Adjusted Intelligence: Aligning AI with Whole-Being Human Potential

In a world defined by rapid technological growth, human thriving risks becoming a secondary concern. Artificial Intelligence (AI) promises convenience, speed, and precision—but what if the true evolution of intelligence is not found in replacing human faculties, but in restoring them?

This chapter provides leaders, policymakers, and practitioners a blueprint for harnessing AI as a partner in human resilience and flourishing. It introduces the concept of Adjusted Intelligence, a new frontier where AI technologies align with the principles of whole-being health, amplifying human potential rather than reducing it to data points. The goal is to expand opportunity, reduce disparities, and empower diverse communities worldwide. Inspired by the Forbes book, Adjusted Reality, this model elevates the role of AI from task executor to a partner in human vitality, adaptability, and purpose.¹

We ask a fundamental question: How do we ensure AI evolves in harmony with human physiology, emotion, cognition, and environment? The answer lies not in more powerful programming, but in deeper alignment—between technology and what it means to live well, live long, and live whole.

So, what are the fundamental aspects of whole-being health?

Rooted in lifestyle alignment and inspired by neuroscience, Adjusted Reality introduces a transformative framework: The Pillars of Whole-Being Optimization. These principles go beyond traditional health advice. They restore dignity to the human experience and offer a roadmap to thriving, not just surviving.

The Pillars of Whole-Being Optimization as They Relate to Adjusted Intelligence

Investment

When we speak of investment in the context of whole-being optimization, we’re not only talking about financial resources, but we’re also referring to the intentional allocation of time, energy, attention, and commitment to the habits that yield long-term vitality. Just as financial investments grow through consistent contributions, investing in your health and alignment compounds over time, enhancing physical resilience, mental clarity, emotional balance, and increasing longevity.

Whole-being investment means choosing today’s actions to create dividends in the form of a stronger, more adaptable, and more purposeful life.

Adjusted Intelligence: Maximizing Investment

Artificial Intelligence is more than just a tool; it’s becoming a trusted partner in amplifying the return on an investment in whole-being health. When you bring your time, energy, and commitment, Adjusted Intelligence aligns those resources with precision, optimizing where and how they’re used to elevate your results.

By aggregating real-time data, AI can illuminate best practices, monitor quality, and forecast outcomes. The power of this investment is in showing not just where the dollars go, but how small choices today can prevent costly setbacks tomorrow. Knowledge becomes actionable at your fingertips, helping you see why certain decisions either align with your best interests or create hidden risks.

The Future of Whole-Being Health

With Adjusted Intelligence, daily investments in your health are no longer scattered. They are strategically aligned, measured, and amplified to unlock your highest potential. The beauty of this future lies in choice: self-agency always remains at its center. AI doesn’t replace your decision—it empowers it, showing you the “why” behind every option and helping you choose the “how” that aligns with your best life.

Replenishment

The body must replenish all systems for the next day. One key to replenishment is an area all humans must optimize: sleep. Deep rest regenerates cellular, emotional, and neurological systems. If systems are not replenished, the body’s optimal performance degrades and slowly declines. Recognizing how to replenish, and what happens internally, allows for the complete maintenance of bodily systems to be refueled, regenerated, and preserved.

Adjusted Intelligence harnesses the power of AI to guide individuals toward optimal replenishment—ensuring that body and mind are working in harmony. Today’s advanced wearables and biometric monitors transform this from theory into practice:

• Rings & Bands – These devices currently track sleep stages, heart rate variability, and recovery patterns, giving users real-time insights into how well they are replenishing. AI can interpret these patterns and suggest personalized bedtime routines or breathing exercises to optimize neurological recovery. The power of AI will transform this feedback loop into greater health through Adjusted Intelligence.
• Watches & Bracelets – With continuous monitoring of resting heart rate, blood oxygen, and even stress levels, these wearables alert wearers when their system is showing early signs of burnout. Adjusted Intelligence promotes micro-adjustments in lifestyle before decline sets in.
• Headbands – By measuring brainwave activity, AI headbands can guide meditative practices, aligning neurological rest with emotional replenishment for deeper recovery. This is just the beginning.
• Continuous Glucose Monitors - AI interprets the effect of late-night snacks or stress on blood sugar, helping regulate hormonal balance that supports restorative sleep.

With these tools, AI doesn’t just collect data; it translates it into predictive insights: anticipating dips in energy, flagging poor recovery trends, or recommending when to unplug for mental acuity. Instead of waiting for fatigue, tension, or brain fog to take hold, Adjusted Intelligence enables proactive regulation.

The Future of Replenishment

With AI as an ally, burnout can truly become a symptom of the past. Imagine a world where your wearable device nudges you to dim the lights at the exact time melatonin is about to peak, or where your recovery dashboard guides you toward a holistic care, hydration, or mindfulness practice before your performance dips.

Adjusted Intelligence amplifies our ability to refuel, realign, and restore the integrity of every system, helping us move from merely surviving the day to thriving with clarity, vitality, and whole-being resilience.

Nourishment

Nutrition is a foundational driver of whole-being health, deeply influencing mood, immune resilience, and the intricate gut-brain connection. What we eat doesn’t just fuel our bodies—it shapes our mental clarity, emotional balance, and even our response to stress. The gut microbiome, often called the “second brain,” is directly affected by our dietary choices, which in turn impact neurotransmitter production and immune function.

Getting nutrition “right” isn’t a static formula—it’s a dynamic process, one that must adapt to shifting environments, personal preferences, stress levels, and the quality of available food. Utilizing AI to develop flexible nourishment plans that align with one’s lifestyle and genetic makeup is key to unlocking optimal mental and physical vitality.

The Global Burden of Chronic Disease

Chronic diseases such as heart disease, cancer, diabetes, and chronic respiratory disease are responsible for 74% of all deaths worldwide. These statistics are in desperate need of improvement, as an estimated 41 million people die each year from these conditions, 17 million of them before the age of 70.²

According to the WHO and CDC, evidence suggests that 80% of premature heart disease, stroke, type 2 diabetes, and at least 40% of cancers could be prevented or alleviated through lifestyle and whole-being approaches such as proper nutrition, physical activity, stress regulation, and reduction of harmful exposures.

Despite these staggering statistics, most current systems still treat disease after it develops rather than aligning patients with preventive, personalized strategies. Invasive solutions like surgery would give way to more holistic approaches like chiropractic, reducing costs for the payer and the patient.

Adjusted Intelligence: AI in Nourishment and Chronic Disease Avoidance

As AI advances in precision medicine, genetic information will not only reveal predispositions and potential health challenges present from birth but also guide the development of a new concept: adaptive system flow algorithms.

Adaptive system flow refers to the use of AI-driven algorithms that continuously monitor, predict, and adjust the dynamic interactions within the body’s systems—nervous, immune, metabolic, and musculoskeletal—to maintain balance and prevent breakdown.

This works through continuous sensing: wearables, genetic markers and biological sensors collect data streams. AI integrates this data into advanced predictive models, essentially maps of how energy, nutrients and signals flow through the body.

When predictive modeling detects a potential disruption in flow—such as insulin resistance, neuroinflammation, or biomechanical stress—AI can immediately recommend adaptive adjustments, nutritional refinements, movement prompts, breathwork, rest strategies, or holistic interventions to restore equilibrium.

The human body thrives on flow—blood circulation, neural signaling, hormonal rhythms, and breath cycles. Breakdowns in flow, whether biochemical, neurological, or structural, often lie at the root of disease. Adaptive system flow positions AI as a guardian of these flows, ensuring resilience, balance, and longevity by correcting imbalances before they accumulate into symptoms or chronic disease.

The future expands further as AI models merge with regenerative medicine. Emerging fields such as targeted stem cell activation, gene editing, and epigenetic modulation may enable not only the management, but the reversal of specific genetic aberrations. With prenatal integration, AI-driven insights can create individualized lifestyle frameworks for expectant mothers, shaping optimal environments for development and empowering every new life to begin with flourishing and resilience.

AI holds unmatched potential in detecting subtle patterns such as, early insulin resistance, low-grade inflammation, or micronutrient depletion that precede chronic disease. Evidence-based algorithms can recommend the right timing, dosage, and combination of nutrients to restore biochemical balance. Biomarker tracking—such as C-reactive protein levels, gut permeability, or circadian rhythm hormones—will further guide interventions that stimulate repair and adaptability.

Adjusted Intelligence moves beyond numbers; it interprets how nourishment interacts with emotions, cognition, and resilience. By aligning biology, behavior, and adaptive system flow, AI helps individuals refuel, restore, and resist chronic disease, bringing the global vision of patient-centered, whole-being care into reality.

Movement

Stability, mobility, flexibility, and strength are essential pillars of physical vitality and quality of life.

Every joint action, every breath taken, and every step made serves to calibrate the nervous system, reinforcing patterns of coordination, adaptability and restoration. Movement is not just mechanical; it is neurological. It influences the function of multiple systems in the body, from cardiovascular health to hormone regulation, and from immune response to emotional balance.

When movement is nurtured with intention, focusing on quality, it unlocks heightened aptitude in balance, speed, and strength. These traits are not static; they are trainable and highly responsive to both internal and external environments.

Adjusted Intelligence: Movement of the Future

Emerging technologies and AI-driven systems can be designed to encourage gentle, responsive, and intentional movement—not rigidity, repetition, or overtraining. The future of human–machine interaction should enhance the body’s natural equilibrium, empowering individuals to move with greater awareness, longevity, and purpose.

AI-powered sensors and wearables will track joint function, range of motion, and load distribution in real time. This enables subtle corrections during daily movement or exercise, reducing unnecessary wear and tear.

Bones thrive on the right kind of tension. Too little, and density decreases; too much, and fracture risk rises. AI-driven movement platforms will monitor weight-bearing activity, muscular engagement, and skeletal loading patterns to ensure bones are consistently stimulated at the optimal threshold for maintaining strength. These insights could revolutionize osteoporosis prevention, tailoring micro-movements, posture shifts, and exercise routines to individual skeletal needs.³

Cartilage depends on compression and decompression cycles to absorb nutrients and maintain lubrication.⁴ AI-guided movement systems can recommend sequences that mimic these natural rhythms, ensuring joints remain nourished and fluid. Over time, this approach could extend the life of cartilage and help prevent or slow degenerative conditions such as osteoarthritis.⁵

AI-driven analysis will integrate data from gait, balance, muscle activation, and neuromuscular firing patterns to design movement strategies unique to each individual’s blueprint. This transforms movement from a generic prescription into personalized healthcare—a way to align body mechanics, protect longevity, and enhance vitality across the lifespan.

In the decades ahead, Adjusted Intelligence may integrate with exoskeletons, smart textiles, and even neuro-adaptive training platforms that learn how an individual moves, then provide micro-feedback to refine precision and prevent strain. Movement will no longer be about counting steps or burning calories—it will be about optimizing flow, protecting structure, and unlocking the body’s full potential for resilience and graceful longevity.

A System Recalibrated: Why Adjusted Intelligence Matters Now

The 2025 America's AI Action Plan calls for unprecedented national investment in AI infrastructure and global leadership. Yet, its focus on economic and defense competitiveness leaves a vital gap: the human experience.⁶

At the same time, physicians are sounding the alarm. The 2025 Physician Sentiment Survey revealed only 12% of doctors would recommend medicine as a career—a crisis of purpose and trust.⁷

Clinicians want to heal. Educators wish to guide. Humans want to thrive. Adjusted Intelligence offers the moral framework to ensure AI technologies support these missions—not erode them.

Forward by Design: From Disruption to Partnership

What if AI models were trained on more than data—what if they were trained on the human condition?

Imagine intelligent systems that:

• Predict burnout through voice tone and offer calming interventions.
• Encourage holistic lifestyle alignment over pharmaceutical shortcuts.
• Co-learn with caregivers to support emotional and physiological recovery.

The Adjusted Intelligence model insists that our systems be designed to partner with our lives, not override them.

A New Hippocratic Horizon: Do No Harm—Digitally

We are entering a new ethical era. Just as the physician's Hippocratic oath has guided centuries of care, we must now create digital oaths for our programs.

AI must not manipulate, obscure, or override human well-being.

Just as whole-being care aligns the body for optimal communication and function, so must AI align its processes with the full complexity of human systems: biological, emotional, mental.

The Moonshot: Aligning AI with Whole-Being Health

America is building the infrastructure for an AI-driven future. The 2025 AI Action Plan outlines goals to streamline regulation, expand AI adoption in healthcare, and train the workforce for the age of intelligent machines.

But let’s go further.

Let’s imagine a moonshot initiative to:

• Develop an AI trained in whole-being biometric data
• Create clinical tools that encourage aligned lifestyle choices
• Deliver digital therapeutics that prioritize sustainability, longevity, and self-regulation

This is not anti-tech. This is human-centered tech.

Conclusion: Adjusted Intelligence Is Not Optional, It Is Evolutionary

Technology alone will not sustain us. Aligning AI with whole-being health will.

We stand at a frontier:

• Will we create systems that include the person?
• Will we reward platforms that nurture whole-being health?
• Will we embed purpose, adaptability, and contentment in code?

Adjusted Intelligence asks the questions that will create future answers.

It’s not a rejection of artificial intelligence. It’s a refinement.

It’s the blueprint for an ethical, embodied, and enduring AI future.

Let us make intelligent adjustments. Together.

Endnotes:

¹ McAllister, S. (2025). Adjusted Reality: Supercharge your whole-being for optimal living and longevity. Forbes Books.

² World Health Organization. (2024, December 23). Noncommunicable diseases. WHO. https://www.who.int/news-room/fact-sheets/detail/noncommunicable-diseases

³ Wolff, J. (1986/1892). The Law of Bone Remodeling (Das Gesetz der Transformation der Knochen). Berlin: Springer-Verlag.

⁴ Mow, V. C., & Huiskes, R. (2005). Basic Orthopaedic Biomechanics & Mechano-biology. Philadelphia: Lippincott Williams & Wilkins.

⁵ Felson, D. T., & Zhang, Y. (1998). An update on the epidemiology of knee and hip osteoarthritis with a view to prevention. Arthritis & Rheumatism, 41(8), 1343–1355.

⁶ America's AI Action Plan, The White House, July 2025. Accessible at: https://www.whitehouse.gov/wp-content/uploads/2025/07/Americas-AI-Action-Plan.pdf

⁷ DC Physician Sentiment Survey, The Doctors Company, January 2025. Accessible at: https://www.tdcg.com/insights/future-of-healthcare-2025-survey