~/tedtes/writing/math-foundations-for-reasoning-models

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Symbolic Logic and Reasoning

Conclusion

A conclusion is the statement an argument tries to establish from its premises.

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Conclusion

Definition

A conclusion is the statement an argument tries to establish.

It is the result of reasoning from premises.

Example:

Premise 1: If P, then Q
Premise 2: P
Conclusion: Q

The conclusion is:

Q

Conclusion = statement reached from premises.


Conclusion vs Premise

A premise is a starting point.

A conclusion is what follows from the starting points.

Example:

Premise: All humans are mortal.
Premise: Socrates is human.
Conclusion: Socrates is mortal.

The conclusion is not assumed at the beginning.

It is what the argument is trying to support.

Premises support; conclusion is supported.


Conclusion vs Output

In computation, output is the result of applying rules to input.

In reasoning, conclusion is the result of applying inference rules to premises.

Comparison:

Computation:
input -> rules -> output

Reasoning:
premises -> inference rules -> conclusion

The structures are related.

Both are rule-governed transformations.

A conclusion is the reasoning-side result.


A Conclusion Can Be True Or False

A conclusion is a proposition.

That means it can be true or false.

Example:

Conclusion: 2 + 3 = 5

This is true.

Example:

Conclusion: 2 + 3 = 9

This is false.

But whether a conclusion is true is separate from whether the argument structure is valid.

Truth of a conclusion and validity of an argument are different questions.


Unsupported Conclusion

A statement can be placed after premises without actually following from them.

Example:

Premise: It is raining.
Conclusion: The moon is made of cheese.

The conclusion is a statement.

But it is not supported by the premise.

A conclusion must be connected to the premises by inference.


Final Summary

  • A conclusion is the statement an argument tries to establish.
  • Premises are starting points; conclusion is the result.
  • A conclusion is like the output of reasoning.
  • A conclusion can be true or false.
  • A conclusion may be unsupported if it does not follow from the premises.
  • Arguments are evaluated by how premises support conclusions.

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Valid Argument