Angelito Malicse

Abstract Backpropagation is a fundamental algorithm in artificial neural networks that allows systems to learn efficiently by minimizing errors through feedback and gradient-based optimization. This paper examines the mechanism of backpropagation and demonstrates its natural alignment with the three universal laws proposed by Malicse: the Law of Karma (systems must be free of defects), the Law of Balance (universal equilibrium), and the Law of Feedback/Interconnectedness. Through mathematical description, practical examples, and analogies to natural and electronic systems, this paper argues that backpropagation is not merely a computational tool but a reflection of universal principles governing system efficiency and balance.

Abstract Human individuality can be conceptualized as the evolution of specialized cognitive functions, similar to the specialization of organs in the human body. This perspective highlights inherent knowledge limitations, the inevitability of ignorance, and the implications for trust and collective decision-making. By analyzing individual cognitive specialization, the conditional nature of trust, and mechanisms for societal balance, this paper provides a comprehensive framework for understanding human cognition and social organization.

Abstract Human skill development mirrors the functional organization of the human body. Both systems evolve through specialization, interdependence, adaptation, and balance. This paper explores the parallels between bodily function and individual skill evolution, highlighting principles such as homeostasis, neural plasticity, and systemic harmony. It also explains why individuals cannot be masters of all skills, emphasizing the importance of focus, purpose, and lifelong learning. Practical implications for education, leadership, and personal development are discussed, supported by examples and scholarly references.

Abstract This paper presents the Three Universal Laws formulated by Angelito Malicse as a comprehensive framework explaining the emergence and evolution of complexity in nature — from the Singularity preceding the Big Bang to the development of human technology. The three laws are: (1) the Law of Karma, defined as the principle that every system must be free from defect or error to function properly; (2) the Universal Law of Balance in Nature, which states that all forces and processes in the universe seek equilibrium; and (3) the Universal Feedback Loop Mechanism, which describes the self-regulating process by which systems evolve, learn, and restore balance. By synthesizing insights from cosmology, thermodynamics, biology, cybernetics, and systems theory, this paper argues that these laws provide a unified explanation for how simplicity gives rise to complexity — the very process by which the universe, life, consciousness, and technology emerged.

Abstract Throughout history, millions of individuals have contributed to humanity’s progress, culture, and survival, yet the vast majority remain unrecognized. This paper examines the phenomenon of forgotten legacies, the social and historical forces that lead to their obscurity, and the significance of acknowledging collective contributions in shaping civilization. It explores examples from different periods—ancient builders, scientists, and cultural innovators—while addressing systemic factors such as unequal access to recognition, colonization, and historical bias.

Abstract This paper examines the interaction between man-made systems, human labor, specialization of skills, and the relativity of salary amounts in the context of Purchasing Power Parity (PPP), labor export, overpopulated labor supply, and labor import in wealthy nations with regulated populations. By integrating these factors within the framework of the universal law of balance in nature, the study highlights systemic imbalances in global labor markets, their social and economic consequences, and the pathways toward sustainable and equitable human and economic development.

Abstract This paper develops a framework for achieving economic balance across six critical variables: money supply, salary levels, number of dependents per earner, job creation, prices of goods and services, and the degree of market competition. Each factor is analyzed individually—its role in the economy, mechanisms for adjustment, and illustrative examples—then the inter‑connections are mapped, and policy implications are drawn. The goal is to propose a systemic approach whereby adjustments in one variable can be coordinated with the others to preserve equilibrium and promote sustainable growth, social welfare, and price stability.

Abstract The concept of marriage, while uniquely human in its symbolic and institutional form, is rooted in the same natural laws that govern all life systems. This essay explores how marriage evolved from basic biological pair bonding found in lower species to a complex social mechanism that sustains societal balance. Viewed through the lens of the universal law of balance and the law of cause and effect, marriage can be understood as a self-regulating system that evolved to maintain equilibrium between human instinct, consciousness, and collective stability.

Abstract This paper explores how natural systems, such as typhoon formation, embody the universal law of balance in nature and how human-designed systems—economic, urban, agricultural, and political—can align with these balancing forces. Drawing from both scientific and philosophical perspectives, it argues that environmental and societal crises represent feedback mechanisms triggered by systemic defects. The paper further proposes that sustainable progress requires integrating this principle into educational systems, thereby fostering a new generation capable of designing self-regulating, balanced systems.

Abstract: This paper explores the conceivable trajectory of human innovation in science and technology a million years from now, framed through a systems‑perspective of humans as force‑manipulating entities embedded in nature. Drawing on current trends in neurotechnology, AI, genetic engineering, tool‑use, cultural transmission and feedback loops, we project how humans (or their successors) may transcend present biological, environmental and material constraints. Case‑studies of past innovation are used as analogies, and major future phases are hypothesized: (1) bio‑augmentation and merging with machines, (2) mastery of energy, matter and information at micro‑ and macro‑scales, (3) expansion beyond Earth, (4) cognitive / societal integration and continuous innovation. We also discuss risks, ethical challenges and system‑balance considerations. While speculative, this exercise clarifies how current scientific and technological trajectories might, over deep time, lead to radically different modes of human existence and innovation.

Abstract Human beings have an enduring capacity and inclination to innovate in science and technology. This paper presents a multi‑layered framework that explains the key drivers of this continuous innovation, integrating biological, psychological, social, economic, and existential motivations. Through this framework, we aim to show how these layers interact in a self‑reinforcing cycle of innovation. Illustrative examples from organisational, national, and historical contexts are used to ground the theory. The paper concludes by discussing implications for policy, education, and research.

Abstract: Humans are part of the physical universe and subject to the four fundamental forces of nature: gravity, electromagnetism, the strong nuclear force, and the weak nuclear force. Yet humans exhibit a unique capacity for continuous scientific and technological innovation. This paper argues that human innovation arises from a combination of neural, social, and cultural mechanisms that amplify our ability to manipulate natural forces. Humans innovate more aggressively than other species due to advanced neural systems for abstraction, tool-based amplification of forces, cultural accumulation of knowledge, and self-reinforcing feedback loops. Historical and contemporary examples, from stone tools to nuclear energy and computing, illustrate how humans exploit natural forces to achieve unprecedented technological growth. Recognizing innovation as a natural extension of fundamental forces informs our understanding of human development and its potential risks and responsibilities.

Abstract This paper presents a formal mathematical augmentation of the Wolfram Physics Project (WPP) that enforces three universal laws proposed by Angelito Malicse: the Law of Karma (System Integrity), the Law of Balance (Homeostasis), and the Law of Feedback (Interconnection). By embedding these principles into the rewrite-selection dynamics of hypergraph evolution, the framework aims to unify physical, biological, and cognitive systems under a single law of natural equilibrium. The resulting formulation provides a testable, computationally implementable mechanism that preserves system integrity, enforces homeostatic equilibrium, and enables inter-systemic feedback. This integration not only refines the theoretical structure of the WPP but also aligns it with natural principles governing stable, self-correcting systems, offering implications for physics, biology, and artificial general intelligence (AGI).

Abstract This paper explores the historical and philosophical reasons behind the global spread of communism despite its unproven and often flawed nature as both an economic and political system. It examines the ideological appeal of communism, its historical expansion through revolutionary movements, and its repeated failures in achieving long-term social and economic stability. Using Angelito Malicse’s Universal Formula—particularly the Law of Karma, which emphasizes the law of cause and effect in the context of systems—the paper argues that communism violates the Universal Law of Balance in Nature. By suppressing natural diversity, feedback mechanisms, and adaptive equilibrium, communist systems inherently destabilize themselves, leading to imbalance, inefficiency, and eventual collapse. The discussion concludes that only through understanding and applying the universal laws of balance and systemic homeostasis can societies develop stable and just political and economic systems.

Abstract This paper presents an integrated analysis of typhoon formation as a manifestation of turbulence and self-organization within the Earth's atmosphere. Using the framework of fluid dynamics and thermodynamics, the study explores how chaotic turbulent flows evolve into large-scale, organized structures such as typhoons. Mathematical models, including the Navier–Stokes and vorticity equations, are applied to describe the nonlinear dynamics involved in energy transfer and rotation. The study further integrates the concept of the Universal Law of Balance in Nature, emphasizing that typhoons exemplify nature’s self-regulating process that seeks equilibrium between thermal, kinetic, and environmental forces. The paper also analyzes how climate change, by disrupting this natural equilibrium, contributes to increasing typhoon intensity and frequency.

Abstract Capitalist investment plays a fundamental role in the development and momentum of startup companies. Startups rely heavily on external funding to transform innovative ideas into sustainable enterprises that can thrive in competitive markets. This paper explores how capitalist investors—such as venture capitalists, angel investors, and private equity firms—serve as vital catalysts for startup success by providing capital, mentorship, and strategic direction. Examples from both global and Filipino contexts, including companies like Apple, Google, Tesla, Grab, PayMongo, and Kumu, are presented to demonstrate how investment drives innovation and growth. The paper also examines alternative funding models and discusses the importance of balancing profit with social responsibility.

Abstract Despite being the most intellectually advanced species on Earth, humanity continues to act against the universal law of balance in nature. This paradox reveals that while human intelligence evolved rapidly, moral and systemic wisdom did not. This paper explores how fragmented education, religious dogma, political greed, and scientific misuse have led to global imbalance. It also argues that the solution lies in holistic education that integrates the universal law of balance, ensuring that future human progress aligns with nature’s equilibrium.

Abstract This paper presents a unified framework that connects the mathematical foundations of M-theory in modern physics with Angelito Malicse’s Universal Formula, composed of three universal laws: the Law of Karma (cause, effect, and systems), the Law of Balance in Nature, and the Universal Feedback Loop Mechanism. By interpreting M-theory’s eleven-dimensional field structure and dynamic brane interactions through the lens of natural balance, causality, and feedback, the study provides a philosophical and mathematical synthesis that bridges physics and the laws governing conscious decision-making. This work aims to demonstrate that both the physical universe and conscious systems follow the same underlying natural principles.

Abstract Living and non‑living systems across scales share a common architectural principle: they organize into localized subsystems or nodes which interact to form higher‑level systems. This paper proposes a unified framework in which living organisms, human beings, societies, ecosystems, planetary systems, galaxies and the cosmos itself can each be viewed as nodes at successive levels of hierarchy. It explores why such modular, localized organization evolves and persists, and how it fosters efficiency, robustness, adaptability and emergent complexity. We review empirical and theoretical support for modularity and hierarchy in biological systems, and draw analogies to larger scales — including cosmological structure — to argue that this principle is universal. Implications for education, system design and philosophical understanding of human beings as subsystems in larger networks are discussed.

Abstract This paper presents an interdisciplinary framework describing the global human population as a network of interconnected conscious nodes whose degrees of “defectiveness” determine the stability or imbalance of civilization. Drawing on The Law of Karma – the First Law of Angelito Malicse’s Universal Formula (2025), the analysis integrates systems theory, homeostasis, psychology, and cybernetics to argue that almost every individual functions as a defective node within the collective human system. The severity of each defect varies, creating a gradient from minimal to maximal imbalance. When aggregated, these defects manifest as societal dysfunction, ecological degradation, and political instability. The study concludes that alignment with natural systemic laws—through holistic education and artificial intelligence guided by the Law of Karma—can restore planetary homeostasis.

Abstract This paper explores the hypothesis that 99.99% of the human population functions as defective nodes within the interconnected network of energies and forces in nature. By applying Angelito Malicse’s Universal Formula—comprising the Law of Karma, the Universal Law of Balance in Nature, and the Universal Feedback Loop Mechanism—the paper examines how systemic defects in human cognition, behavior, and social organization create global imbalance. Drawing from systems theory, cybernetics, and thermodynamics, it argues that the restoration of global harmony depends on reprogramming human consciousness through holistic education aligned with natural laws.

Abstract This paper explores the relationship between a country's trade balance—imports and exports—and its foreign exchange rate, through the lens of the Universal Law of Balance in Nature. It argues that sustainable trade equilibrium reflects an economic manifestation of natural homeostasis. When exports and imports are balanced, the currency remains stable, fostering long-term economic growth and social harmony. Conversely, persistent trade imbalances, whether deficit or surplus, disturb this equilibrium, leading to currency volatility, inflation, and social disparity. The study integrates economic theory, case studies, and Angelito Malicse’s Universal Law of Balance in Nature to present a holistic framework for national and global economic stability.

Abstract This paper explores the unique capacity of biological consciousness and intelligence to manipulate energies and forces for survival and to analyze and discover the laws of nature through scientific inquiry and invention. Drawing upon evolutionary biology, neuroscience, physics, and philosophy, the study argues that human consciousness is a self-organizing, self-reflective system that allows nature to understand itself. The paper integrates the concept of the universal law of balance in nature, illustrating how intelligent beings serve as feedback mechanisms, aligning actions with natural order. It demonstrates that the evolution of intelligence and consciousness not only enables survival but also facilitates the discovery and application of natural laws in technology, science, and societal development.

Abstract This paper explores the concept of unconditional understanding as a transformative awakening that dissolves bias and idealistic mentality within the human mind. Drawing upon Angelito Malicse’s Universal Formula and the Universal Law of Balance in Nature, the study examines how awakening true understanding aligns the individual consciousness with natural balance, transcending illusion, prejudice, and ideological fixation. Through philosophical reasoning and psychological reflection, it reveals that only when unconditional understanding awakens from within can humanity achieve collective harmony and freedom from the distortions of belief and idealism.

Abstract This paper examines the psychological and neuropsychological differences between individuals who maintain faith in organized religion and those who leave religion for scientific or rational reasoning. By exploring cognitive styles, moral reasoning, social identity, emotional well-being, and resilience, the study identifies key distinctions in thought patterns, decision-making, and coping mechanisms. Additionally, neuropsychological factors including the prefrontal cortex, amygdala, default mode network, anterior cingulate cortex, and reward pathways are analyzed to elucidate underlying biological mechanisms. Examples from historical, social, and contemporary contexts are provided, illustrating the implications of these differences for individual and societal development.

Abstract This paper examines the intricate relationship among inflation, exchange rates, and relative pricing in the global economy, focusing on the interconnectedness of monetary stability, international trade, and price competitiveness. Using theoretical and empirical perspectives, the analysis explores how changes in domestic inflation influence currency valuation and affect international trade dynamics. Case studies from the Philippines, the United States, China, and the European Union are examined to illustrate the mechanisms of economic adjustment and balance. Furthermore, the discussion integrates the concept of the universal law of balance in nature, demonstrating how economic systems, like natural systems, strive for equilibrium amidst constant feedback and change.

Abstract This paper explores the philosophical and scientific synthesis between Angelito Malicse’s Universal Formula—a conceptual framework grounded on the three universal laws of nature: the Law of Karma (Cause and Effect in Systems), the Law of Balance, and the Universal Feedback Loop Mechanism—and the modern theoretical physics of M-theory, which unites string theories into a higher-dimensional model of the universe. The Universal Formula proposes that all systems, from atomic to cosmic, biological to societal, and conscious to material, operate according to the same natural principles of balance, causation, and self-correction. M-theory, which postulates that all particles and forces are manifestations of vibrating multidimensional strings and membranes, provides a physical parallel to these laws. By examining both perspectives, this paper suggests that the Universal Formula offers a metaphysical and systemic interpretation of M-theory’s mathematical symmetries. It shows that the stability of the universe, as proposed by M-theory, reflects the same self-regulating harmony described by the Universal Feedback Loop Mechanism. The study concludes that Angelito Malicse’s Universal Formula may serve as a philosophical complement to the scientific search for a “Theory of Everything,” linking the evolution of matter, life, and consciousness under one unified principle of natural balance.

Abstract This paper explores the potential application of Angelito Malicse’s Universal Formula—a framework based on the three universal laws of nature—to the seven Clay Millennium Mathematical Problems. These problems, established by the Clay Mathematics Institute, represent some of the most profound unsolved questions in modern mathematics. By examining each problem through the lens of natural balance, causality, and systemic feedback, this work proposes that mathematical truths may ultimately reflect the same universal laws that govern all natural systems.