
Those who question vaccines sometimes assert that “science is constantly evolving.” However, this is often a disingenuous assertion intended to support discredited associations between inoculations and autism.(Image credit: David McNew via Getty Images)
“Science is constantly evolving” has become a favored motto for those aiming to justify politically expedient, yet unfounded scientific viewpoints. In 2020, MAGA Republican Representative Nancy Mace was questioned on whether she concurred that climatic shifts are a consequence of human-generated greenhouse gasses. She offered: “My rival has stated that science is definitive on this matter. But, science is ever-evolving. Scientists themselves will attest to that.”
In February, Senator Roger Marshall posited that expanded funding should be allocated to probe widely refuted connections between autism and immunizations, asserting “I’m a doctor. Science is constantly changing. That’s what defines us as scientists.”
The saying has also journeyed across continents. When queried about whether President Donald Trump was correct to disseminate broadly discredited assertions concerning a correlation between the utilization of Tylenol during gestation and autism, U.K. Reform party leader Nigel Farage retorted, “I have no clue.” When pressed on if he’d “align with medical authorities who deem it perilous drivel,” he countered, “Regarding matters of science, I don’t align with anyone… given that science is never definitive.”
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Kit YatesSocial Links Navigation
Kit Yates holds a professorship in mathematical biology and public outreach at the University of Bath in the U.K.
Myth of overturned consensus
A favored gambit of climate change denial proponents is that scientists during the 1970s forecasted “global cooling” — a fast-approaching glacial epoch. It’s a clever strategy, because implying that the direct opposite of global warming once constituted the dominant perspective might cast doubt on the extant consensus surrounding climate science.
Irrespective of media coverage and intense debate, global cooling never attained the status of a consensus scientific view. Analyses of relevant literature from that period indicate that even half a century prior, global warming commanded scientific discourse on Earth’s near-term climatic trajectory. The understanding that climate alteration stems from greenhouse gas discharges is now very firmly entrenched as the consensus scientific stance.
However, instances exist within science where consensus viewpoints have been adjusted or overhauled. Gravity serves as a prime illustration. Galileo ascertained that gravitational acceleration remains consistent for all objects in proximity to Earth’s surface. Yet, it wasn’t until Newton that we acquired a comprehensive theory of gravitation.
Newton’s framework harmonized the behavior of terrestrial falling objects with planetary orbital motions. Across years, every measurement appeared to validate it, and the framework transitioned into a “law” purportedly governing nature without exception.
Nonetheless, as experiments diversified and instrumentation advanced, the confines of Newton’s “law” showed signs of strain. When encountering powerful gravitational forces, akin to those adjacent to a black hole, or when engaging in high-precision calculations across limited astronomical scales, Newton’s law proved inadequate. During the 20th century, Einstein’s theory of general relativity filled numerous lacunae — resolving a series of apparent astronomical anomalies and delineating light’s trajectory near a black hole.
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Still, even the relativistic account of gravity remains imperfect. We are cognizant, for example, that its validity falters within the confines of a black hole.
First Galileo’s and then Newton’s constructs were succeeded, and we acknowledge that Einstein’s does not hold true across every scenario. Does this suggest these earlier theories were inconsequential and devoid of merit as instances of substantiated science? Assuredly not.
Within contexts where these theories have undergone exhaustive scrutiny and demonstrated provision of correct outcomes (to a specified degree of accuracy), their validity persists. They are not erroneous — merely specific manifestations of overarching theories, tenable within a defined scope of validity corresponding to their original postulation and evaluation.
Analogously, any successor to Einstein’s theory will necessitate its encapsulation as a specific instance. The gravity example illustrates how scientific understanding can advance, yet retain its status as conclusive within its respective domain. We can denote other consensuses, like evolution or germ theory, as confirmed science that has broadened and generalized over time.
Scientific ‘facts’
Certain inquiries are also broadly regarded as definitively established. The sphericity of Earth, as opposed to its flatness, perhaps furnishes the most prominent example. However, our labeling of this as a “fact” hinges on the interpretation of the term. When demanding absolute certainty, science falls short. For certainty, one must turn to mathematics, wherein knowledge arises via deduction commencing from axioms (a foundational collection of assumptions), irrespective of worldly phenomena.
Conversely, science, grounded in evidence and inductive reasoning, can only extend mounting confidence. A cardinal principle of the scientific approach entails openness to novel data. When professing complete certitude, no new evidence, however compelling, can sway one’s perspective. Such rigidity undermines sound science.
Nonetheless, acknowledging science’s provision of substantiation for hypotheses, it can furnish what we might term irrefutable evidence — so potent that contestation becomes untenable. Overturning the non-flat paradigm would entail such a profound reassessment of our comprehension of reality as to render it functionally unattainable.
Hence, “settled science” signifies not absolute assurance, but rather an overwhelming preponderance of evidence favoring the corresponding interpretation. Crucially, anyone seeking to supplant the established understanding bears the onus of substantiation.
All scientific knowledge accommodates a degree of uncertainty. This attribute hallmarks effective science. However, uncertainty does not preclude asserting with confidence that entropy invariably escalates (the second law of thermodynamics) or that Earth revolves around the sun.
While science embraces uncertainty and accommodates revision upon the advent of fresh information, such flexibility does not preclude adopting a position when evidence overwhelmingly favors one aspect of the dichotomy. Issues subjected to rigorous investigation retain their status as validated.
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An absence of complete assurance does not equate to a 50-50 divide. Acknowledging doubt differs from equivocating on an inherently imbalanced topic. The mere acceptance of uncertainty among scientists offers no warrant for advocating spurious equivalence. Regrettably, these missteps constitute the prevalent stance among populists invoking phrases such as “I have no idea” or “I don’t side with anybody” in relation to scientific matters.
Accordingly, upon hearing a politician discount a scientific consensus by deploying phrases such as “science is never definitive,” abstain from conflating their utterances with an appeal to intellectual modesty. They manifestly endeavor to discredit inconvenient realities. Realities that evolve and accrue subtlety over time, of course — yet whose cornerstones remain robust within their respective purview, irrespective of subsequent elaborations.
Opinion content on Live Science proffers insight into the salient scientific subjects impacting you and the world today, penned by subject matter authorities and preeminent scholars in their domains.
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Kit YatesProfessor of Mathematical Biology and Public Engagement at the University of Bath
Kit Yates is a professor of mathematical biology and public outreach at the University of Bath in the U.K. He covers mathematics and health topics, and participated in an Association of British Science Writers media fellowship at Live Science during the summer of 2025.
His journalistic science writing has garnered accolades from the Royal Statistical Society and The Conversation. He also authored a couple of popular science volumes, The Math(s) of Life and Death and How to Expect the Unexpected.
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Scientific objectivity is a myth — here’s why

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