“Once data are ruled out as arbiters among theories, those theories become pointless, just another clever intellectual game.”

On The Problem of Consciousness, Panpsychism & More https://letter.wiki/conversation/277 February 11, 2020

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chair of the Department of Philosophy at CUNY-Lehman College 1964

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“If enough data points trouble the theory, the theory may be wrong. If the theory is basic, the paradigm may have to change.”

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“Data always overruled theory.”

Gregory Benford (1941) Science fiction author and astrophysicist

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“Science books go out of date. We throw the old one away when a newer one comes out, when we have new theories. But we don't throw away our old data; we merely interpret them differently. New theories try to account for old data (and new data) in new ways.”

Guy Consolmagno (1952) American Jesuit, Catholic Priest, research astronomer and planetary scientist at the Vatican Observatory.

[Consolmagno, Guy, Mueller, Paul, https://www.google.com/books?id=lf5vDwAAQBAJ&pg=PA16, 9780804136952, Would You Baptize an Extraterrestrial?: And Other Questions from the Astronomers' In-Box at the Vatican Observatory, 16, 2014, Image]

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“Data don't generate theory – only researchers do that.”

Henry Mintzberg (1939) Canadian busines theorist

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“Experience without theory is blind, but theory without experience is mere intellectual play.”

Immanuel Kant (1724–1804) German philosopher

This is declared to be "an old Kantian maxim" in General Systems Vol. 7-8 (1962)‎, p. 11, by the Society for the Advancement of General Systems Theory, but may simply be a paraphrase or summation of Kantian ideas.
Kant's treatment of the transcendental logic in the First Critique contains a portion, of which this quote may be an ambiguously worded paraphrase. Kant, claiming that both reason and the senses are essential to the formation of our understanding of the world, writes: "Without sensibility no object would be given to us, and without understanding none would be thought. Thoughts without content are empty, intuitions without concepts are blind (A51/B75)".
Disputed

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“Those creatures, therefore, which receive part of that intellectual influence, will become subject to the action of Providence in the same proportion as they are acted upon by the intellect. This theory is in accordance with reason and with the teaching of the Scripture, whilst the other theories previously mentioned either exaggerate Divine Providence of detract from it.”

Source: Guide for the Perplexed (c. 1190), Part III, Ch.17
Context: I do not ascribe to God ignorance of anything or any kind of weakness; I hold that Divine Providence is related and closely connected with the intellect, because Providence can only proceed from an intelligent being, from a being that is itself the most perfect Intellect. Those creatures, therefore, which receive part of that intellectual influence, will become subject to the action of Providence in the same proportion as they are acted upon by the intellect. This theory is in accordance with reason and with the teaching of the Scripture, whilst the other theories previously mentioned either exaggerate Divine Providence of detract from it.

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“A theory is only as good as its assumptions. If the premises are false, the theory has no real scientific value. The only scientific criterion for judging the validity of a scientific theory is a confrontation with the data of experience.”

Maurice Allais (1911–2010) French economist; 1988 winner of the Nobel Memorial Prize in Economics

L'anisotropie de l'espace. La nécessaire révision de certains postulats des théories contemporaines. Les données de l'expérience (1997), p. 591

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