APS Framework Overview
This article provides a simple overview of the APS framework which is described in more detail in the article Agency, Process, Scale (APS), also in its original scientific publication (Spencer, 2025)
Agency, Process, Scale (APS)
The major features of an agency defined, and process-based, understanding of life.
See also biological agency, plant agency, and plant cognition, and APS Frameworl Overview
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“The APS framework is more than an explanatory model—it’s a compass. It orients biology toward living systems not as machines, but as agents embedded in process and scale, actively maintaining their own existence in dynamic environments.”
What is the APS Framework?
The APS (Agency–Process–Scale) Framework redefines life by emphasizing the active, processual, and multiscale nature of biological systems. It provides a scientifically grounded alternative to mechanistic and reductionist models by focusing on biological agency as the defining feature of life.
A= Agency
Agency is the capacity of a living system to initiate, regulate, and coordinate goal-directed, context-sensitive activity.
Key features of biological agency:
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- Goal-oriented action: Behavior supports persistence, coherence, and adaptation.
- Sensorimotor coupling: Organisms sense and respond to internal and external cues.
- Adaptive behavior: Adjusts based on changing conditions.
- Systemic autonomy: Maintains internal coherence and viability.
- Continuity across life: All living systems exhibit agency, not just animals.
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Biological agency can be summarized as:
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- Agent = the organism or acting system
- Mission = the biological imperative (persistence, adaptation, etc.)
- Means = biological mechanisms and behaviors used to achieve it
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P = Process
Process refers to the ongoing, coordinated activity that sustains a living system.
Key points:
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- Life is not a static substance but a dynamic process.
- Living systems are self-producing (autopoietic) and self-regulating.
- Biological function emerges from process integration, not from isolated parts.
- Functional evolution is shaped by the behavior of whole agents, not just gene selection.
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S = Scale
Scale refers to the multiple, interacting levels at which biological agency and processes occur.
Key distinctions:
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- APS prefers scale (continuous, dynamic) over traditional levels (rigid, hierarchical).
- Biological activity is nested: molecules → cells → organisms → ecosystems.
- Cross-scale interactions are bidirectional: higher scales constrain/enhance lower ones and vice versa.
- Understanding life requires tracking processes across time and organization.
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The Biological Imperative
The biological imperative is the system-level drive of organisms to: persist, cohere, reproduce, adapt, and evolve.
Why it matters:
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- Replaces vague “survival and reproduction” models with a goal-oriented systems perspective.
- Emerges from the structure and function of biological agency itself.
- Explains purpose without invoking mysticism or teleology.
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Why the APS Framework Matters in Biology
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- Replaces mechanistic reductionism with process-based integration.
- Unifies concepts from evolution, development, cognition, and ecology.
- Offers a scientifically rigorous account of plant intelligence and non-neural cognition.
- Centers biology on what organisms do, not just what they’re made of.
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Mnemonic to Remember APS
“Agents in Process across Scale pursue a Biological Imperative.”
Agency–Process–Scale (APS) Framework: a new lens on life
Defining the APS Framework
The Agency–Process–Scale (APS) framework explains life as a coordinated, multiscale process driven by biological agency. It unifies structure, function, and purpose in living systems, offering a fresh alternative to reductionist and gene-centric approaches in biology.
What Is the APS Framework?
Biology has long described life in terms of structure, chemistry, and genetic inheritance. While this has delivered powerful insights, it leaves a gap: life is not static—it is active, adaptive, and purpose-driven. The APS framework bridges this gap by focusing on:
Agency: Living systems act on their own behalf, pursuing survival, growth, and reproduction.
Process: Life is continuous activity—self-producing, self-maintaining, and responsive to change.
Scale: Biological systems operate across interacting scales—from molecular networks to ecosystems and evolutionary time.
This triadic view provides a dynamic, processual account of life that highlights function, coordination, and purposive behavior without relying on anthropomorphism or teleological assumptions.
The Three Pillars of APS
1️⃣ Agency: Living Systems as Active Participants
Organisms are not passive machines.
They sense, respond, and adapt to maintain viability.
Biological functions emerge from this goal-directed activity, not merely from biochemical structure.
2️⃣ Process: Life as Ongoing Activity
Living systems are continuous processes, not fixed objects.
They sustain themselves through metabolic, developmental, and ecological interactions.
Processes define what life is, not just what it contains.
3️⃣ Scale: Interactions Across Levels of Organization
Life unfolds across nested, interacting scales: molecular, cellular, organismal, ecological, and evolutionary.
Processes at one scale influence and depend on others, creating a coordinated whole.
Recognizing scale prevents oversimplified “one-level” explanations of biology.
Why APS Matters in Biology
Traditional biology often emphasizes structure, genes, and immediate causation, leaving out purpose, coordination, and time-dependent processes. The APS framework:
Explains why living systems behave in agent-like ways.
Integrates evolutionary, ecological, and physiological perspectives.
Offers a foundation for studying plant cognition, non-neural intelligence, and adaptive behavior.
Helps reconnect biology with function and purpose without invoking mysticism or final causes.
APS in more detail
1. Introduction: Why Agency Matters in Biology Now
The APS framework begins with a simple but powerful observation: agency is expressed throughout the living world. Organisms move, grow, adapt, reproduce, and persist in environments that are often unpredictable and hostile. Yet modern biology has long treated this purposive, goal-directed activity as either metaphorical or heuristic—a convenient way to describe living systems, but not something literally real.
This dismissal of agency is historically understandable but conceptually problematic. As biology developed under the influence of Newtonian mechanics, terms like purpose, goal, and function were increasingly viewed with suspicion—tainted by associations with theology, vitalism, and anthropomorphism. In seeking to purify its language and secure its status as a mechanistic science, biology excluded agency and teleology, favoring molecular mechanisms and gene-centered explanations.
But something essential was lost. Organisms are not passive machines assembled by genes. They are active, dynamic systems that engage with their environments, regulate internal conditions, and shape the circumstances of their own persistence. Even evolution, when understood mechanistically, fails to account fully for the purposive behavior of organisms themselves.
This article presents a renewed account of biological agency grounded in the Agency–Process–Scale (APS) framework [Spencer, 2025]. APS reinterprets life as fundamentally agential, processual, and multiscalar. In alliance with the Evolutionary Extended Synthesis (EES) [Pigliucci & Müller, 2010; Laland et al., 2015], it challenges the reductionism of the Modern Synthesis and addresses the fragmentation of contemporary biological disciplines. It proposes a coherent foundation for understanding organisms not as passive products of external forces, but as systems defined by their capacity to act, adapt, and persist.
The following sections trace the historical displacement of agency in biology, identify the philosophical and scientific reasons for its return, and articulate a non-anthropocentric, scientifically grounded theory of life built around agency. The core claim is that biological agency is not an illusion or metaphor, but a real, observable, and necessary feature of life—the central fact around which biological science should be organized [Nicholson, 2014; Walsh, 2015; Levin et al., 2021].
2. Historical Foundations of Agency in Biology
Aristotle: purpose in nature
For Aristotle, biological explanation was inherently teleological. Living things were organized in ways that reflected internal goals: the eye is for seeing, the wing for flying. His concept of final cause grounded life in purpose—not as a supernatural force, but as an intrinsic organizing principle. Form and function were unified in the structure and development of the organism [Aristotle, Physics].
This perspective shaped Western biological thought until the Scientific Revolution, when the success of mechanistic physics prompted biology to reinterpret organisms as machines—systems reducible to physical laws acting on parts.
Kant: Teleology as a Heuristic
Immanuel Kant attempted to reconcile mechanism and purposiveness. He argued that organisms must be treated as if they were purposive systems, because their organization resists reduction to mechanical interactions. However, for Kant, this purposiveness was not in nature but in our mode of cognition [Kant, Critique of Judgment, 1790]. This compromise allowed biology to retain teleological language while denying its ontological status.
Darwin: naturalized purpose
Charles Darwin offered a breakthrough by explaining function, design, and adaptation through natural selection. Purpose no longer required a divine designer but could be explained through descent with modification and differential survival. Organisms appeared purposeful because purposeless processes favored those that behaved as if they had goals [Darwin, 1859].
However, Darwin did not eliminate purpose—he naturalized it. Biological functions were now interpreted in terms of their contribution to survival and reproduction. But over time, this nuanced view was overshadowed by gene-centric and mechanistic interpretations, culminating in the Modern Synthesis—a powerful but incomplete framework that marginalized organismal activity and agency [Walsh, 2015; Noble, 2012].
3. The Problem with the Standard Model
Modern biology remains shaped by the legacy of gene-centrism, reductionism, and skepticism toward agency. Within this Standard Model:
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- Genes are treated as the primary causal units; organisms are vehicles.
- Agency is reserved for human minds; non-human behavior is mechanized.
- Teleological language persists in practice but is dismissed as metaphor.
- This has led to enduring conceptual errors:
- Conflating biological functions with cognitive intentions.
- Treating goal-directed behavior as merely metaphorical.
- Neglecting how organisms actively shape their evolutionary environments.
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As a result, biology explains how traits are selected, but not how they arise, integrate, or persist within complex living systems. Without a robust theory of agency, biology cannot fully account for what differentiates the living from the non-living.
APS addresses this shortcoming by redefining agency as a real, evolving feature of biological systems—not a cognitive artifact, but a biologically grounded, multiscale phenomenon.
4. The APS Framework: Agency, Process, and Scale as Foundations of Life
The Agency–Process–Scale (APS) framework [Spencer, 2025] presents a unified theoretical model for biology that integrates neglected yet essential concepts: agency, purposiveness, and organismal unity. These principles define life not in terms of what it has, but what it does.
Agency
Agency in APS is defined not by consciousness, but by the system’s capacity to initiate, regulate, and coordinate its activity to support its own persistence. This includes homeostasis, repair, adaptation, reproduction—core features found in all living organisms, from bacteria to humans.
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- Agency is graded, not binary. It evolves across species and scales:
- Minimal in bacteria.
- Integrated in multicellular organisms.
- Cognitive in animals.
- Reflective in humans.
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This view avoids both mechanistic reductionism and human exceptionalism, situating agency as a natural property of evolving systems [Moreno & Mossio, 2015].
Process
Biological systems are living processes—not static objects composed of parts, but dynamic patterns unfolding in time. Metabolism, movement, reproduction, adaptation—these are ongoing activities. APS aligns biology with process philosophy and systems theory, emphasizing coordinated flows over static structures [Nicholson & Dupré, 2018].
Scale
Life operates across nested, interacting scales—molecular, cellular, organismal, ecological. Causation is multidirectional and recursive: genes affect cells, cells regulate genes; organisms shape ecosystems, ecosystems shape evolution.
APS foregrounds scale as an analytic tool. It replaces static “levels” with dynamically coupled scales, situating the organism as the point where multiple processes converge, integrate, and act coherently [Levin et al., 2021; Bizzarri et al., 2013].
5. Clarifying Biological Agency
To serve as a foundation for biology, agency must be defined in biological, not metaphorical, terms. APS offers a functional definition:
Biological agency is the capacity of a system to sense, respond to, and regulate its conditions to preserve its own functional integrity.
This includes:
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- Autonomy – regulation not dictated by external forces alone.
- Goal-directedness – purposive behavior that supports viability.
- Adaptivity – responsiveness to environmental feedback.
- Integration – coordination of parts for coherent function.
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These properties are evolutionarily distributed across life. APS distinguishes agency by degree:
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- Minimal agency: bacteria monitoring gradients.
- Integrated agency: multicellular cooperation.
- Cognitive agency: learning and choice.
- Reflective agency: human deliberation and abstraction.
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Rejecting the Metaphor Fallacy
Critics often dismiss terms like “want,” “decide,” or “seek” as anthropomorphic metaphors. APS challenges this metaphor fallacy: the assumption that if purposive language sounds human-like, it must be non-literal.
Instead, such language tracks real processual features: goal-oriented activity that evolves, adapts, and supports viability. The challenge is not to eliminate intentional language, but to biologically ground it [Godfrey-Smith, 2009; Levin, 2022].
6. Organisms as Paradigmatic Agents
Within APS, the organism is the paradigmatic agent—the locus where multiscale processes integrate into coherent, purposive activity.
Multiscale Unity
Organisms are not part-collections but functionally integrated wholes. Their components—cells, tissues, organs—cooperate to support persistence. Organisms exist within ecological, developmental, and evolutionary contexts, shaping and being shaped by them [Mossio & Bich, 2017].
APS centers the organism as the processual hub of biological agency.
From Levels to Scales
Traditional biology invokes hierarchical “levels”—genes, cells, organisms. APS reframes this as nested scales of spatiotemporal organization, with recursive causation rather than vertical hierarchy. This avoids reifying levels and better captures the dynamics of biological organization [Love & Brigandt, 2017].
Individuation and Persistence
What makes organisms distinct is their ability to maintain identity over time through:
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- Metabolic closure
- Normative regulation
- Adaptive response
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This individuated persistence is the hallmark of agency and a defining feature of life.
7. Human Agency as a Case of Biological Agency
Human agency, though complex, is not categorically distinct. APS treats it as a biological elaboration, continuous with evolved agential systems.
Biological Roots of Human Behavior
Cognitive traits such as deliberation and norm formation are built on biological functions:
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- Decision-making emerges from behavioral plasticity.
- Values evolve from adaptive preferences.
- Language and culture extend social agency already present in other species.
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Proximate and Ultimate Causes
APS integrates proximate (cognitive, emotional) and ultimate (evolutionary) explanations, showing human action as both biologically grounded and evolutionarily significant [Tinbergen, 1963; Bateson & Laland, 2013].
Mind as an Extension of Agency
Rather than invoking mind to explain agency, APS treats mind as an evolved extension of agency. Cognition becomes one manifestation of life’s general capacity to act in service of persistence [Thompson, 2007; Allen & Bickhard, 2013].
8. The Evolution of Agency
Agency evolves. From minimal self-maintenance to cognitive and reflective systems, life has expanded its capacity to act, adapt, and construct its conditions of persistence.
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- Enactive Progression
Minimal agency: basic responsiveness. - Sensorimotor: guided movement.
- Interactive: social coordination.
- Cognitive: learning, memory, problem-solving.
- Enactive: niche construction and self-modification [Di Paolo et al., 2017].
- Enactive Progression
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This progression reflects diverse evolutionary paths, not a single linear scale.
Organisms as Evolutionary Participants
Organisms shape their own evolution through:
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- Niche construction
- Behavioral plasticity
- Epigenetic inheritance
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APS treats organisms as participants, not just substrates of selection [Odling-Smee et al., 2003; Laland et al., 2014].
Functional Evolution
Agency links functional innovation, integration, and inheritance. Traits emerge and stabilize not because they are coded in genes, but because they contribute to persistent, integrated agency [Wouters, 2005].
9. Implications for Biological Theory – Redefining Life
Life is not a list of molecules but a persistent, processual, multiscale agency. A living system is one that:
Maintains itself through internal processes.
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- Adapts to environmental change.
- Integrates parts toward unified function.
- Evolves by refining agency.
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Rethinking Causation
Causality in APS is:
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- Multiscalar
- Distributed
- Bidirectional
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Organisms don’t just react; they constrain, generate, and modulate causal flows [Hoel et al., 2013].
Naturalizing Teleology
Biological functions are not mind-imposed; they are roles within agential systems. Teleology becomes a biological reality, not a metaphysical speculation [Cummins, 1975; Mossio et al., 2009].
Biological Agency Without Teleology: The Keystone Argument of APS
- The Challenge
Biology has long wrestled with the fact that living systems appear purposeful: they grow, repair, reproduce, and act in ways that maintain their own persistence. Yet scientific explanation traditionally rejects teleology—the idea that life acts “for the sake of” future ends—as unscientific or anthropomorphic. The APS framework (Agency–Process–Scale) addresses this by naturalizing purposiveness: grounding agency in the physical and processual organization of living systems, not in conscious intention or external design.
- Defining Biological Agency
Biological agency is the capacity of a living system to initiate, coordinate, and sustain activity that preserves its own viability, coherence, and functional organization across time and scale.
This is not a mental property but a dynamical one: a product of the system’s self-producing, self-regulating processes (autopoiesis, constraint closure, energy and information flows). Agency is real because it is causally efficacious—the organism actively selects, modifies, and regulates interactions with its environment to maintain itself.
Non-Teleological Purposiveness
APS rejects external or future-driven purpose. Instead:
Intrinsic Normativity: The “goals” of living systems (e.g., maintaining homeostasis, repairing damage, reproducing) emerge from their material organization. What counts as “success” or “failure” for an organism is defined internally: loss of organization means death.
Functional Evolution: Evolutionary processes refine and expand these agential capacities without adding intention. Organisms do not act for evolution; rather, evolution acts through organisms’ persistent agency.
Causal Closure: Agency arises from real, present-time constraints on flows of matter and energy that keep the system intact. It is this closure of processes—not foresight—that gives rise to biological directionality.
- Implications for APS
Life as Process: Living is an ongoing coordination of processes aimed at persistence; agency is this coordination in action.
Scalability: Agency is not binary but distributed across scales (molecular → cellular → organismal → ecological), each level contributing to persistence.
Cognition and Meaning: Sense-making, responsiveness, and information use are natural consequences of agency; cognition is life acting with agential meaning, not mental representation.
Biological Imperative: Every living system embodies a built-in imperative to continue living, a dynamical fact of its organization, not a teleological “goal.”
Keystone Claim:
Biological agency is the necessary and sufficient condition for life, fully explainable as a process of self-sustaining organization that generates apparent purposiveness without appeal to final causes. APS builds from this principle to unify biological theory around agency, process, and scale.
Unifying the Life Sciences
APS provides conceptual coherence across fields:
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- Genetics: situates genes within dynamic systems.
- Development: sees form as emerging from agential processes.
- Ecology: emphasizes reciprocal organism–environment agency.
- Evolution: reframes selection as a dialogue, not a filter.
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10. Conclusion: A New Paradigm for the Life Sciences
The Agency–Process–Scale framework offers a robust alternative to reductionist biology. It shifts emphasis:
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- From structure to process.
- From parts to whole-system coordination.
- From levels to interacting scales.
- From passive objects to active agents.
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APS does not reject molecular or evolutionary insights—it recontextualizes them within a richer ontology. At a time when biology must grapple with complexity—from cognition to ecosystems to climate change—APS provides a theoretically integrated, organism-centered, and dynamical account of life.
To study life, under APS, is to study what it means to act, persist, and evolve in a changing world.
The APS framework acknowledges that agency is everywhere in the natural world—organisms move, grow, adapt, reproduce, and persist in environments that are often unpredictable and hostile. Yet modern biology has long treated this purposive, goal-directed activity as either metaphorical or heuristic—a convenient way to speak about living systems, but not something literally true.
This dismissal of agency is both historically understandable and conceptually problematic. As biology grew into a mechanistic science in the shadow of Newtonian physics, concepts such as purpose, goal, and function came under suspicion for their associations with theology, vitalism, and anthropomorphism. In an effort to purify its language, biology cast out teleology and agency—seeking instead explanations rooted in molecular mechanisms and gene-centered inheritance.
But something vital was lost. Organisms are not passive machines assembled by genes; they are active systems that engage their environments, regulate their internal processes, and shape the conditions of their own persistence. Evolution itself, understood mechanistically, cannot be fully explained without accounting for the purposive behavior of organisms.
This article presents a renewed account of biological agency, grounded in a contemporary theoretical framework: Agency–Process–Scale (APS) (Spencer, 2025). The APS framework reinterprets life as fundamentally agential, processual, and multiscalar—along with the Evolutionarily Extended Synthesis (EES) it challenges the reductionism of the Modern Synthesis and the fragmentation of current biological disciplines. It offers a new foundation for understanding organisms not as objects moved by external forces, but as systems defined by their capacity to act, adapt, and persist.
This article traces the historical displacement of agency from biological thought, identifies the philosophical and scientific challenges that demand its return, and articulate a scientifically grounded, non-anthropocentric theory of life built around agency. It argues that biological agency is a real, observable, and necessary feature of life—not an illusion or metaphor, but the central fact around which biological science should be organized.
APS Glossary – Key Terms
Agency – The capacity of a living system to initiate, coordinate, and sustain goal-directed activity in response to internal and external conditions. In the APS framework, agency is biologically grounded—emerging from the system’s functional organization and expressed through processes such as sensing, regulating, adapting, and persisting across scales.
Agent – A system that exhibits agency. In biology, this is typically an organism—an integrated, multiscale unity capable of context-sensitive, goal-directed behavior that serves its own persistence and coherence. Agents regulate their own activity in accordance with the biological imperative.
Agential Realism (in Biology) – The view that agency is not limited to conscious minds but is an intrinsic, observable property of living systems. APS supports this naturalized version of agential realism, grounding purposiveness in the functional and organizational properties of life rather than anthropocentric metaphors.
APS (Agency–Process–Scale) – A theoretical framework that places agency at the center of biological explanation, recognizes process as the fundamental substrate of living systems, and treats scale as essential for understanding multilevel coordination. APS offers a non-reductionist alternative to the Standard Model by emphasizing the dynamic, purposive, and self-organizing nature of life.
Autopoiesis – The self-producing, self-maintaining process by which living systems generate and sustain their own boundaries and internal organization. A foundational concept that complements agency and process in APS by explaining biological selfhood.
Biological Agency – The intrinsic capacity of living systems to act on their own behalf to sustain coherence, regulate activity, adapt to change, and pursue continued existence. Biological agency is enacted through dynamic internal processes and is grounded in the system’s organization, not imposed externally.
Biological Axiom – The biological axiom has traditionally been expressed as the principle that living systems survive and reproduce. While accurate as a summary of observable outcomes, this formulation is limited in scope and fails to capture the full dynamics of life. Within the APS framework, the axiom is broadened to include not only survival and reproduction but also adaptation and evolution. This expanded formulation enhances the axiom’s explanatory power by accounting for the system’s capacity to respond flexibly to changing conditions and to generate long-term functional innovation. It also aligns the axiom more closely with both proximate and ultimate causation, bridging developmental and evolutionary perspectives. Nevertheless, the biological axiom, even in its expanded form, remains descriptively inert unless interpreted through the purposive activity of agents acting on the biological imperative. In this view, the outcomes summarized by the axiom result from the internal organization and self-regulatory capacities of living systems, not from external imposition or metaphorical projection.
Biological Cognition – The capacity of living systems to sense, evaluate, and respond to relevant conditions in ways that support survival and functional integration. In APS, cognition is not limited to brains or minds but is a property of biological organization—observable in processes such as perception, memory, signaling, and adaptive behavior.
Biological Imperative – The biological imperative refers to the intrinsic drive of living systems to sustain, adapt, and regenerate their own organized existence over time. Unlike the biological axiom, which summarizes outcomes like survival and reproduction, the biological imperative focuses on the purposive activity of organisms—their active striving to maintain viability in changing environments. This imperative is not imposed from outside but emerges from within: it is expressed through the system’s capacity for self-regulation, responsiveness, and functional integration. It underpins all forms of biological agency, shaping behavior, development, and evolution. In the APS framework, the biological imperative serves as the guiding principle that links agency with process and scale, giving purpose a naturalized and observable basis in the dynamics of living systems.
Developmental Agency – The capacity of an organism to actively guide its own development through internal regulatory processes, rather than being passively shaped by genes or environment.
Extended Evolutionary Synthesis (EES) – A contemporary framework that extends the Modern Synthesis by integrating developmental systems, plasticity, niche construction, epigenetics, and organism–environment feedbacks. It aligns with APS in emphasizing reciprocal causation, active organisms, and non-genetic inheritance mechanisms.
Functional Equivalence – Functional equivalence refers to the capacity of structurally different components or processes to perform the same biological function. For example, different organisms may evolve distinct mechanisms to achieve similar outcomes, such as nutrient absorption or locomotion. Within the APS framework, functional equivalence highlights the adaptive flexibility of life: what matters biologically is not how a function is achieved, but that it is achieved in a way that supports the organism’s continued existence. This principle helps explain the diversity of life while reinforcing the unity of its functional aims. It also reveals how agency can be expressed in different material forms, and why similar purposive behaviors can emerge from very different biological architectures. Recognizing functional equivalence strengthens the case for a multiscale and processual understanding of life.
Functional Evolution – Functional evolution refers to evolutionary change understood through the lens of biological function rather than genetic variation alone. It emphasizes the continuity of function across generations, focusing on how traits, processes, and strategies that support coherence, adaptability, and persistence are conserved, transformed, or repurposed over time. By integrating adaptation and evolution into a unified account, this perspective highlights how internal regulatory processes and agentive behavior shape evolutionary trajectories. Within the APS framework, functional evolution connects proximate functions—such as homeostasis, sensing, or regeneration—with their evolutionary consequences, offering a more integrated view of development, behavior, and selection. It underscores that evolution is not merely a product of external pressures but is actively constrained and directed by the functional organization of living systems.
Functional Organization – The dynamic pattern of processes and constraints by which a system maintains its integrity, coordinates internal regulation, and enacts agency. It underlies biological functions and allows for purposeful responses across changing contexts and scales.
Homeostasis – The active maintenance of internal stability and functional coherence despite external or internal perturbations. Central to agency and internal regulation.
Internal Regulation – Processes by which living systems monitor and adjust their internal states to maintain functional organization, enabling agency across scales.
Internalism (Biological) – The perspective that explanation in biology must begin from within the system—from its organization, agency, and internal regulatory dynamics. APS emphasizes internalism as a corrective to externalist accounts that over-rely on genes, selection, or environment to explain living activity.
Level – A traditional descriptive category in biology (e.g., molecule, cell, organism, ecosystem). Although useful, “levels” imply fixed hierarchies and one-way causation. APS replaces this with a multiscale perspective that emphasizes dynamic coordination across interacting scales.
Metaphor Fallacy – The mistaken belief that language of purpose, agency, or cognition in biology is purely metaphorical. APS rejects this fallacy, insisting that purposive activity is a real and observable aspect of living systems and should be treated as scientifically legitimate.
Multiscale Causation – The principle that biological causation operates reciprocally and dynamically across multiple temporal, spatial, and functional scales.
Multiscale coordination – is the process by which living systems integrate activities across different levels of organization—molecular, cellular, physiological, ecological, and evolutionary. No level acts in isolation; instead, biological systems sustain themselves by coordinating processes across time and space. For example, a plant’s response to drought involves molecular signaling, changes in cell behavior, systemic water regulation, and developmental adaptation over time. In the APS framework, multiscale coordination is essential to agency: it allows a living system to act as a coherent whole despite being composed of many interacting parts. It also grounds purposive behavior in real, observable mechanisms that link proximate regulation with ultimate evolutionary outcomes. Without multiscale coordination, agency would fragment and the organism would fail to maintain its identity over time.
Naturalized Purpose – Purpose understood as an intrinsic, functional orientation of living systems, not as an imposed or mental construct. In APS, purpose is expressed through the biological imperative, enacted through agency, and grounded in the system’s internal organization and continuity.
Non-Neural Cognition – Cognitive processes occurring without a nervous system, such as in plants or microbial communities, supporting the idea of cognition as a biological capacity rather than a mental state.
Organizational Closure – A network of mutually dependent processes and constraints in living systems that form a self-sustaining organization, fundamental to biological agency.
Organism – The paradigmatic biological agent: a self-producing, self-regulating, and self-maintaining unity of interdependent processes. Organisms are not passive outcomes of genes or selection but active, adaptive participants in their own development and evolution.
Process – The continuous, dynamic activity by which living systems generate and sustain themselves. In APS, processes are both the medium of biological function and the vehicle of agency. They operate across molecular, physiological, behavioral, and ecological domains and are coordinated through internal regulation.
Reciprocal Causation – Two-way causal interactions between organism and environment or among biological scales, contrasting with one-way mechanistic causation.
Scale – A dimension of biological organization (spatial, temporal, energetic, or functional) through which systems regulate activity and coordinate function. APS treats scale as multivariate and continuous, not hierarchical. Agents integrate across scales to maintain coherence and respond adaptively to change. cf. level.
Self-Regulation – The ongoing adjustment of an organism’s internal processes to maintain coherence, pursue goals, and adapt.
Standard Model (of Modern Biology) – A shorthand for the dominant 20th-century biological paradigm that explains life in terms of molecular causation, gene-centered evolution, and mechanistic processes. The Standard Model tends to exclude purposive, organizational, or agentive explanations, which APS seeks to reintegrate into biological science.
Teleonomy – The apparent purposefulness or goal-directedness of biological functions and structures as explained by evolutionary and organizational processes.
Teleology (Naturalized) – An explanation of goal-directedness grounded in biological organization and agency, not invoking metaphysical or mentalistic assumptions.
Threshold of Life –The threshold of life defines the minimal set of conditions a system must satisfy to be considered alive within the APS framework. First, the system must demonstrate autonomy by producing and maintaining itself over time. It must show biological agency, meaning it actively regulates and adapts its internal and external interactions to sustain its existence. Functional integration is essential, with parts working together to maintain coherence and enable adaptive responses. Life also requires processual continuity, where the system continuously engages in dynamic activities that build and modify its own structure and function. Moreover, the system operates across multiple scales—temporal, spatial, and organizational—coordinating activities to maintain viability. The capacity for adaptation allows the system to adjust behavior and internal states in response to environmental changes. Crucially, the system must be capable of reproduction to ensure persistence across generations, and it participates in evolutionary processes that allow functional and structural changes over time. Together, these conditions place a system above the threshold of life, distinguishing living agents from non-living matter. The APS framework emphasizes that this threshold is not defined by any single criterion but emerges from the integration of agency, ongoing process, and multiscale organization.
Vitality – The qualitative aspect of living systems characterized by continuous self-generation, adaptive responsiveness, and purposive activity.
The Nature of Life
In contemporary science, life is often characterized as a subset of matter that has been shaped by natural selection. According to this widely accepted view, living systems are semi-autonomous entities whose form and function result from the accumulation of genetic information filtered through the sorting algorithm of evolution. Consciousness, in this framework, emerges as a further refinement in certain organisms, and human cognition is seen as a peak of complexity—distinguished by foresight, abstract reasoning, and language. This model implicitly treats life as an outcome of past selection acting on otherwise inert matter, with agency and purposiveness reserved for sentient or human organisms.
In contrast, the APS and biological imperative perspective reframes life not as a passive product of evolutionary sorting, but as a dynamic, self-organizing process grounded in biological agency. Life, in this view, is defined by an intrinsic imperative—to persist, grow, regenerate, and reproduce—manifest in the capacity of living systems to regulate themselves and interact adaptively with their environments. This imperative gives functional expression to the biological axiom, while agency provides the means by which it is enacted. Agency is not limited to sentient organisms; it is present from the simplest cells to the most complex ecosystems. Rather than drawing categorical boundaries between physics, life, and mind, APS emphasizes the continuity of processes across scales, where new forms of function and organization emerge through nested coordination.
Whereas mainstream views often treat life as a subset of matter governed by physical laws and historical selection, the APS framework sees life as a distinctive organization of matter—defined by its active, purposive engagement with the world. Consciousness and cognition are thus not departures from biology, but elaborations of this fundamental agential capacity. From this standpoint, the disjunctions often posited between inert matter, life, mind, and culture dissolve into a continuum of processes, unified by their capacity to sustain, coordinate, and evolve meaningful activity within complex environments.
Agency, Process, Scale (APS)
The Agency–Process–Scale (APS) framework (Spencer, 2025) offers a reimagining of life that places biological agency—the capacity of living systems to regulate, adapt, and pursue functional outcomes—at its center. Rejecting static classifications and anatomical checklists, APS portrays life as a dynamic and multiscale orchestration of purposeful activity, from cells to ecosystems. Where traditional biology leans on mechanistic, bottom-up models and rigid hierarchies, APS emphasizes reciprocal, relational processes that sustain coherence across scales. It seeks not merely to describe what organisms are made of, but to understand what they do to persist and evolve. In contrast to fragmented disciplinary approaches, APS integrates insights from genetics, physiology, ecology, and beyond, uniting them under the functional lens of agency. It reframes cognition, adaptation, and development as expressions of a system’s intrinsic capacity for self-maintenance and evolutionary participation. Rather than reducing biological meaning to molecular mechanisms, APS broadens the scope of inquiry to include plant intelligence, microbial communication, and non-neural cognition—domains often overlooked or marginalized. Ultimately, APS defines life not by structural traits but by its recursive enactment of purposive function across scale, offering a cohesive theory grounded in agential organization and processual integration.
For the APS (loosely):
Agency - the capacity to act
Biological imperative - goal of action
Process - how the goal is pursued
Scale - where/when action occurs
Life, Agency, and the Biological Imperative
What is life? In the Agency–Process–Scale (APS) framework, life is most coherently defined by the biological imperative—the intrinsic tendency of living systems to sustain, adapt, and regenerate their own organized existence across time. This imperative is not a metaphor or heuristic but a scientifically grounded propensity that unifies life’s continuity, coherence, and capacity for evolution.
The biological axiom—that organisms survive, reproduce, adapt, and evolve—describes what life must achieve. The biological imperative explains how: it expresses the internal drive that distinguishes living systems from non-living matter. Unlike any specific structure or trait, the imperative identifies a system-level orientation enacted through sustained, self-organizing activity.
Biological agency is the means by which the biological imperative is realized. Agency is the capacity of a system to coordinate internal processes and environmental interactions in ways that promote its own viability. It is not a fixed trait, but a dynamic, multiscale process—sensitive to context, shaped by evolution, and expressed in behavior. While the imperative defines the condition of being alive, agency defines how that condition is enacted and maintained in practice.
Genes contribute critically by storing and transmitting viable organizational patterns, and natural selection shapes which patterns persist. But neither genes nor selection define life in themselves. The biological imperative precedes them both: life emerges from the capacity to maintain functional coherence in the face of change. Without agency enacting this imperative, there would be no evolutionary process for selection to act upon. In this sense, selection shapes the forms agency takes, but agency underpins the evolutionary process itself.
The most direct manifestation of the biological imperative is behavior—the system-level coordination of perception, regulation, and action aimed at maintaining functional integrity. Such behavior is not confined to movement or sentience, but includes any organized, adaptive response to internal or external change, across all forms of life.
The biological imperative is not an external goal or fixed endpoint, but an emergent, internal orientation: the organized propensity of life to persist, adapt, and regenerate itself. Through this lens, life is defined not by structure or program, but by the agency that enacts this imperative across time. It is this integration of imperative and agency that grounds the APS framework’s naturalized, processual, and scalable theory of life.
Theoretical Biology
Theoretical biology is undergoing a foundational transformation, as the principles of agency, process, and scale (APS) reframe longstanding assumptions about life and evolution. Central to this shift is the recognition that agency and cognition are not exclusive to sentient or human organisms, but are fundamental, organizing features of all living systems. In this emerging view, life is defined by the biological imperative—the intrinsic tendency of living systems to sustain, adapt, and regenerate their organized existence across time through coordinated activity and interaction with their environments.
Biological agency refers to the internal capacity of organisms to act upon, regulate, and respond to their internal and external conditions in a unified, context-sensitive, and goal-directed manner. This agency is not an abstraction but an operational feature of living systems, manifest in their ability to pursue the functional continuity of life across scales. It is expressed not only in survival or reproduction, but in the active regulation of metabolic, developmental, behavioral, and evolutionary processes—what the APS framework identifies as agentive processual systems.
Such agency depends on internal organization capable of monitoring, evaluating, and responding to relevant conditions. This is the basis of biological cognition, understood broadly as the capacity to sense, process, prioritize, and coordinate information for functional purposes. Cognition, in this view, is not confined to nervous systems or neural architectures; it is a multiscale and evolutionarily conserved phenomenon, emergent from the functional organization of living processes—from molecular signaling and gene regulation to physiological plasticity and collective behavior.
These cognitive capacities are expressed through functionally equivalent structures and behaviors across diverse forms of life. Human cognition is thus a highly evolved—but not categorically unique—instantiation of biological cognition. Yet anthropocentric bias and subjective introspection have led us to impose the language of human mental states—such as belief, intention, and desire—onto organisms whose adaptations are functionally similar but structurally and evolutionarily distinct. This practice, often dismissed as metaphor, conceals a deeper issue: the absence of a formal, comparative language for functional homology. While biology has long established structural homology, it still lacks rigorous tools for identifying and describing shared functional strategies across diverse organisms.
This reconceptualization aligns with the Extended Evolutionary Synthesis (EES), which emphasizes that organisms are not passive recipients of selection pressures but active participants in shaping their evolutionary paths through niche construction, developmental plasticity, and epigenetic inheritance. The APS framework extends this insight by recognizing agency itself as a conserved, generative feature of life—a unifying principle rather than a derived trait.
This shift has profound implications. It reframes our understanding of life, cognition, and evolution, and challenges entrenched boundaries between human and non-human life. It expands the scope of theoretical biology by grounding it in a multiscale, process-oriented account of living systems—one that recognizes biological agency as both a scientific concept and a philosophical foundation. It also opens new empirical and ethical domains, inviting us to engage with other organisms not as mechanistic objects or metaphorical minds, but as fellow agents participating in the shared project of life.
Life: In Principle & Practice
Life, in principle, is defined by a system’s capacity to survive, reproduce, adapt, and evolve—a set of minimal conditions referred to here as the biological axiom. These criteria mark the threshold between living and non-living systems by identifying what is required for persistence across generations under evolutionary dynamics.
In practice, these abstract conditions are realized through the biological imperative: the intrinsic tendency of living systems to sustain, adapt, and regenerate their own organized existence over time. Where the axiom defines what life must achieve to count as living, the imperative describes how life actually achieves it—through self-organizing, internally coordinated processes that maintain viability.
This distinction is critical. The axiom sets the theoretical boundary of life; the imperative reveals its lived dynamics. Considered separately, each has limits: the axiom can appear static and formal, the imperative open-ended and descriptive. But taken together, they offer an integrated account of biological agency: the capacity of a system to act on its own behalf, guided by internal norms aimed at continued existence.
Biological agency arises from this coupling. Organisms enact the imperative because they fulfill the axiom; they are self-regulating systems shaped by evolutionary necessity. Agency is not imposed from outside, but emerges from the need to remain viable, adaptive, and self-renewing in a changing world.
This framework reveals three interrelated conceptual layers: the ontological (what life is), the functional (what life does), and the theoretical (how life is explained).
Evolution, while not enacted by individual organisms, remains a core part of the axiom, ensuring continuity between organismal activity and long-term evolutionary outcomes.
The Organism
Biology is the study of agentive systems—their components, capacities, and coordinated interactions across scales. This perspective is foundational to the APS (Agency–Process–Scale) framework, which integrates organisms, their parts, and their ecological and evolutionary contexts within a unified, process-centered science of life.
The organism is a key unit of analysis in APS biology—analytically, methodologically, epistemically, and ontologically. As a coherent, self-maintaining, and adaptively regulated system, the organism exemplifies multiscale biological agency. It serves as a primary reference point for classification (as in species), ecological integration, and evolutionary transformation, and is central to biological description and explanation.
Although the parts of organisms—structures, processes, and behaviors, including genes and cells—exhibit localized autonomy and function, their agency is embedded within and coordinated by the higher-order adaptive dynamics of the whole organism. Organisms operate as multiscale, self-determining agents that integrate and regulate their components toward system-level goals. They therefore constitute major causal nexuses in the biological web of interdependence, expressing a degree of agential coherence not found at lower or broader organizational scales.
Overemphasis on explanatory 'levels' such as molecular genetics reflects a fragmented, hierarchical bias that obscures the organizing role of scale in biological systems (see biological hierarchy). The APS approach replaces this with a scale-sensitive framework grounded in functional integration and processual continuity.
Organisms are biological agents: they act on and respond to their conditions of existence in flexible, adaptive ways. While agency is often narrowly associated with sentience, intention, and deliberation—hallmarks of human cognition—it is more broadly manifested in the capacity of all organisms to pursue survival, reproduction, adaptation, and evolutionary persistence. Human agency is thus a complex, highly elaborated, and evolutionarily constrained subset of this general biological capacity.
Adaptation involves not only long-term genetic change but also short-term sensing, evaluation, and response—functions of biological cognition expressed across lineages and organizational scales. These informational and functional processes underlie agency and behavior, whether in bacteria or humans. Human cognition is a specialized, conscious variant of a more general, biologically grounded cognitive capacity.
As a functionally integrated, adaptive, and self-organizing system, the organism embodies a biologically cognitive 'self'—a natural subjectivity grounded in agency and process. This makes the organism a privileged scale for biological explanation within the APS framework, where scale is determined not by size or level but by functional coherence and agential integration.
Hierarchical thinking
The prioritization of actions is a critical ingredient of the goal-directedness of every biological agent, and represents a necessary agential property of adaptation. Within the APS framework, such prioritization emerges from the coordination of processes across scales to support continued viability. Every action, of every organism, is ‘about’ or ‘for’ something—an expression of agency oriented toward a prioritized focus of relevance within its current context of interaction.
In the limited agential case of the human self-conscious intellect, action is supplemented by thoughts and language, with every thought and sentence exhibiting a focal structure. This hierarchical organization of cognitive content reflects the same underlying principle: prioritization makes explanations, descriptions—and indeed thinking itself—possible. To explain is to foreground certain processes over others; to describe is to structure experience through ranked relevance. Even at the level of conscious awareness, the shifting hierarchy of focus reveals the dynamic, processual nature of biological agency as it continually reorders itself in response to changing internal and external conditions.
Ranking is, in this sense, a structured form of prioritization. While prioritization dynamically orders possibilities according to situational significance, ranking expresses these valuations as layered or nested levels of function, influence, or control. This produces hierarchical architectures within biological systems that guide behavior and cognition across scales—from molecular regulation to social organization.
Prioritization and ranking are not merely cognitive constructs but are core expressions of biological agency, shaping action, structuring thought, and enabling communication. Within the APS perspective, they are understood as intrinsic to the multiscale organization of life—emergent from biological processes and operational across nested levels of scale. It is precisely because this hierarchical structuring is so deeply embedded in our experience that we tend to reify it as a property of the world, rather than recognizing it as a product of agential systems acting purposively within their contexts of viability.
Life is not assembled from the bottom up or commanded from the top down, but woven from interdependent threads of causation. Across scales, processes constrain and enable one another, creating a self-sustaining fabric of organization where molecules, cells, and organisms co-shape their own possibilities. Causation here is reciprocal and relational, more like a tensioned web than a ladder, maintaining living order dynamically rather than imposing it from above or below.
Being Mentalistic
The APS framework defines cognition, purpose, and agency as biological capacities—not as mental states or attributes of consciousness. Terms such as memory, decision, or intelligence refer to the functional organization of living systems: their capacity to sense, evaluate, and adaptively regulate internal and external conditions. Similarly, notions like reason and desire are interpreted not as propositional or affective states, but as emergent behavioral patterns grounded in physiological regulation.
APS naturalizes these concepts by interpreting them as evolutionarily grounded, functionally coherent phenomena realized through embodied, goal-directed processes across multiple scales of life. For instance, it is inaccurate to suggest that plants “reason” in a logical or inferential sense. Rather, they display context-sensitive, goal-directed behaviors that are functionally analogous to reasoning, but grounded in their physiological and ecological organization.
Terms like plant neurobiology may emphasize plant signaling processes, but APS cautions against equating these with neural structures or computation. To maintain clarity, the framework prioritizes functional equivalence over structural analogy, underscoring that human mental faculties are elaborations of more basic biological agency—not fundamentally separate. This distinction avoids anthropomorphism while acknowledging cognition as a scalable property of life.
Thus, APS does not deny that plants exhibit intelligent or cognitive-like behavior. Instead, it emphasizes that such capacities—sensing, evaluating, adapting—can be understood as biological functions without invoking mental states or conscious experience. The concern is not whether plants are cognitive, but how cognition is conceptualized and described. Terms like memory or decision are appropriate when used to denote functional and adaptive organization—not introspective thought. In this way, avoiding mentalistic metaphors helps naturalize cognition rather than exclude it.
The broader application of cognitive language to non-human organisms reflects a significant philosophical, semantic, and scientific shift. Philosophically, it challenges human exceptionalism and dualism by framing agency and cognition as embodied, emergent capacities distributed across life. Semantically, metaphors like decision or communication can elucidate biological complexity but require careful use. Scientifically, this shift grounds mentalistic terms in evolutionary and functional processes, revealing how even non-neural organisms engage in regulation, responsiveness, and adaptive behavior. This reconceptualization supports a multiscale, processual view of biology in which cognition is not exclusive to brains but a fundamental aspect of living systems—enabling comparative models while avoiding conflations with consciousness.