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Author | Topic: Induction and Science | |||||||||||||||||||||||
nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Panda writes:
The explanation cannot be deduced from the definition. However, if you would like to try, I would be interested in seeing that.
Or can you justify why I should disagree with an explanation that accurately expounds deductive reasoning? Panda writes:
I gave you a link the first time. There's no point in your repeated demands.I accept your inability to comply with my repeated request to provide a link as your tacit agreement that you are the only person in the known world that defines 'deductive reasoning' in the way that you do. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Straggler writes:
That's the claim of some of Popper's critics.Popper never managed to totally eradicate induction from science. I'm still waiting for the citation to a peer reviewed scholarly article that decisively demonstrates that Popper was wrong about induction.
Straggler writes:
The evidence does not support Popper's falsification thesis.The whole idea of falsification relies on that which has been falsified failing the same tests if repeated. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Straggler writes: You cannot make scientific predictions (or conclusions pertaining to future events) without first inductively concluding that nature will continue to operate as it has been observed to behave thus far. nwr writes: Bullshit. Straggler writes:
I see that you omitted quoting this part:
Charming. nwr writes:
Should I take that as an admission that you are unable to provide such an argument?However, I do suggest you try to construct a clear valid logical argument supporting your bare assertion. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Straggler writes:
Just go back and read the whole discussion.How does the fact that Pythagoras theorem can be deduced and proven from mathematical axioms through deductive logic not entirely support everything Panda is saying about the nature of deductive reasoning? Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
When I started this discussion, I knew that most people disagreed with me. So I expected disagreement in this thread.
What I did not expect, is the large number of bogus arguments that would be presented. So sure, many people believe that we use induction. But they cannot actually demonstrate that. Induction is a core assumption of AI and machine learning research, where they call it "pattern induction." However, machine learning has not produced anything at all comparable to human learning. That ought to count as evidence against induction, but people don't look at it that way. The basic argument for induction is of this form:
But that is really the argument from ignorance. It is the type of reasoning that we often see coming from ID proponents, and they are criticized for such arguments. There's nothing wrong with forming a hypothesis that induction is used, and then setting out to find evidence for and against that hypothesis. I view the pattern induction research in machine learning to be just such a research program. But to assume the conclusion before the program has has completed is just bad reasoning. To repeatedly use an argument from ignorance is just bad reasoning. Why can't people just state that they disagree with me, but admit that they have no proof that I am wrong? That's what should have been the response. I won't be responding to all of the replies to my earlier posts. It is getting too repetitious. I'll comment on only a few. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Straggler writes:
I'm a realist. But I happen to not agree that scientific theories are descriptions of reality.
Popper was essentially a realist. You have said "Scientific theories have nothing to say about how nature behaves". Straggler writes:
However, the evidence does not support falsification. I'll agree that Popper's claim to having solved the induction problem rests on his falsification thesis. But his claim that scientists don't actually use induction does not rely on falsification.Popper's entire thesis rested on falsification. I'll grant that Popper was mistaken about having solved the induction problem. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Straggler writes:
That's a good example of using the argument from ignorance. You can't think of an alternative, and therefore you assert that it must be true.No. You should take it as a challenge to show how the followng is not logically or evidentially valid: "You cannot make scientific predictions (or conclusions pertaining to future events) without first inductively concluding that nature will continue to operate as it has been observed to behave thus far." That you can't think of an alternative is not evidence. It might be a reason for hypothesizing that induction is used. Whatever happened to the idea of subjecting hypotheses to critical testing? Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Stephen Push writes:
I am still waiting for the proof that they can be derived by no method other than inductive reasoning.Scientific predictions always assume general principles (e.g., the uniformity of nature) that can be derived by no method other than inductive reasoning. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Modulous writes:
If a peer reviewed article were to publish 1000 data point, and then assert "therefore, by induction, statement x is always true", that would seem to be a clear use of induction. At least it would if statement x applied to many more than 1000 possible cases; otherwise it would be proof by exhaustion (exhausting all possibilities).But my overall question, the point of the words I wrote was to try to get you to tell me what would a clear use of induction look like? Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
nwr writes: The Pythagorus theorem is still a general principle that is derived by deductive reasoning. Straggler writes:
Agreed, but I don't see the relevance.But is it not a particular theorem that was derived from more general principles of geometry? Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
Stephen Push writes:
That reads more as a proposed hypothesis, rather than as an inductive conclusion.Generalized conclusion: More generally, we suggest that historical contingency is especially important when it facilitates the evolution of key innovations that are not easily evolved by gradual, cumulative selection. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
nwr writes: I'm still waiting for the citation to a peer reviewed scholarly article that decisively demonstrates that Popper was wrong about induction. Stephen Push writes:
It's an interesting paper. It aims at making a persuasive argument, but it is not a refutation.Wesley C. Salmon. Rational Prediction. British Journal for the Philosophy of Science, Vol. 32, No. 2 (June 1981), pp. 115-125. It does correctly point out some problems with Popper's thesis, particularly in the way it uses corroboration. But it doesn't address the reason that Popper disagrees with induction (the reason is already in the text I quoted from SEP in Message 600, though it seems that reasoning is invisible to most of participants in this thread). Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
crashfrog writes:
I have actually been doing that in several of my posts. But it seems to be invisible to people reading the thread.Four years later, I'm still waiting for you to tell me what else is left besides induction. In any case, it doesn't matter. That you don't know of other possibilities does not prove that there are no other possibilities. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
nwr writes: If a peer reviewed article were to publish 1000 data point, and then assert "therefore, by induction, statement x is always true", that would seem to be a clear use of induction. Modulous writes:
I'm not insisting that it is the only thing. However, it is hard to think of alternatives that would count as induction.
If this is the only thing you consider to be induction - then we agree science doesn't generally do this. Modulous writes:
My view is that science develops methods that work in a particular area of study. The presented theory can be said to be the propositional face of the science. But the core of the scientific knowledge is in the methods, not in the propositions that constitute the theory. There's a lot of pragmatic support for the methods (as in "they work very well, even with intensive testing"). "Induction" is the name of a way of getting propositions from propositions. And I don't see the core of science as being a propositional investigation.I'm thinking science develops a theory which it doesn't say is 'true' but says is 'supported' with 'some degree of confidence' by a limited set of data points. This is what I mean by induction in science. Jesus was a liberal hippie
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nwr Member Posts: 6412 From: Geneva, Illinois Joined: Member Rating: 4.5 |
crashfrog writes:
I consider that kind of statistical inference to be deductive. It is done, after all, in accordance with some mathematical theorems in the field of probability theory.Would you consider drawing conclusions about populations based on samples of the population to be "inductive"? Jesus was a liberal hippie
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