Generative processes Although it was once thought by scientists that any indeterminism in quantum mechanics occurred at too small a scale to influence biological or neurological systems, there is indication that
nervous systems are influenced by quantum indeterminism due to
chaos theory. It is unclear what implications this has for the problem of
free will given various possible reactions to the problem in the first place. Many biologists do not grant determinism:
Christof Koch, for instance, argues against it, and in favour of
libertarian free will, by making arguments based on generative processes (
emergence). Other proponents of emergentist or
generative philosophy,
cognitive sciences, and
evolutionary psychology, argue that a certain form of determinism (not necessarily causal) is true. They suggest instead that an
illusion of free will is experienced due to the generation of infinite behaviour from the interaction of finite-deterministic set of rules and
parameters. Thus the unpredictability of the emerging behaviour from deterministic processes leads to a perception of free will, even though free will as an
ontological entity does not exist.
Nassim Taleb is wary of such models, and coined the term "
ludic fallacy."
Compatibility with the existence of science Certain
philosophers of science argue that, while causal determinism (in which everything including the brain/mind is subject to the laws of causality) is compatible with minds capable of science, fatalism and predestination is not. These philosophers make the distinction that causal determinism means that each step is determined by the step before and therefore allows sensory input from observational data to determine what conclusions the
brain reaches, while fatalism in which the steps between do not connect an initial cause to the results would make it impossible for observational data to correct false hypotheses. This is often combined with the argument that if the brain had fixed views and the arguments were mere after-constructs with no causal effect on the conclusions, science would have been impossible and the use of arguments would have been a meaningless waste of energy with no persuasive effect on brains with fixed views.
Mathematical models Many
mathematical models of physical systems are deterministic. This is true of most models involving
differential equations (notably, those measuring rate of change over time). Mathematical models that are not deterministic because they involve randomness are called
stochastic. Because of
sensitive dependence on initial conditions, some deterministic models may appear to behave nondeterministically; in such cases, a deterministic interpretation of the model may not be useful due to
numerical instability and a finite amount of
precision in measurement. Such considerations can motivate the consideration of a stochastic model even though the underlying system is governed by deterministic equations.
Quantum and classical mechanics Classical theories Since the beginning of the 20th century, quantum mechanics—the physics of the extremely small—has revealed previously concealed aspects of
events. Before that,
Newtonian physics—the physics of everyday life—dominated. Taken in isolation (rather than as an
approximation to quantum mechanics), Newtonian physics depicts a universe in which objects move in perfectly determined ways. At the scale where humans exist and interact with the universe, Newtonian mechanics remain useful, and make relatively accurate predictions (e.g. calculating the trajectory of a bullet). But whereas in theory,
absolute knowledge of the forces accelerating a bullet would produce an absolutely accurate prediction of its path, modern quantum mechanics casts reasonable doubt on this main thesis of determinism. This doubt takes radically different forms. The observed results of quantum mechanics are random but various
interpretations of quantum mechanics make different assumptions about determinism which cannot be distinguished experimentally. The standard interpretation widely used by physicists is not deterministic, but the other interpretations have been devised which are deterministic.
Standard quantum mechanics Quantum mechanics is the product of a careful application of the
scientific method,
logic and
empiricism. Through a large number of careful experiments physicists developed a rather unintuitive mental model: A particle's path cannot be specified in from its quantum description. "Path" is a classical, practical attribute in everyday life, but one that quantum particles do not possess. Quantum mechanics attributes probability to all possible paths and asserts the only one outcome will be observed. The randomness in quantum mechanics derives from the quantum aspect of the model. Different experimental results are obtained for each individual quanta. Only the probability can predicted. As
Stephen Hawking explains, the result is not traditional determinism, but rather determined probabilities. As far as the thesis of determinism is concerned, these probabilities, at least, are quite determined. On the topic of predictable probabilities, the
double-slit experiments are a popular example.
Photons are fired one-by-one through a double-slit apparatus at a distant screen. They do not arrive at any single point, nor even the two points lined up with the slits (the way it might be expected of bullets fired by a fixed gun at a distant target). Instead, the photons arrive in varying concentrations and times across the screen, and only the final distribution of photons can be predicted. In that sense the behavior of light in this apparatus is predictable, but there is no way to predict where or when in the resulting
interference pattern any single
photon will make its contribution. Some (including
Albert Einstein) have argued that the inability to predict any more than probabilities is simply due to ignorance. The idea is that, beyond the conditions and laws can be observed or deduced, there are also hidden factors or "
hidden variables" that determine
absolutely in which order photons reach the detector screen. They argue that the course of the universe is absolutely determined, but that humans are screened from knowledge of the determinative factors. So, they say, it only
appears that things proceed in a probabilistically way.
John S. Bell analyzed Einstein's work in his famous
Bell's theorem, which demonstrates that quantum mechanics can make statistical predictions that would be violated if local hidden variables really existed. Many experiments have verified the quantum predictions.
Other interpretations Bell's theorem only applies to
local hidden variables. Quantum mechanics can be formulated with non-local hidden variables to achieve a deterministic theory that is in agreement with experiment. An example is the
Bohm interpretation of quantum mechanics. Bohm's Interpretation, though, violates special relativity and it is highly controversial whether or not it can be reconciled without giving up on determinism. The
Many worlds interpretation focuses on the deterministic nature of the
Schrodinger's equation. For any closed system, including the entire universe, the wavefunction solutions to this equation evolve deterministically. The apparent randomness of observations corresponds to branching of the wavefunction, with one world for each possible outcome. Another foundational assumption to quantum mechanics is that of
free will, which has been argued to be foundational to the scientific method as a whole. Bell acknowledged that abandoning this assumption would both allow for the maintenance of determinism as well as locality. This perspective is known as
superdeterminism, and is defended by some physicists such as
Sabine Hossenfelder and
Tim Palmer. More advanced variations on these arguments include
quantum contextuality, by Bell,
Simon B. Kochen and
Ernst Specker, which argues that hidden variable theories cannot be "sensible", meaning that the values of the hidden variables inherently depend on the devices used to measure them. This debate is relevant because there are possibly specific situations in which the arrival of an electron at a screen at a certain point and time would trigger one event, whereas its arrival at another point would trigger an entirely different event (e.g. see
Schrödinger's cat—a thought experiment used as part of a deeper debate). In his 1939 address "The Relation between Mathematics and Physics",
Paul Dirac pointed out that purely deterministic classical mechanics cannot explain the cosmological origins of the universe; today the early universe is modeled quantum mechanically. Nevertheless, the question of determinism in modern physics remains debated. On one hand,
Albert Einstein's
theory of relativity, which represents an advancement over Newtonian mechanics, is based on a deterministic framework. On the other hand, Einstein himself resisted the indeterministic view of quantum mechanics, as evidenced by his famous debates with
Niels Bohr, which continued until his death. Moreover,
chaos theory highlights that even within a deterministic framework, the ability to precisely predict the evolution of a system is often limited. A deterministic system may appear random: two apparently identical starting points can result in vastly different results. Such
dynamical systems are sensitive to
initial conditions. Even if the universe followed a strict deterministic order, the human capacity to predict every event and comprehend all underlying causes would still be constrained this kind of sensitivity. Adequate determinism (see
Varieties, above) is the reason that Stephen Hawking called
libertarian free will "just an illusion". == References ==