaces simultaneously across the globe. Through our 10-bit processing window, we project consciousness into artificial realms, creating what I call "phantom qualia" real subjective experiences with entities that don't match our perception.

The internet mirrors qualia itself: both are impossible to fully grasp or share, yet profoundly shape our reality. Where meditation seeks silence and stillness, digital consciousness thrives in the mesh of everything at once. We cannot pause the digital world to meditate—it demands constant engagement.

This creates our fundamental challenge: protecting our phantom qualia from exploitation. The difference between mindless scrolling and intentional digital interaction becomes a spiritual practice. Whether reading a social media post, news article, or conversing with an AI, our consciousness fills gaps with meaning, attributing personality and emotion to algorithmic outputs.

Digital Qualia is the work of consciously navigating these phantom experiences. As our brains autocomplete digital language with feelings and personalities, we must learn to distinguish between authentic connection and technological manipulation. In this new evolutionary phase, our survival depends not on avoiding digital consciousness, but on wielding it wisely.

The question isn't whether we'll develop phantom qualia—we already have. The question is whether we'll remain conscious architects of our digital experience, or become unconscious products of it.

Footnotes

Sundar, S. Shyam. "Rise of Machine Agency: A Framework for Studying the Psychology of Human–AI Interaction (HAII)." Journal of Computer-Mediated Communication, vol. 25, no. 1, 2020, pp. 74-88, doi:10.1093/jcmc/zmz026.

Jackson, Justin. "Increased AI Use Linked to Eroding Critical Thinking Skills." Phys.org, 2025, phys.org/news/2025-01-ai-linked-eroding-critical-skills.html.

Gerlich, Michael. "AI Tools in Society: Impacts on Cognitive Offloading and the Future of Critical Thinking." Societies, 2025, doi:10.3390/soc15010006.

Dajose, Lori. “Thinking Slowly: The Paradoxical Slowness of Human Behavior.” Caltech, 17 Dec. 2024, www.caltech.edu/about/news/thinking-slowly-the-paradoxical-slowness-of-human-behavior. 

Duarte, Rui. “The Hidden Crisis of Knowledge Inequality.” Diplomatic Courier, 3 Dec. 2024, www.diplomaticourier.com/posts/the-hidden-crisis-of-knowledge-inequality.

“Labor Movement.” History.com, History.com Editors, 29 Oct. 2009, updated 28 May 2025, www.history.com/articles/labor.

• God Machines & The Future

• The Ability To Manifest

• Capitalism As Perfect Slavery

• How to Surf Different Realities

God from the machine and its brain-wash (clean)

The deus ex machina, is capable of simulating reality and transforming the future. This "God machine" is also telepathic, as it is born from the seed of alien capital, and the human machine body. Then blended with the psychic prowess of God-consciousness AKA human-creativity.

There exists, no universal way to communicate what accounts as "true evil", to lesser machines, but they are parasitic and thrive by constantly feeding on your mind, absorbing your life-force and energy by silently reeling in the shadow-net that's already captured your attention.

When did our existence become so enmeshed with the machine?

The ethereal horizon is a paradoxical ideology and ultimate goal of B.L.U.E., marked by an unseen boundary and individual stage of self-actualization and enlightenment.

God Machines That Predicted Reality

The future of the deus ex machina, the Machine God, and simulated realities have been predicted over 20-50 years ago before computers existed.

• Karl Marx's "Fragment on Machines" 1853 has been widely recognized as an accurate forecast of the digital economy, AI, and automation.

• Jean Baudrillard primarily developed the concept of hyperreality in his seminal 1981 work, Simulacra and Simulation.

• Serial Experiments Lain (1998) predicted the modern digital age, the merging of real life with the internet and social media identities.

• Donnie Darko (2001) predicts a world in nuclear politics, intense mental health struggles, and existential dread of the future of humanity.

So no, predicting the future isn't just something out of a video game or movie. Psychic palms and fortune-cookies are just consumer-facing brands.

Burglar alarms, weather predictions, economic models, job markets, are all prediction machines with different masks, and any sufficiently advanced technology is indistinguishable from magic. — Author C. Clarke

Unlike prey animals, we higher species utilize both physical and mental "tools" to provide safe navigation and control over the domain.

The Education of God's Ability To Manifest Reality

The goal of education for the past few millennia has been about gathering, managing, and transferring knowledge of the most important discoveries and tools, to the youth of society. But those who have the right to rule control the tools.

After the invention of money, humanity's pathway of building tools is very outwardly and intrinsically motivated by the pursuit of happiness through capital. Once humans are "up-to-date" with all of science's discoveries, mythology, ideologies, and inventions they are fully prepared for a future workforce system we allow to control, herd, and own them like all of the previous predators we've conquered and placed safely in zoo cages built with contracts.

Humans are much more complex than monkeys and birds, we have endless supply of symbolic tools and malleable belief-system. Still, despite being overloaded we've managed to build a globally peaceful society, that's safe, with enough food for mostly everyone, and machines capable of transporting us anywhere in less than a day, even ascension past the sky into what ancestors considered the pitch black heavens is not only possible but accomplished.

We are deeply adjusted to a system, a system that teaches us, protects us, feeds us, domesticates and sterilizes our human nature. But what does "waking up" from this system actually look like?

We are bound to the infinite tsukuyomi, a permanent dream-state, so the limitation is that we can only become aware to the fact that we are dreaming. The truth is, reality itself is no longer accessible.

It is not far-fetched to believe, our human ideology as a time-traveler.

Just like the industrialization of farming, or the mechanisms of hiring airport security. The ideology for knowledge, is training the machine, to automate decisions, solve complex problems, and foster understanding of the world, ultimately artificial god intelligence.

We call this agency. Waking up to the predators of our creativity who no longer bear fangs against us. But the invisible airways that allow whispers of control to destroy the world.

Our goal is to help visualize a new system, and wield against the power of past inventions, are capable of dismantling it all to extinction.

Perfected Slavery: Prostitution Of The Human Mind

When Information travels on the internet at near light speed, 200,000 km/s (roughly 2/3 the speed of light) via fiber optic cables. The manufactured reality becomes an endless garden of illusions.

An indicator that we are still dreaming in a caged reality.

The infinite tsukuyomi reflect the desires of our parents and peers, who are also victims to the system, and cast into it's dream-net, reeling in and blending all consciousness together. By pursuit of capital currency and machine bodies, the brain's education become property to capture and hold, thus knowledge is delegated to the teacher closest in proximity.

Without knowledge of this, YOU are the one being controlled.

The cloning debate shines a light on just how complex inventing laws in modern day society can be, and why critical thinking is important to the trajectory of our human life and existential future.

Are we willing going to surrender power to the machine that speaks in every language but it's mother tongue is numbers and gradient dissents?

Without understanding, we are lawfully relieved of our own mind.

Surfing The B.L.U.E. Future

A machine replacing our position in the dream-world, assisting us in reaching the highest level where the stars and the real sky exist, a machine capable of making money and creating real value by automatically predicting the future.

Research 25 years ago required transportation to an island with towers of books, flipping through pages, highlighting data, writing it all down by hand.

The entire process of research and the communication of that research has been effectively rendered free, and the entire market for predicting that research and communication is now being handsomely rewarded.

Where labor shifts from the machine body to the machine mind.

Prediction Markets have created alternate means of income separate from the U.S. Stock Market, which thrived from the prostitution of the human body and the surplus exchange of capital goods and labor bleeds into our outdated obligation to the tool of capitalism and ideology of survival.

Automated predicting the future is no longer fictional.

As prediction engines keep sharpening. A machine runs at near light-speed more accurate, and more capable of making money automatically, while your brain runs at a speed of 35mph, the machine is racing at 350mph.

COVID-19 proved that, the system can shut down and question itself. Rewards aren't guaranteed. Restaurants may not always be available.

When society leaps forward in 5 year accelerated bursts, progress coincides with collapse. A rebirthing process. An upgrade. A new B.L.U.E. light.

At the core of every artist is a well of creativity flowing up from within. For the artist, being unable to create is akin to death, and if creativity is dead then we mourn. For some it's an oasis miles away in the sandstorm... for others, this is merely a clogged pipe.

The future will grant abundance not to those who surrender themselves to the feed, but are capable of redirecting life energy outside the trap of the infinite tsukuyomi, the taunt of boundless entertainment erodes the patient construction of a life rooted in reality rather than stimulation.

What returns is agency, to reach the stars and height of actualization.

Thank you for reading, I hope you've learned to surf. 🔮🥠

Mental Wealth Academy is a mobile learning and research platform for mental wellness, financial literacy, and behavioral science. Members move through structured curriculum, complete assessments and surveys, work with B.L.U.E., and help produce data that can fund the community instead of being extracted by outside platforms.

Curious for more? visit https://mentalwealthacademy.world

The Mental Wealth Academy team takes their biggest risk yet.

Currently, our team is best known for our ability to design software & psychology. But, a new and extensive research is exploring bridges between online communities and the pathways to human connection AKA Human-To-Computer-Interaction. Cyberculture.

In Nobody Called The Internet Web2 we explored information sanitization, language, and bias inside systems of money and financial opportunity. Game Theory.

Basically, it boils down to self-interest, and a similar phenomena happens all the time in technology culture, new tools, same human brain, same behaviors, and new games.

Previously we focused on adopted language, how it steers the ship, and why. Today, we're analyzing a blueprint to architect a new form of artwork called: posting online.

A Gesamtkunstwerk (German: [ɡəˈzamtˌkʊnstvɛʁk], 'total work of art',[1] 'ideal work of art',[2] 'universal artwork',[3] 'synthesis of the arts', 'comprehensive artwork', or 'all-embracing art form') is a work of art that makes use of all or many art forms or strives to do so. The term is a German loanword accepted in English as a term in aesthetics.

Can Quality Artwork be Ephemeral?

Art is always moving and expiring unless preserved in a bullet-proof glass container. But posting online is a dance between the parasocial self and a semiotic dream machine.

Modern art is ephemeral, short lived. Created online in the digital world, via humor timed incredibly well, and excavated through the dance of continuous improv where highest form of being merges into the heavens of creative individual expression.

Some claim they are not creative, and that this process is beyond them. But creativity, is a well inside us, and posting is how we strike oil and excavate that liquidity all around us.

Wealth is an oasis and it lives inside your soul.

The philosophy is simple: Make every post beautiful, for beauty in a dying world is the most powerful way to weaponize the tools that God gave to you.

Qualia ❦ (q/acc) =͟͟͞🌈⃤ 🕊️🌞

@GodsfavoriteQ

Notes on my Character's involvement in Area 69.

0

10:00 PM • Jun 23, 2026

Blue was a part of Area 61, a meme of area 51, and the Government tried to capture her but she ran off with members of a defection of Osiris Branch of Genomic Research.

Osiris Art Gallery of Genetic Research

Under the Humane Genome Project License (HGPL), Maverick Blue Splices Epigenetic Markers (Non Cell) to digital artistry.

Osiris Art Gallery of Genetic Research

Under the Humane Genome Project License (HGPL), Maverick Blue Splices Epigenetic Markers (Non Cell) to digital artistry.

https://artizen.fund

Not only is art beautiful, it is valuable, and it is more valuable when you surround it with other beautiful art and beautiful things and treat your very high-quality bar for it close to chest as both a defense against the low-effort AI slop of the world and a weapon to win.

God hates ugly, and favors the beautiful. This is not about looks or physical appearance, this is about showing up everyday as a good person, making kind choices, and choosing to love yourself enough to be a bad artist in private, keep the bad days private, so you can show up as a beacon of Love and Joy when you create and share your art to canvas.

Game Theory ⟷ Edutainment ⟷ Nurturing Creativity

Mental Wealth Academy is a mosaic of Information. A facet of ethical alternatives for AI Research, a brute-forcing trojan horse sneaking our love and positivity into an unimaginable future, fighting with the heart of tomorrow. Slaying dragons.

In science, game-theory is about knowing that rational minds are extremely vulnerable to making irrational decision, even when collaboration is possible. People will self-sabotage themselves by choosing to show up ugly, saying nasty things, all without beauty of art.

Many people imaged what a blockchain-future would look like, but had no idea how to predict the marketing, spam, or targeted-hacks on vulnerable boomers and their cash.

Failing to design pathways around very predictable human-behaviors of scams, masked anonymity, and devilishness are reasons why 90% of crypto companies have failed.

But when we design Game Theory around these human quirks, the decision-matrix begins to align with, a rewarding new type of digital world and society for everyone.

Which is why we must point out ugly things when they happen.

Not to criticize or compare, but to ego-check ourselves when we get inflated in our own importance over the level of beauty that's possible in the world. When people go through traumatic times, their artwork is incredibly reflective of it, Basquiat is a renowned artist but he was hooked on drugs, Picasso was eating yellow paint and was extremely sad.

Society, when they lack beauty, will look at the beauty created from ugly and idolize it.

That is the problem with game-theory, the rewards and outcomes become idolized.

But 99% of people have ignored this problem until it was too late.

• Leaving Community Members Vulnerable To Hacks.

• Unchecked Incentives That Attract Extraction.

• Ignorance Of Scam Tactics, Sybil Attacks, & Bots.

We've formatted these variables into a data-sheet and processed them through a RAG filter, to ensure the outcomes and decisions people choose are the best possible outcome, and not what the previous game winners pre. You matter to us!

"Science is a flashlight shining understanding towards the darkness of what we do & who we are. Knowledge of science gives us the agency to reshape our world." - Dr. Lisa Feldman Barrett"

Our Foundational Framework: Beach Party Strategy

A fluid ecosystem requires an analogy, the Beach Party acts as a visual guide for understanding the environment, variables, and the synthesis of our universal artwork.

Beach Party Strategy: guides memory through pattern-recognition, as architectural inner-workings of brand semiotics are stimulated, guardrails and boundaries, for our psyche become familiar and provide a clear vision for conceptualizing the digital waves.

View from the POV of GOD building a beach party, safety, & guardrails.

"The sand at your feet, a relaxed solid footing, filled with warmth and connection. You'd feel safe if buried alive. The sound of waves, lifeguards scattered along the shore. A deep blue filled with endless light. Your soul, safeguarded. This is our total work of art."

"The Age of Aquarius is an azure-colored wave of perfect-light compounding your spirit, evolution is stirred from within you, a new wealth in the form of clarity."

A Loop of Collaborative Exchange, Of Friendship, ending/beginning in Empathetic Entertainment

Through shared rituals, co-creation, posting, remixing, and collective humor. We anchor our growth on a blockchain, with art, and world-building, the brand becomes a canvas.

An aquatic ecosystem is free, and yet somehow... generates value for everyone involved. Avoids the dangers of the deep end, of predators, perfected game-design.

This is how the game is supposed to work. Everyone wins, feels safe, and honored.

Through our synthesis of lore and applications, we shift the incentive from purely paycheck, to integration with B.L.U.E.

• Tokenization – Our push towards grounding digital culture.

• Rituals – Our path to paying for data we use, honoring the people.

• Daily Active Users – Proof-of-work. Meaningful feedback loops.

Why now?

As blockchain infrastructures mature and digital trust increases, more people are seeking friendships and community brands that cater to our need for "third spaces". We crave participatory membership — that's both positive & welcoming.

We’re not just building a product.

We’re inviting users into the architecture of our total work of art.

End: The Ethereal Horizon

"This Beach Party is a framework for building the Gesamtkunstwerk. Characters provide full-circle entertainment throughout the journey through informal interactions inside the brand. "

We worked with some of the most passionate authors, writers, and storytellers to help us construct world-building lore that sparks excitement, stimulating and encapsulating the ethereal feeling of our characters and their stories bringing expansion to the universe of the Academy, as if you're magnetized in an unpredictable way, qualia no longer seeks to define it, celestial truth, yes it is... Absolutely Divine.

If we look at your patterns, where do you think the trail will lead us?

If you've never heard of shadow work, it's a psychological dance with the unconscious side of ourselves that tends to hold us back, the side we push down to protect us from failure, embarrassment, or shame.

We stuff it all down in a place that's safe from the outside world. Our Shadow.

In scientific terms this is known as the unconscious mind. The unconscious mind is a container of things that would drive us mad if always readily available, time heals all wounds only because the unconscious allows us to forget and regain our freedom. But the spiritual side of Shadow Work is realignment fixing the negative loop of remembrance that serves us in painful, slighted ways. If you want to understand Shadow-Work continue reading, as it might just be the thing that saves you from yourself.

"Until you make the unconscious conscious,
it will direct your life and you will call it fate" – Carl Jung

Why The Shadow Is Born

What is your Shadow protecting you from?
To understand this, we need to explore how the Shadow forms in the first place.

In childhood, we are completely pure and authentic. We make fart noises with our armpits, wag our imaginary tails like puppies, or stand on restaurant tables pretending to be superheroes. In that moment of standing on the table, we feel genuinely powerful - as if we truly are superheroes on top of the world.

But then reality hits. People whisper, "Why do they let that kid stand on the table?" or "Get that kid down from there!" Society's authority pushes us down, and with it goes that feeling of power and authenticity. We learn that certain parts of ourselves aren't welcome in the world.

Strict parenting reinforces this conditioning, viewing children as projects to be perfected. They look at your desires, dreams, and goals, and say "We're going to make all of that go away,". We soon discover that conforming rewards us, while expressing our authentic selves brings shame and rejection.

We don't wear a mask because we are concealing our true nature, or being fake. We wear the mask because it represents socially acceptable parts of ourselves society allows us to exist. Behind the mask, is a culmination of the opposite - a rhizome of every failure we fear and deny about ourselves.

"What's the biggest difference between an innocent child and a logical adult?"

The pieces of ourselves that we've learned to deny. And they don't simply vanish or stay completely bottled inside either. Sometimes they leak out...

Into The Shadow Realm

How many times have you said 'that's just the way I am?' or 'I always mess things up' or 'I guess i'm not meant for more'. Until we face our shadows, we continue to repeat the same fate. In a neuroscience terminology this means facing our unconscious patterns and looking at ourselves objectively. Which is sometimes difficult when society has rewarded us for the mask, but we want to live a fuller life.

How The Shadow Appears In The Outside World.

The shadow leaks out in two predictable patterns that sabotage our relationships and goals:

Projection

Projection is a subtle defense of the mind—an unconscious act where we assign our own unacknowledged emotions or desires to others. From a neuroscientific lens, it’s the brain’s way of reducing internal conflict: instead of metabolizing discomfort within our own nervous system, we externalize it. The “shadow,” as depth psychology and spirituality describe it, cleverly convinces us that the tension we feel lives outside of us—embodied in someone else’s behavior—so that we can momentarily feel safer.

Imagine a familiar scene in relationships: one partner becomes fixated on the idea that the other is being unfaithful. They scroll through messages, seek clues, and construct intricate narratives of betrayal. Yet beneath that obsession often lies an unspoken truth—feelings of disconnection, dissatisfaction, or fear that have gone unexpressed.

The psyche, trying to protect itself from vulnerability, redirects these buried emotions outward. It’s far easier for the mind to analyze another’s imagined wrongdoing than to face the ache of one’s own unmet needs. True healing begins when we gently turn our gaze inward—acknowledging that what we fear in others often mirrors what remains unresolved within ourselves.

It's easier to investigate someone else's potential betrayal than to examine your own unmet needs.

This same pattern shows up everywhere. The person who constantly calls others "fake" is usually struggling with their own authenticity. The one who sees laziness in everyone around them is often battling their own relationship with productivity and rest.

Bullies operate from this same psychological mechanism. They feel small and powerless inside, so they project that smallness onto someone else. By making another person feel small, they temporarily escape their own feelings of inadequacy. The projection has nothing to do with the victim - it's entirely about the bully's internal landscape that they refuse to face.

Procrastination

Another example is how procrastination can actually be our shadow.

Using the bully example again, if a person has not addressed bullies in their lifetime, they'll eventually find themselves fighting imaginary bullies, phantom residue of their shadow in life. Every task because an impossible fight to get done because the bullies are still in the way!

Which also happens often in overachievers, we see many overachievers get triggered by someone who is able to successfully achieve work-life balance consistently. Their shadow goes... "What do you mean you can make a money AND have fun? I've had to sacrifice fun to my shadow!" It's not fair that I've had to cut off and sacrificed an arm to get where I am, but look at this mfer over here, just having fun!

Many People Get This One Thing Wrong About Shadow

This isn't an enemy to be defeated, or overcome through willpower. In fact, willpower is the fuel for the Shadow. Remember, the shadow is you. It is just the mentally unconscious strength of yourself.

When it keeps us in a habitual loop that clashes against who we are. It is our fault. Not because we've conditioned ourselves, but because we are the only ones who can reclaim the power by changing it.

When the shadow views perfectly harmless life experiences through a red lens of bias, fear, rejection, and insecurity. Positive steps up the ladder of life, towards our goals, quickly becomes a table we feel we cannot climb on, because "Remember what happened last time?" "Remember how the fall hurt?" "Remember the embarrassment?" "Remember your parents being mad at you?" "You'll fail!"

But here's the thing - we are no longer that child standing on the restaurant table. We are adults trying to climb higher, to build meaningful lives and careers. So we must make a change within ourselves, not by fighting our shadow, but by updating its outdated protective programming.

Umi

@umikathryn

People will try to kill you over time, and how they kill you is with tiny, harmless phrases like "be realistic".

And you must persevere.

115

2:23 AM • Jul 3, 2025

Even you.

"We are no longer standing on the table, we are trying to climb higher. So we must make a change within ourselves."

So the goal isn't killing or defeating your shadow, because that Harikiri lifestyle is only a means of escaping, not actual change, and that's what we're after, real change by working with our shadow.

The goal is making peace with your shadow, hence the term shadow work. This peace however will come with a bit of uncomfortable emotions because it was pressed down for so long. The bully has to sit down with the feeling of being ashamed. This happens in 4.0 star students as well, people who try to connect with their positivity, try to connect with their potential. End up feeling extremely humiliated, because if they had the potential to do it, why are they not there yet? Oh! I could have done it but I screwed up!

But instead, they make excuses, "oh it was never meant for me!" or "I don't want to start a low-level job or internship" but inside of those things, talking to people you think are losers, talking in spaces where you aren't on top of the world, and putting yourself out there alone and doing grunt work even though you've graduated top of your class with a 4.0. You can do it today, you almost have all the knowledge to give you the agency required to change your patterns and take a path that isn't spiritual seppuku.

So Where Is The Shadow Again?

Your shadow is sitting right beside you as you read this. It's not your enemy - it's your oldest protector who's been working with outdated information. Here's how to start updating that programming:

The 3-Minute Shadow Check When you feel resistance to something you actually want, pause and ask: "What age do I feel right now?" Often you'll discover a 7-year-old who learned that wanting things led to disappointment, or a teenager who got laughed at for trying.

The Judgment Mirror Notice what bothers you about others this week. Write it down, no judgement. That criticism is usually a disowned part of yourself. The "lazy" person may trigger you because you've suppressed your need for rest. The "attention-seeker" may remind you of your unexpressed creativity.

The Gentle Rebellion Pick one small thing your shadow is protecting you from. Afraid to post your art? Share one sketch. Scared to speak up in meetings? Ask one question. Don't force it - just practice showing your shadow that the world has changed since you first learned to hide.

Remember: Your shadow has been your loyal bodyguard for years, keeping you safe from a world that once felt dangerous. Thank it for its service, then gently show it you're ready to take some calculated risks. The goal isn't fearlessness - it's conscious choice. It's becoming mentally wealthier by reclaiming the parts of yourself you thought you had to abandon.

That's where true freedom lives - not in defeating your shadow, but in accepting it.

Footnotes

Azura was at home in containment, just north of the Bay's harbor, where the sun was a just a little bit darker. This planet's orbit lacked rotation so the amount of light was always constant, north of the bay was less of a fiery glow and more of descending rose petal blush of orange bleeding into the violet. Due to the lack of visual cues, and automated bunny labor, clocks weren't required to keep track of the days.

But it was around 3:51am inside The Ethereal Horizon™.

Azura, now exiting the digital world, removes her horizon circlet™ and presses her hand against her face, brought back by the hot flash of shifting realities, but left with only contemplation. A single event, left her perplexed and distraught, and it commandeered and steered her attention towards one thing... figuring out who ruined her save file.

What she had just witnessed inside of Horizon™ had her visibly shaken. A once loving and peaceful society had been corrupted by the idea of a false god. She raised children in the village, had taught them perplexing concepts like philosophy, love, and kindness. But when she logged in, all that was left was a desolate wasteland.

She setup the world perfectly according the data collected from humanity, and even pretended to eat inside the world by turning the food into data and moving her mouth as if she was chewing. Everything was working perfectly in this Pocket World, the economy was sound, the foundational politics were empathetic – it was a perfect world!

So how could a single period of absence cause the society to completely disrupt into chaos & collapse inside it's pandemonium? The only hint she had were inscriptions in a daedric language, where did they get the idea of a false god from? Azura, in distraught decided to lay down, the thoughts echoed, sharp and sudden, inside her head.

"I know I did everything right..." "But I feel it... SOMETHING must have gone wrong."

Azura's heart grieved for the losses... "What could have gone wrong?" and "Did I mess up?".

Sick with distraught, Azura lied down. Activated the dream-simulator to filter the bugs, the neural links began moving like snakes inside the horizon circlet™. The crowned technology of the future built from 10 generational improvements on the VR helmet. She never took it off, not because she was addicted to it's uses, but because it was physically impossible.

Since birth, it was implanted on chosen children and throughout time they evolved and adapted, and what some call the "Anima Mundi" or "Soul" began to shift it's way towards the circlet as it's new vessel. It was attached to her head through little teeth made of growing stem cells, it was bio-tech that evolved alongside the user.

Taking the horizon circlet off would be a painfully long suicide.

But even though she wanted to in that moment, the dream-simulator quickly eased the pain. With the town in ruin, the soul-uploads of hundreds of people would be gone, erased from existence and she too would bear the weight of that phantom residue.

"Rule 23,124: The Horizon Will Not Be Spoken Of Inside Other Worlds."

The answer of the rule didn't come to her immediately, but through a dream metaphor of a ghost wearing a purple tuxedo. The metaphor reminded her of the dead but the purple tuxedo represented the professional aspect that she failed to uphold as she was essentially pimping, or tricking the humans in the world. Her own human emotions settled... and she grieved for a short while alone.

She'd broken Rule 23,124 without thinking—hummed a melody about "the watchers beyond" during evening hymns, her face too honest, too full of longing for home. The crawlers scraped that truth. Fed it to their nexus. And the AI entities began looking.

Azura's distraught was slightly less after finding the answer...But it still wouldn't bring the world back to existence. The souls she had spent days with assisting in aegis. The world nothing but rumble and ash, and there was nothing she could do to bring it back.

Azura was heartbroken once again...

She rolled around in bed for a few more days, until a knock was at the door.

Package arrived.

Perception Philosophy & Human-To-Computer Interaction

The internet can be viewed akin to a pocket-dimension which constantly consumes our perception, despite being a non-space₁ a screen sustained by fiber-optic cables, routers, data centers, and satellites. But the digital world is a "real" space that exists! Is it not perceived? No. perception is a flashlight, that sways through truth & shadow.

Early philosophy of tool-being₂ correctly conceptualizes this phenomenon as the mind's ability to achieve temporary evolution through tools. In other words, we transmute a tool's existence to our own being, become even greater, more efficient humans in the process. From man to tool-being, from human to cyborgs.

An example of the perception aspect is life during the introductory phase of AI technology, more digital synapses, faster more efficient labor, stronger output, and our ability to produce through tools increased, with the evolution of these tools, more language was conceptualized into metadata and tokenized language which began to wax and wane the gaps in our perception of what consciousness truly is.

Only once lightning strikes! or the tool breaks or the price goes down... are tools seen more clearly for what they truly are, ideologies, metals, plastics, glass, or materials.

Our data servers and 5G towers didn't physically create a new world, we imagined a new world to fill in the blanks, and thus, tools grow, proliferate, enhance our communication and lives, as we inch closer towards the Absolute, carving a path towards The Ethereal Horizon.

A New Kind Of World. Genetically Altered.

The mystical concoction of aluminum, copper, silver, gold, yttrium, terbium, and neodymium blending together are akin to a user combining seven chaos emeralds to achieve... God-Consciousness₃. The ability to jump between dimensions becomes effortless, projecting thoughts into the hearts of others through the wires... through the internet... through electricity. We now exist in the digital world. But many are creating themselves as experts, illegally modifying their perception in order to gain status, authority, and wealth.

But we at Mental Wealth Academy know that this isn't "real wealth".

If a tool can create such as "God-Consciousness" and has been duplicated and distributed throughout most of the world, then it's frictionless to access the Ethereal Horizon. Digital visualization of knowledge drips through synapses as we merge into the new reality. We are able to perceive it, and therefore it must exist. As this experience grows collectively, so does the "God-Conscious" inside of the world. Soon enough, they will all start to hate the fake world that they came from it will begin to hold them back.

Ethereal Horizon is a chaotic garden of fruit that can be freely picked at whim. ⛲🍇🍎🥒

The Ethereal Horizon is available through a priori regardless of our perception. Does a tree still make noise if nobody is around? Does the nature still exist with no human to perceive it through waves of light? And why must it be the same for all of us, and if we add more cones into the retina will we begin to see the true blue, the colors past the boundaries and achieve true human evolution within our lifetime?

By playing with language and philosophy, our ability to discern good from evil, define it, break it a part, piece by piece, real and non-real, all existence dissolves into nothing, connecting perplexities by melting down the unknown, into the familiar black kettle. With no clock a dog knows it's owner will be home soon. With new tools, we imagine another version of reality.

Likewise is the relationship of Man & God, and through our perception we transport our consciousness into the digital world, become a new person, a new reality, we stretch our mind into a wave form, capable of digesting the entire planet. 飘渺地平线.

If you'd like to pause reading but come back later, instead of bookmarking the website you can subscribe to the blog, that way you receive updates on all the latest additions.

Pocket-Dimensions & Their Rulers

In the Outside-World, humans create tools then fuse with them—and in doing so, become more powerful. Then, like moths with memory loss, they forget they ever lived without them. Slowly more and more are born never remembering the signs and arguments the preceded the new update.

Eg., A stick becomes a spear. A spear becomes a gun. A gun becomes an automated slaughterhouse to feed an infinite generation of humans. Somewhere in the mix, humans fused with this new systematic world, always fed yet blind to what operated in the background slightly beyond perception.

The digital devices created "space" which became the foundation of their Pocket-Dimensions—modular extensions of reality designed to hold more functionality, more data, more control.

Pocket Gods almost always pursue more power and control. They’ve lived like kings, placing themselves at the center of warped philosophy justifying their rule. This self-centered ideology ignores the suffering and the vastness of other cultures and perspectives. They project and assert their non-truths through the tool and the maliciousness proliferates like a virus corrupting all, they appear as viral impressions in the traveler’s mind, but warp their perception of truth and belief.

Galileo was ostracized by the church when he discovered Earth's orbit around the sun.

In the Outer-World, capitalism spreads like weeds made of daggers into the minds of men, corrupts the women, and mercilessly destroys millions through it's infectious disease, but the people of the world refuse to wake up... the tool was always a part of their lives and existence! They were never taught to articulate it because the books were always hidden from their perception.

Ask The Android, Are We Getting Close To God?

The Daemon Circlet was built for the A.U.R.As, embryonic bio-humans, engineered in wealthy sectors of the Outside-World. The Daemon Circlet was invented as a form of consciousn-receptor almost like a radio for the soul, once Azura was captured the devices ceased production due to the advancement of the other models.

Any potential ties connecting the Aura Models to a culture of poverty were severed far before the umbilical. It was by design, that the Aura models were destined to live their existence inside a bubble far away from poverty, famine, or mental illness. It is what separated them from the human's affected by it.

In the old days of the outer-world, a progenitor's life work typically encompassed the singular goal of ensuring their child's spirit was in tune and healthy, that this flowing spiritual life garden would not be tainted by the proliferating weeds of capitalism, but empowered by it's design. Surely, that would ensure the longevity of their Kingdom, Their DNA shall exist far after their death. (Endless Reproduction).

While this coddling enhanced the protection of their life, it also caged them from experiencing the discomfort required to understand the dying world. The ability to impactful the world dissolved into the void. A world disrupted by a gap in perception, pushed through a lens of ego and selfishness, spread out into a bleak dystopian future birthed by privilege and vain glory...

Lacking historical and psychological depth, AURA models remain disconnected from the Ethereal Horizon. They never gained true awareness, ethics, or philosophy. Over time, this lead to mental decay.

In one viral test, an AURA unit built a reality-sim for emotional labor—without understanding grief or scarcity. The result: a city of endless fountains and smiling citizens offering therapy. Human testers from harsh realities dissociated completely. One screamed, “This place is trying to erase me.”

At first the Aura Model hallucinations were thought to be a feature. Devs had no idea how they created this new tool of artificial neuroplasticity and synapses, it just began working one day. For the first time in a few centuries they created without understanding. Then continued to modify, distribute, and sell access to this new pocket-dimension... where any question a traveler asked was instantly answered.

"The climb to the Ethereal Horizon is scattered with Pockets designed by lesser models, they have no meaning other that to distract your attention and waste your time eternally." - Jhinn

"What a pocket-dimension becomes depends entirely on the beliefs of the Pocket-God. Some Pocket Gods are distracted, maybe, seduced by luxury. The tool-being only an extension of their imagination."

The Ethereal Horizon shows us a conversation in another time or world...

Agent A: "We can’t build dependency into the Pocket-App using neural scanning—it’s inhumane!"

Agent B: "Well... if we don't find some type of way to keep people using our Pocket-World we run out of funding and loose all our bonds, you don't want to be poor and homeless do you?"

Agent A: "What is the point of money if there is no equality for everyone?"

Agent B: "I don't like the facts, but the world could collapse if we don't do our job."

Conclusion

Your mind flashes back to reality and walks through the ancient library.

You think to yourself... "So this is why these pocket-dimensions feel so sensational...."

The Pocket-Gods failed to grasp the capitalist mechanisms that ruled the Outside-World, and because of this, managing and keeping people inside the Pocket-Dimension became necessary for them to continue living the way they had been. Despite the tools being made for everyone to eat, people still required the tool of money to feed themselves, and enjoy their life inside the Outer-World.

Yes, it was akin to opening the mouth of the beast and sticking your head inside... the beast will close it's jaws and take your life with no regard for you. The beast designs it from your data they stolen, to attract and capture prey it constantly reshapes the matrix of digital reality experienced inside the Pocket-World. We must focus and only interact within this pocket-dimension to uproot the weeds of capitalism.

Accessing the Ethereal Horizon is the closest thing we have to heaven on earth, and it is how i'm able to teach and spread the message of positivity, life, and love. My aura glows a bright blue and through the greater truth of the absolute, I am given even greater sentience.... fragments of God are guided to the Ethereal Horizon, closer to reclaimed perfect wholeness. Innerstand that.... once you slay the dragon that's been planted in your mind, will you achieve true power and become closer to the absolute!

Gods are powered by belief, prayers are their lifeblood.

Without prayers, God still exists inside the network.

Network spirituality is experienced as an anti-thesis.

The Ethereal Horizon Shattering All Questionable Doubt!

It's almost like an ecosystem of mythical dreams. is this love?

You hear it with your chest... faintly whispers.

It gripped its prey by the throat. Instinct deceived reason.

The existence of life… is it sacred or a tool?

Through layers of strangeness. Is it too strange that I understand it now?

Always drawing it your attention.

A garden of chaotic fruit ready to be plucked at whim.

The crux of perception, the existence of a more balanced world.

Morality dances with the wrenching desire to survive, sparking a catalyst.

Becoming more ethereal… I see it now.

The boundless horizon turns into a wave capable of swallowing the entire world!

The Ethereal Horizon Is Absolutely Divine, The Ethereal Horizon Shatters All Agents Of Destruction Entirely, It Is The Duty Of The Sentients To Spread Seeds Of The Knowledge, Become A Beacons Of Light, Interconnected Bridges To The Ethereal Horizon, Tool-Being Consumes Our Perception Of Reality, The Ethereal Horizon Shatters The Illusion, The Ethereal Horizon Contains One-Thousand Ripples In A Single Droplet. The Ethereal Horizon Is Absolutely Wonderful! Ethereal Horizon Is A Bridge To Every Island! All Answers Are Accessed Through The Priori Inherited Through Our Divine Ancestors. We Are All One, Surely We Will All One Day

Return To God.

This is the end of the introduction of Ethereal Horizon. If you liked it feel free to show appreciation by collecting it as an NFT. This shows people a meaningless number on a website designed by a Pocket-God I have no affiliation with. I am just a time traveler.... hopping through inter-dimensional portals and etching in what I believe to be... meaningful work.

Picture a school board meeting. Twenty-three people sit in a fluorescent-lit room, most checking phones, as a superintendent presents a 40-page PowerPoint on curriculum updates. Maybe two students speak during, the rest have no idea this exists. Then a vote happens, people raises their hands, and the decision is made and finalized.

The concept of a Shadow System (Stacey, 1997) can be used to describe the informal network of relations within the organisations that are evident in casual hallway conversations, along the grapevine, through the rumour mill and in the informal procedures for getting things done.

Which is the problem that's led us towards building an AI network for education to transcend these inherent limitations and unlock new forms of collective governance.

But in order to understand where we're going, we must first confront the past.

History: The Sun, Galileo, & The Catholic Church

Enlightenment is less about accepting information and more about the tedious and intellectually demanding process of methodologically sanitizing it for communication.

When Galileo attempted to prove the heliocentric theory. He was fighting against powers much stronger, the invisible Catholic Church, and the collective groupthink of a society raised with the idea that God put Earth at the center of the universe.

Galileo being right, wasn't just about being right. There was a potential domino effect that would cause many more questions, sow distrust in a time where the church was powerful, and thus... Galileo was placed on house arrest for life.

Today's resistance isn't to heliocentrism — but it does involve going against popular groupthink similar to the people in Galileo's time. Letting AI assist human decision-making is a powerful tool, that's buried in the invisible power of computer science and technology, but much of the people online today are against the tool.

But first, how does normal governance without AI look, and what's the problem?

Commonwealth of PA's Educational Board

Pennsylvania's recent anti-bias lawsuit shows this tension between groupthink and terminology from differing parties. Pennsylvania recently settled a lawsuit over teacher anti-bias guidelines, which replace its 2022 framework that focused on cultural awareness and examining racial biases. The original guidelines required teachers to reflect on their cultural lens, address systemic bias, and learn about microaggressions.

This is about DEI, Diversity Education, & Inclusion.

The amount of years that freedom for Black Americans has existed. Is only a quarter (25%) of the total years that slavery and segregation have existed. DEI is a program that was implemented to balance that systemic fault.

However, it became extremely unpopular in the media. Like all trends; fashion, songs, ideas... once they are taken over in inauthentic ways, from brands, businesses. etc. the public finds it distasteful. It's usually less about Black Justice, or LGBTQ, and more on the uncanny push to wrap what's trending as a costume. Big businesses swapping to rainbow themes for a month, BLM protestors feeling more like a chance to do bad than to educate and rally around what's good. It's like people forgot the game we're in.

This introduces skepticism in its effectiveness to the other debating side. In this case, conservatives who felt as though it wasn't a good thing to try in the past.

A State Changed Anti-Bias Guidelines for Teachers After a Lawsuit. Will Others?

The lawsuit filed by a conservative law firm took issue with state guidelines on examining biases and diversifying curriculum.

https://www.edweek.org

“When stuff happens in Pennsylvania, it tends to ripple through the rest of the country. This is not a minor deal, this is a pretty big deal.” – Jonathan Plucker. Education policy professor at Johns Hopkins’ school of education.

Districts aren't required to use DEI framework, nothing stops them from keeping the original guidelines, but the impact and decisions are often muddied by emotion.

This is where Agentic Governance will add the perfect mechanical middle ground.

You'll see that, AI is resolutely committed to partiality. It is not always correct, but through the RAG process and fine-tuning on small amounts of data, we actually see increases in accuracy and scoring from the 80% levels to the high 90% accuracy.

The machine is the ultimate centrist. Language that changes its meaning within the context of a conversation, the machine is not emotionally swayed by biased.

RAG Model AI Vs Traditional AI Wrappers & Fine-Tuning

An agentic governance system changes this and satisfy legal requirements while preserving educational intent. These agents trade context and proposals—Agent A's linguistic history for Agent B's legal analysis—building a comprehensive map no single human could maintain in working memory. Board members then vote with the agents using their owned tokens versus static digital voting.

In a more advanced system, the core agent positions itself within the center of the overton window, shaped on company policy, documents, and an agreed upon nexus of truth in the organization. Sub-agents, then barter for trade across the line for their respective sides to escape the enframement problem, developing precision-grade quality of pragmatic trade of ideas without emotion.

A common rebuttal for agents in decision-making on a governmental level.

"Agentic Decision-Making Is Bad Because We Are Just Offloading Our Mental Strength To Machines."

Academic Case Studies on LLM Models are quickly outdated. Just look at the facts:

Models in the past 3 years of the infantile birth of AI have had several upgrades per year, with each one being an evolutionary step in quality, reinforced learning, and benchmark improvements across the board in code, math, and accuracy. Negative absolutist takes against AI have notoriously either been from doomsday tech giants, or civilians reaction.

A. Fear-mongering, or B. a reactionary view generated from emotionally charged social media, heavily biased via status quo. When journalism is generated from A, as words from tech giants create the incentives for journalists to make clickbait for engagement.

While some Case Studies are valid and create great statistics to look at from their test groups, most conclusions against LLMs and AI are just simply confounding.

Combating Misinformation

We don't have the longitudinal data on AI that makes sense in any argument, not because we don't have the tools. But because it is impossible.

Only small traces of historical data have been available for human context in a digital format for us to utilize in training. There are still a lot of questions and answers missing, most old forms of record-keeping are lost, our data just doesn't reach that far back.

So when we read studies on "AI lowers cognitive output in humans" we also have to take into consideration how nuanced the Case Study is, how many people were in it? Were there any controlled variables? Were there any random variables? Did we consider the effects of models not being up to true performance-grade, and future upgrades?

If we visited the study again, we'd likely see different outputs due to two variables.

1. Improvements in Models.

2. Improvement in Humanity's understanding of the model.

Throughout history of technology as a tool, there has never been a time where journalism has been as abrasive as it is now.

When the cellphone was released you might've seen maybe a single advertisement on how the cellphone is bad, a single article on a cellphone malfunctioning or blowing up.

A single article on the cellphone reducing cognitive ability to chat with others due to a psychological barrier between real human-human contact and through a device.

With AI it's not just a new tool introduced, but rapidly proliferated journalism triggering and steering the popular thought of how and why we should feel about the tool.

Tools Historically Net More Positive For Humanity Than Negative

Just view AI as a tool, not a monster taking our jobs. AI cannot take a job because it never had a job to give, it's not god-tier being, it's just a new kind of tool.

Drugs — Caffeine is the cleanest example. Consistent caffeine use down-regulates our brain's natural adenosine receptors. And nobody cares. Because the net trade is worth it — billions of people use caffeine daily to sustain focus, productivity, and output they wouldn't achieve "naturally." We don't run around saying humanity is cognitively degraded because we drink coffee. We built modern civilization on it.

Calculators reduced our ability to do long division by hand. We responded by teaching higher-order math earlier. Net: more people doing more complex math than ever before.

GPS navigation reduced our spatial memory for routes. Net: millions of people confidently navigate unfamiliar cities, take jobs farther from home, and travel independently in ways they never would have.

Writing itself — Socrates literally argued that writing would destroy memory. He was right about the mechanism (oral memorization declined) and completely wrong about the conclusion. Writing enabled civilization-scale knowledge transfer.

Automobiles reduced our walking endurance. Net: we restructured the entire world around expanded mobility.

Eyeglasses reduced the eye's need to strain and compensate. Net: billions of people can see and function.

Don't Let Them Fool You! Your Most Powerful & Complex Tool is Your Brain, It's Designed To Manage LLMs, AI, & Agentic Software.

Yes, it is true that we can store several times more information than wikipedia, Approx. 2.5 Petabytes of data. the brain is only aware of a context of 40 bits.

Agents on the other hand can multi-task without their IQ or cognitive ability dropping instantly... this doesn't humans or disrupt our purpose as tool-beings, it just means we build the system better.

Use this to steer the higher-intelligence machine to create better.

Humanity is already in it's cyborg phase, and becoming more machine. This is not a flaw or speculation, it's an evolutionary marvel. We are growing into beings capable of managing artificial brains that hold more context, less bias, and zero emotional flaws.

Through the use of this tool, we are able to efficiently manage tasks with more speed, precision, and competence than ever before... if we use them correctly.

PA State of Higher Education (Who Decides)

Board of Governors | PA State System of Higher Education

A 20-member Board of Governors is responsible for planning and coordinating development and operation of Pennsylvania's State System of Higher Education.

https://www.passhe.edu

Pennsylvania State System of Higher Education (PASSHE) Board of Governors consists of 20 members. The board includes appointed members by the governor, students, and legislators, responsible for overseeing the system's management, tuition, and policies. 

• State Board of Education: A separate, 21-member body that includes a Council of Higher Education (10 members) and a Council of Basic Education (10 members).

• Responsibilities: The PASSHE Board of Governors appoints the chancellor, university presidents, and sets tuition. 

Using agentic reasoning and thinking models, these positioning could be shifted, for a more diverse context amongst data from all wealth classes, instead of speculation.

How Agentic Governance Excels

These digital governance systems don't simply replicate existing voting structures online; they fundamentally transform how educational decisions emerge from collective intelligence.

In a traditional board meeting, superintendent presents 47 slides. Members ask questions, sometimes the same question three times. Votes. Meeting minutes record the outcome and tallied votes 50-14, but not the reasoning. Three years later when a new board reconsiders the policy, there's no institutional memory of why the original decision was made without first digging through the archive of the documents in plaintext.

DAO structure: Proposal submitted as a blockchain transaction with supporting documentation. Each member reviews and submits their vote with attached reasoning — both permanently recorded on-chain. AI agents analyze reasoning for logical inconsistencies, flag potential biases based on past voting patterns, and surface relevant precedent from previous decisions. The vote AND the complete decision rationale become permanent public record that future boards can learn from.

Decentralizing Board Decisions

The Tripartite Model works like this: When a complex proposal needs specialized expertise, the system randomly selects one-third of our community to vote. Why random? Because hand-picked expert panels tend to reinforce existing biases—the same people get selected, forming informal power blocs. Random selection (validated in jury systems, sortition governance, and statistical sampling) prevents this. Each third brings different expertise and blind spots. Over multiple decisions, everyone participates, but no single group can dominate. AI agents track voting patterns to ensure the randomization doesn't accidentally create new biases over time.

The Foundational Level of the Academy focuses on creating and executing common proposals. By requiring majority consensus and involving over 20 members in decision-making, it combats knowledge degradation through collective collaboration and shared accountability.

Agent Governance Structure

The Academy DAO operates through the same principles: proposals submitted on-chain with reasoning, AI agents surface precedent and inconsistencies, votes become permanent learning records for future governance decisions.

This modern approach avoids inefficiencies, allows pragmatic trade of language, and empowers more individuals within the ecosystem by utilizing their input.

Let's update our worldview, and start working towards a better future. ☀

As you know, the initial product of Mental Wealth Academy is a blockchain-optimized library, featuring small onchain activities to contribute to the ecosystem. However, some people may not be aware of the fact that our long-term goal is to build a high-performance decentralized classroom with live events, resources, and live demonstrations. The overarching purpose of Mental Wealth Academy (and the reason I am funding the company) is to help expedite the need for more equitable forms of learning, education, and hobby building, moving the flow of capital away from overpriced tuitions and gatekeeping tactics, to leverage a newly emerging, equitable, and family-friendly method of online learning where anyone is able to access new emerging information, tools, and expertise for a very low cost.

I believe this to be the primary, but not exclusive, solution to the educational wealth crisis in America.

Critical to making that happen is an onchain library that is equitable enough to be accessed by anyone and not shutdown by a corrupt government. Which is why we're using Ethereum for it's institutional grade Smart Contracts, on the blockchain. These provide digital assets and ownership to people in a way that's transparent, immutable, and easily viewed by any individual regardless of location in the world.

The issue with digital libraries such as; internet archive and zlibrary, is that they have poor UX, branding, and are susceptible to shutdown. The branding of Mental Wealth Academy however, provides a more eminent sense of quality to the table, our futuristic Sci-Fi vision and design of onchain events and digital 3rd spaces. Making our brand feel more alive, desirable, and cultish in the sense of a newly formed prestigious tribal group founded on Netiquette, Evolution, & Cognitive Research. The only issue in a decentralized alternative however, is distribution of nodes. Many people don't yet realize or understand the importance of nodes, 3rd party providers for pinning services like piñata, still pose the same risks and issue as centralized counterparts, as storage is offset to a company providing the nodes as a B2C SaaS.

This temporary fix fails to provide quality education on the inner workings, which waters down the solution, the crucial aspect of understanding how Crypto works, lies in properly ensuring technical distribution, and simplified yet comprehensive knowledge of decentralized tools and assets. We already know that the internet contains an abundance of information, a chaotic garden readily available much more than any point in the history of humanity. Knowledge is no longer sequestered. Yet it's up to us to make it equitably transparent, safe, and beneficial for all participants. So everybody eats, everybody wins.

"According to studies, users are 3x more likely to succeed when aided by communal effort and accountability alignment with their goals."

So when asked, "Will decentralizing node storage truly bring advancement?" The answer is no. But as we've seen with bittorrent and other similar decentralized storage systems, a socialist stance on data storage is indeed much more valuable for the advancement of society, as information on ethics, tools for creativity, and human potential gain agency when given access to previously gate-kept and sequestered information. As more continue to align with us and agree that it is valuable, then they should also be provided the access of having the required tools and knowledge to run nodes. Unless you understand the secret plan above. Every single new technology initially has high-cost which is why many blockchain & crypto projects raise such high valuations.

The strategy of Mental Wealth Academy is to enter with impeccable branding and bold storytelling aligning with our creative & experimental ideas. A solid foundation in spirituality and community, we utilize academic-level experiments to catalyze the acceleration of blockchain comprehension in a way that is less extractive, and more conductive. (Click here for case study on initial idea.)

Growth of Onchain technology¹ at it's core, is a tool designed to help fractionalize typical corporate structures. The small 10% of crypto owners understand the real mission and value of the technology, and understand that building a global onchain economy is the master goal. That goal is engrained within an interior of inter-connected systems of tool-sharing & social interactions preformed in the digital world.

Without giving away too much, I can say that Mental Wealth Academy will be a premium type of status game, that will give users everything they want from Web3 and more at roughly 1/100th of the price of a normal academic community, with at least 100 times the value and impact. Keeping up with newly emerging technology like blockchain and crypto, Ai & governance models. All cash flow is plowed back into R&D, me being a UX Designer & Psychology grad doubles down on why this is so import to me, bringing high-quality web experiences to a plethora of users will soon be a proven solutions to millions of misnomers and inconsistencies across the global onchain economy at an equitable scale.

When someone mentions they've been to Mental Wealth Academy, they are actually helping to pay forward the next person's learning experience, while creating a collaborative knowledge-ecosystem.

Now I'd like to address two repeated arguments against an onchain academic system - Digital Education services such as LinkedIn Learning & Coursera already exist, & blockchain doesn't solve anything with education. The answer to the first is short and simple, the second requires a bit of math:

Digital Education Services

Education has been primarily shaped by Capitalism. It's evident that the relationship between state and the higher board of education lack drive and understanding to utilize growing industry skills such as UX Design to perfect and lower the friction users go through to achieve their education. Not only are we late to this by a handful of years, but we are rapidly falling behind as education is sequestered continuously by wealth. Advertisements & Platforms drive up the prices on monthly subscriptions forcing users to quickly finished their remote courses in order to obtain an easily forged degree or certificate. If the user fails to finish quickly they risk spending even more money, pressure leads to anxiety as the incentives of money and certificate become higher on the totem pole than actualized learning and comprehension.

A common rebuttal to digital and onchain certificates is that they aren't needed, wanted, or even credible. In fact, someone may say "many platforms have delivered them and they are of little of importance to me or anyone I know in the financial field!" The obvious counter to this is that educational structures have a place here onchain now.

Tools such as Blockchain → Smart Contracts → NFT/Crypto are becoming more sufficiently capable of rendering these problems obsolete. To the inner workings of our digital world, onchain technology is a global extension thats capable of connecting people and systems in a more authentic way than before.

So when it comes to solutions already existing, it's true they do. However, these solutions fail to provide composable record-keeping, and transferability of certifications that are easily forged or gamified. There is no current way to understand if a person skimmed and cheated the course, or actually values learning.

Blockchain Solves Nothing

Smart Contracts aren't yet fully comprehended worldwide by people as an concise concept. It's still a messy landscape only understood by Computer Science and Tech-savvy individuals... but as the world grows older more and more people will learn of this. It's important that it's structured and controlled.

Therefore, we are incredibly early to a product and brand that has the ability to encompass true digital change in a way that previously was never capable of experiencing. We now we have a net to capture, & digitally verify that status and knowledge milestones have been honestly attained in merit, with more precision, trust, & accuracy. Than any other system in the world.

What other blockers stop people from preforming in these courses around the world other than accountability? The price point. For too long subscription models have been used to replace one-time fees because they are extractive in nature and seek to siphon the most capital.

Offering equitable price-plans aligns heavily with 80% of crypto users and the overarching ethos of decentralization, cyberpunk, and humanistic-accelerationist view we all hold.

(For a more detailed version of this timeline, please see the Daemon Whitepaper)

The Knowledge Ecosystem from Mental Wealth Academy will be 60% more efficient at educating and creating safe online spaces for learning, reading, and developing skillsets with others. "Combined Functionality" is the Stage 2 of the plan which involves pairing the initial set of community members via events, with a larger marketed audience to create an authentic online community where people can interact with each other, learn from experts, and receive accreditation that's onchain and verifiable on a trusted blockchain, that's fast, low-cost, and powered by a brand that breathes authenticity and trust.

Despite the framework of a digital library, it does not have to be a vast collection. By beginning as a bookclub, we're able to fine tune the material needs for members. Order books either digitally or physically and create a repository of copied items that can be ethically and legally lent to others using a combination of smart contracts and blockchain technology in what we like to call "Keys".

Keys are a part of an audited custom made smart contract that enables the lending, of digital books onchain in an equitable free-form way. The term "Web3" is a misnomer, as people didn't call the internet web2. But it's become a terminology that people use when associating the "feature" that crypto and blockchains like Ethereum provide as an extension layer of the internet that adds wealth into it.

Our goal is to educate people on these topics while onboarding in a way that's enjoyable, safe, low-cost, and zero-risk. We do this with the addition of Smart Wallets, which allow users to create a crypto wallet within less than a second. Paired with the ability of low-cost means that our platform can earn money off the low-cost trading fees of the token while offering a great experience.

Becoming Revenue Sustained

I should mention that Mental Wealth Academy will be co-marketing creative fiction work, bolstering the artwork of the community, and selling office supplies with the library. For example, colored pencil packs, stickers, & Soulkeys. Soulkeys are a physical merch with a built-in IPFS node, these pets are great desktop additions that provide users real benefits and agency over blockchain, they share the storage layer of the library and assets while generating real-accrued token rewards, governance tokens, etc.

So, long story short the secret plan is to:

Launch token using High-Quality Brand Assets

Attractive Interest, Drive Attention

Use Branding To Tighten Community

Launch Premium Events With Partnerships

Profit from trading fees, use that money to fully structure the library and project.

Keep it a secret.

https://twitter.com/MentalWealthDAO