Counterfactuals

Minimal Change Semantics

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Source file content/counterfactuals/minimal-change-semantics/minimal-change-semantics.tex

Source file content/counterfactuals/minimal-change-semantics/introduction.tex

Introduction

Stalnaker and Lewis proposed accounts of counterfactual conditionals such as “If the match were struck, it would light.” Their accounts were proposals for how to properly understand the truth conditions for such sentences. The idea behind both proposals is this: to evaluate whether a counterfactual conditional is true, we have to consider those possible worlds which are minimally different from the way the world actually is to make the antecedent true. If the consequent is true in these possible worlds, then the counterfactual is true. For instance, suppose I hold a match and a matchbook in my hand. In the actual world I only look at them and ponder what would happen if I were to strike the match. The minimal change from the actual world where I strike the match is that where I decide to act and strike the match. It is minimal in that nothing else changes: I don't also jump in the air, striking the match doesn't also light my hair on fire, I don't suddenly lose all strength in my fingers, I am not simultaneously doused with water in a SuperSoaker ambush, etc. In that alternative possibility, the match lights. Hence, it's true that if I were to strike the match, it would light.

This intuitive account can be paired with formal semantics for logics of counterfactuals. Lewis introduced the symbol “□→\boxrightsource” for the counterfactual while Stalnaker used the symbol “>>source”. We'll use □→\cifsource, and add it as a binary connective to propositional logic. So, we have, in addition to formulas of the form AB!A \lif !Bsource also formulas of the form A□→B!A \cif !Bsource. The formal semantics, like the relational semantics for modal logic, is based on models in which formulas are evaluated at worlds, and the satisfaction condition defining MA□→B[w]\mSat{M}{!A \cif !B}[w]source is given in terms of MA[w]\mSat{M}{!A}[w']source and MB[w]\mSat{M}{!B}[w']source for some (other) worlds ww'source. Which ww'source? Intuitively, the one(s) closest to wwsource for which it holds that MA[w]\mSat{M}{!A}[w']source. This requires that a relation of “closeness” has to be included in the model as well.

Lewis introduced an instructive way of representing counterfactual situations graphically. Each possible world is at the center of a set of nested spheres containing other worlds---we draw these spheres as concentric circles. The worlds between two spheres are equally close to the world at the center as each other, those contained in a nested sphere are closer, and those in a surrounding sphere further away.

Closest-world sphere illustration

Five nested spheres are centered on w. The proposition region B contains all worlds in the closest A region reached from the center; the A region also extends farther out. Thus every closest A world is a B world. End of diagram.

Nodes

  1. Node 1: wwwsource

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    Regions

    • the B proposition region
    • the A proposition region
    B\formula{B}source
    A\formula{A}source
    source 53

    The closest A!Asource-worlds are those worlds ww'source where A!Asource is satisfied which lie in the smallest sphere around the center world wwsource (the gray area). Intuitively, A□→B!A \cif !Bsource is satisfied at wwsource if B!Bsource is true at all closest A!Asource-worlds.

    Source file content/counterfactuals/minimal-change-semantics/sphere-models.tex

    Sphere Models

    One way of providing a formal semantics for counterfactuals is to turn Lewis's informal account into a mathematical structure. The spheres around a world wwsource then are sets of worlds. Since the spheres are nested, the sets of worlds around wwsource have to be linearly ordered by the subset relation.

    Definition of a sphere model

    A sphere model is a triple M=W,O,V\mModel{M} = \tuple{W, O, V}source where WWsource is a non-empty set of worlds, V:At0(W)V\colon \PVar \to \Pow{W}source is a valuation, and O:W((W))O\colon W \to \Pow{\Pow{W}}source assigns to each world wwsource a system of spheres OwO_wsource. For each wwsource, OwO_wsource is a set of sets of worlds, and must satisfy:

    1. OwO_wsource is centered on wwsource: {w}Ow\{w\} \in O_wsource.

    2. OwO_wsource is nested: whenever S1S_1source, S2OwS_2 \in O_wsource, S1S2S_1 \subseteq S_2source or S2S1S_2 \subseteq S_1source, i.e., OwO_wsource is linearly ordered by \subseteqsource.

    3. OwO_wsource is closed under non-empty unions.

    4. OwO_wsource is closed under non-empty intersections.

    The intuition behind OwO_wsource is that the worlds “around” wwsource are stratified according to how far away they are from wwsource. The innermost sphere is just wwsource by itself, i.e., the set {w}\{w\}source: wwsource is closer to wwsource than the worlds in any other sphere. If SSS \subsetneq S'source, then the worlds in SSS' \setminus Ssource are further way from wwsource than the worlds in SSsource: SSS' \setminus Ssource is the “layer” between the SSsource and the worlds outside of SS'source. In particular, we have to think of the spheres as containing all the worlds within their outer surface; they are not just the individual layers.

    Figure: diagram of a sphere model

    The figure contains three nested spheres centered on w, worlds w through w sub seven, and the region where p holds. Its complete world and region structure is linearized in the enclosed diagram.

    Source transcription

    Diagram of a sphere model

    Three nested spheres are centered on w. The second sphere adds w sub two, w sub three, and w sub one. The outer sphere adds w sub five, w sub six, and w sub four. w sub seven is outside every sphere. The proposition region p contains w sub five, w sub six, and w sub seven. End of diagram.

    Nodes

    1. Node 1: wwwsource
    2. Node 2: w sub twow2w_2source
    3. Node 3: w sub threew3w_3source
    4. Node 4: w sub onew1w_1source
    5. Node 5: w sub fivew5w_5source
    6. Node 6: w sub sixw6w_6source
    7. Node 7: w sub fourw4w_4source
    8. Node 8: w sub sevenw7w_7source

    Edges

      Regions

      • the region where p is true
      source 47

      captionDiagram of a sphere model

      The diagram in the diagram of a sphere model corresponds to the sphere model with W={w,w1,,w7}W = \{w, w_1, \dots, w_7\}source, V(p)={w5,w6,w7}V(p) = \{w_5, w_6, w_7\}source. The innermost sphere S1={w}S_1 = \{w\}source. The closest worlds to wwsource are w1,w2,w3w_1, w_2, w_3source, so the next larger sphere is S2={w,w1,w2,w3}S_2 = \{w, w_1, w_2, w_3\}source. The worlds further out are w4w_4source, w5w_5source, w6w_6source, so the outermost sphere is S3={w,w1,,w6}S_3 = \{w, w_1, \dots, w_6\}source. The system of spheres around wwsource is Ow={S1,S2,S3}O_w = \{S_1, S_2, S_3\}source. The world w7w_7source is not in any sphere around wwsource. The closest worlds in which ppsource is true are w5w_5source and w6w_6source, and so the smallest ppsource-admitting sphere is S3S_3source.

      To define satisfaction of a formula A!Asource at world wwsource in a sphere model M\mModel Msource, MA[w]\mSat{M}{!A}[w]source, we expand the definition for modal formulas to include a clause for B□→C!B \cif !Csource:

      Sphere-model satisfaction clause for counterfactuals

      MB□→C[w]\mSat{M}{!B \cif !C}[w]source iff either

      1. For all uOwu \in \bigcup O_wsource, MB[u]\mSat/{M}{!B}[u]source, or

      2. For some SOwS \in O_wsource,

        1. MB[u]\mSat{M}{!B}[u]source for some uSu \in Ssource, and

        2. for all vSv \in Ssource, either MB[v]\mSat/{M}{!B}[v]source or MC[v]\mSat{M}{!C}[v]source.

      According to this definition, MB□→C[w]\mSat{M}{!B \cif !C}[w]source iff either the antecedent B!Bsource is false everywhere in the spheres around wwsource, or there is a sphere SSsource where B!Bsource is true, and the material conditional BC!B \lif !Csource is true at all worlds in that “B!Bsource-admitting” sphere. Note that we didn't require in the definition that SSsource is the innermost B!Bsource-admitting sphere, contrary to what one might expect from the intuitive explanation. But if the condition in the nonvacuous sphere-model satisfaction condition is satisfied for some sphere SSsource, then it is also satisfied for all spheres SSsource contains, and hence in particular for the innermost sphere.

      Note also that the definition of sphere models does not require that there is an innermost B!Bsource-admitting sphere: we may have an infinite sequence S1S2{w}S_1 \supsetneq S_2 \supsetneq \dots \supsetneq \{w\}source of B!Bsource-admitting spheres, and hence no innermost B!Bsource-admitting spheres. In that case, MB□→C[w]\mSat{M}{!B \cif !C}[w]source iff BC!B \lif !Csource holds throughout the spheres SiS_isource, Si+1S_{i+1}source, dots, for some iisource.

      Source file content/counterfactuals/minimal-change-semantics/true-false.tex

      Truth and Falsity of Counterfactuals

      A counterfactual A□→B!A \cif !Bsource is (non-vacuously) true if the closest A!Asource-worlds are all B!Bsource-worlds, as depicted in the nonvacuously true counterfactual figure.

      Figure: nonvacuously true counterfactual

      The closest A worlds around w all lie in the B region. The complete nested-region relationship is read in the enclosed diagram.

      Source transcription

      Nonvacuously true counterfactual diagram

      Five nested spheres are centered on w. The closest portion of proposition region A lies entirely within proposition region B. Therefore the counterfactual is nonvacuously true. End of diagram.

      Nodes

      1. Node 1: wwwsource

      Edges

        Regions

        • the B proposition region
        • the A proposition region
        B\formula{B}source
        A\formula{A}source
        source 17

        captionNon-vacuously true counterfactual

        A counterfactual is also true at wwsource if the system of spheres around wwsource has no A!Asource-admitting spheres at all. In that case it is vacuously true (see the vacuously true counterfactual figure).

        Figure: vacuously true counterfactual

        The A region is outside every sphere around w. The complete nested-region relationship is read in the enclosed diagram.

        Source transcription

        Vacuously true counterfactual diagram

        Five nested spheres are centered on w. Proposition region B meets the sphere system, but proposition region A lies outside all five spheres. There is no A-admitting sphere, so the counterfactual is vacuously true. End of diagram.

        Nodes

        1. Node 1: wwwsource

        Edges

          Regions

          • the B proposition region
          • the A proposition region
          B\formula{B}source
          A\formula{A}source
          source 35

          captionVacuously true counterfactual

          It can be false in two ways. One way is if the closest A!Asource-worlds are not all B!Bsource-worlds, but some of them are. In this case, A□→¬B!A \cif \lnot !Bsource is also false (see the false counterfactual and false opposite figure).

          Figure: false counterfactual and false opposite

          Some but not all closest A worlds are B worlds, so both the counterfactual and its opposite are false. The enclosed diagram is fully linearized.

          Source transcription

          False counterfactual, false opposite diagram

          Five nested spheres are centered on w. At the closest A worlds, proposition region B overlaps only part of the A region. Some closest A worlds satisfy B and some do not, so both the counterfactual and its opposite are false. End of diagram.

          Nodes

          1. Node 1: wwwsource

          Edges

            Regions

            • the B proposition region
            • the A proposition region
            B\formula{B}source
            A\formula{A}source
            source 54

            captionFalse counterfactual, false opposite

            If the closest A!Asource-worlds do not overlap with the B!Bsource-worlds at all, then A□→B!A \cif !Bsource is false. But, in this case all the closest A!Asource-worlds are ¬B\lnot !Bsource-worlds, and so A□→¬B!A \cif \lnot !Bsource is true (see the false counterfactual and true opposite figure).

            Figure: false counterfactual and true opposite

            No closest A world lies in B, so the counterfactual is false and its opposite is true. The enclosed diagram is fully linearized.

            Source transcription

            False counterfactual, true opposite diagram

            Five nested spheres are centered on w. The closest A worlds do not overlap proposition region B at all. Thus the original counterfactual is false and its opposite is true. End of diagram.

            Nodes

            1. Node 1: wwwsource

            Edges

              Regions

              • the B proposition region
              • the A proposition region
              B\formula{B}source
              A\formula{A}source
              source 73

              captionFalse counterfactual, true opposite

              In contrast to the strict conditional, counterfactuals may be contingent. Consider the sphere model in the contingent counterfactual figure. The A!Asource-worlds closest to uusource are all B!Bsource-worlds, so MA□→B[u]\mSat{M}{!A \cif !B}[u]source. But there are A!Asource-worlds closest to vvsource which are not B!Bsource-worlds, so MA□→B[v]\mSat/{M}{!A \cif !B}[v]source.

              Figure: contingent counterfactual

              Overlapping sphere systems centered on u and v show that the closest A worlds to u are all B worlds, while some closest A worlds to v are not B worlds.

              Source transcription

              Contingent counterfactual diagram

              A solid system of seven spheres is centered on u, and a dashed system of four spheres is centered on v. Proposition regions A and B cross both systems. All A worlds closest to u are B worlds, while some A worlds closest to v are not B worlds. The counterfactual is true at u and false at v. End of diagram.

              Nodes

              1. Node 1: uuusource
              2. Node 2: vvvsource

              Edges

                Regions

                • the A proposition region
                • the B proposition region
                A\formula{A}source
                B\formula{B}source
                source 94

                captionContingent counterfactual

                Source file content/counterfactuals/minimal-change-semantics/antecedent-strengthening.tex

                Antecedent Strengthening

                “Strengthening the antecedent” refers to the inference AC(AB)C!A \lif !C \Entails (!A \land !B) \lif !Csource. It is valid for the material conditional, but invalid for counterfactuals. Suppose it is true that if I were to strike this match, it would light. (That means, there is nothing wrong with the match or the matchbook surface, I will not break the match, etc.) But it is not true that if I were to light this match in outer space, it would light. So the following inference is invalid:

                If the match were struck, it would light.

                Therefore, if the match were struck in outer space, it would light.

                The Lewis--Stalnaker account of conditionals explains this: the closest world where I light the match and I do so in outer space is much further removed from the actual world than the closest world where I light the match is. So although it's true that the match lights in the latter, it is not in the former. And that is as it should be.

                Counterexample to antecedent strengthening

                The sphere semantics invalidates the inference, i.e., we have p□→r(pq)□→rp \cif r \Entails/ (p \land q) \cif rsource. Consider the model M=W,O,V\mModel{M} = \tuple{W, O, V}source where W={w,w1,w2}W = \{w, w_1, w_2\}source, Ow={{w},{w,w1},{w,w1,w2}}O_w = \{\{w\}, \{w, w_1\}, \{w, w_1, w_2\}\}source, V(p)={w1,w2}V(p) = \{w_1, w_2\}source, V(q)={w2}V(q) = \{w_2\}source, and V(r)={w1}V(r) = \{w_1\}source. There is a ppsource-admitting sphere S={w,w1}S = \{w, w_1\}source and prp \lif rsource is true at all worlds in it, so Mp□→r[w]\mSat{M}{p \cif r}[w]source. There is also a (pq)(p \land q)source-admitting sphere S={w,w1,w2}S' = \{w, w_1, w_2\}source but M(pq)r[w2]\mSat/{M}{(p \land q) \lif r}[w_2]source, so M(pq)□→r[w]\mSat/{M}{(p \land q) \cif r}[w]source (see the counterexample to antecedent strengthening figure).

                Figure: counterexample to antecedent strengthening

                The figure depicts the three-world model used by the surrounding example. Its exact sphere and proposition-region structure is linearized in the enclosed diagram.

                Source transcription

                Antecedent-strengthening countermodel diagram

                Three nested spheres are centered on w. The middle sphere adds w sub one, and the outer sphere adds w sub two. Proposition q holds only at w sub two; r holds only at w sub one; and p holds at both w sub one and w sub two. End of countermodel diagram.

                Nodes

                1. Node 1: wwwsource
                2. Node 2: w sub onew1w_1source
                3. Node 3: w sub twow2w_2source

                Edges

                  Regions

                  • the q region
                  • the r region
                  • the p region
                  source 46

                  captionCounterexample to antecedent strengthening

                  Source file content/counterfactuals/minimal-change-semantics/transitivity.tex

                  Transitivity

                  For the material conditional, the chain rule holds: AB,BCAC!A \lif !B, !B \lif !C \Entails !A \lif !Csource. In other words, the material conditional is transitive. Is the same true for counterfactuals? Consider the following example due to Stalnaker.

                  If J. Edgar Hoover had been born a Russian, he would have been a Communist.

                  If J. Edgar Hoover were a Communist, he would have been be a traitor.

                  Therefore, If J. Edgar Hoover had been born a Russian, he would have been be a traitor.

                  If Hoover had been born (at the same time he actually did), not in the United States, but in Russia, he would have grown up in the Soviet Union and become a Communist (let's assume). So the first premise is true. Likewise, the second premise, considered in isolation is true. The conclusion, however, is false: in all likelihood, Hoover would have been a fervent Communist if he had been born in the USSR, and not been a traitor (to his country). The intuitive assignment of truth values is borne out by the Stalnaker--Lewis account. The closest possible world to ours with the only change being Hoover's place of birth is the one where Hoover grows up to be a good citizen of the USSR. This is the closest possible world where the antecedent of the first premise and of the conclusion is true, and in that world Hoover is a loyal member of the Communist party, and so not a traitor. To evaluate the second premise, we have to look at a different world, however: the closest world where Hoover is a Communist, which is one where he was born in the United States, turned, and thus became a traitor.Footnote: Of course, to appreciate the force of the example we have to take on board some metaphysical and political assumptions, e.g., that it is possible that Hoover could have been born to Russian parents, or that Communists in the US of the 1950s were traitors to their country.

                  Exercise finding a failure of counterfactual transitivity

                  Find a convincing, intuitive example for the failure of transitivity of counterfactuals.

                  Three-world counterexample to transitivity

                  The sphere semantics invalidates the inference, i.e., we have p□→q,q□→rp□→rp \cif q, q \cif r \Entails/ p \cif rsource. Consider the model M=W,O,V\mModel{M} = \tuple{W, O, V}source where W={w,w1,w2}W = \{w, w_1, w_2\}source, Ow={{w},{w,w1},{w,w1,w2}}O_w = \{\{w\}, \{w, w_1\}, \{w, w_1, w_2\}\}source, V(p)={w2}V(p) = \{w_2\}source, V(q)={w1,w2}V(q) = \{w_1, w_2\}source, and V(r)={w1}V(r) = \{w_1\}source. There is a ppsource-admitting sphere S={w,w1,w2}S = \{w, w_1, w_2\}source and pqp \lif qsource is true at all worlds in it, so Mp□→q[w]\mSat{M}{p \cif q}[w]source. There is also a qqsource-admitting sphere S={w,w1}S' = \{w, w_1\}source and Mqr\mSat/{M}{q \lif r}source is true at all worlds in it, so Mq□→r[w]\mSat{M}{q \cif r}[w]source. However, the ppsource-admitting sphere {w,w1,w2}\{w, w_1, w_2\}source contains a world, namely w2w_2source, where Mpr[w2]\mSat/{M}{p \lif r}[w_2]source.

                  Exercise drawing the transitivity countermodel

                  Draw the sphere diagram corresponding to the counterexample in the three-world counterexample to counterfactual transitivity.

                  Exercise varying the Hoover countermodel

                  In the three-world counterexample to counterfactual transitivity, world w2w_2source is where Hoover is born in Russia, is a communist, and not a traitor, and w1w_1source is the world where Hoover is born in the US, is a communist, and a traitor. In this model, w1w_1source is closer to wwsource than w2w_2source is. Is this necessary? Can you give a counterexample that does not assume that Hoover's being born in Russia is a more remote possibility than him being a Communist?

                  Source file content/counterfactuals/minimal-change-semantics/contraposition.tex

                  Contraposition

                  Material and strict conditionals are equivalent to their contrapositives. Counterfactuals are not. Here is an example due to Kratzer:

                  If Goethe hadn't died in 1832, he would (still) be dead now.

                  If Goethe weren't dead now, he would have died in 1832.

                  The first sentence is true: humans don't live hundreds of years. The second is clearly false: if Goethe weren't dead now, he would be still alive, and so couldn't have died in 1832.

                  Counterexample to contraposition

                  The sphere semantics invalidates contraposition, i.e., we have p□→q¬q□→¬pp \cif q \Entails/ \lnot q \cif \lnot psource. Think of ppsource as “Goethe didn't die in 1832” and qqsource as “Goethe is dead now.” We can capture this in a model M1=W,O,V\mModel{M_1} = \tuple{W, O, V}source with W={w,w1,w2}W = \{w, w_1, w_2\}source, O={{w},{w,w1},{w,w1,w2}}O = \{\{w\}, \{w, w_1\}, \{w, w_1, w_2\}\}source, V(p)={w1,w2}V(p) = \{w_1, w_2\}source and V(q)={w,w1}V(q) = \{w, w_1\}source. So wwsource is the actual world where Goethe died in 1832 and is still dead; w1w_1source is the (close) world where Goethe died in, say, 1833, and is still dead; and w2w_2source is a (remote) world where Goethe is still alive.

                  Figure: counterexample to contraposition

                  The figure depicts the three-world Goethe model from the surrounding example. Its complete sphere and region structure is linearized in the enclosed diagram.

                  Source transcription

                  Contraposition countermodel diagram

                  Three nested spheres are centered on w. The middle sphere adds w sub one, and the outer sphere adds w sub two. Region labels show q at w and w sub one, not q at w sub two, p at w sub one and w sub two, and not p at w. End of countermodel diagram.

                  Nodes

                  1. Node 1: wwwsource
                  2. Node 2: w sub onew1w_1source
                  3. Node 3: w sub twow2w_2source

                  Edges

                    Regions

                    • the q region
                    • the not-q region
                    • the p region
                    • the not-p region
                    ¬q\lnot qsource
                    ¬p\lnot psource
                    source 37

                    captionCounterexample to contraposition

                    There is a ppsource-admitting sphere S={w,w1}S = \{w, w_1\}source and pqp \lif qsource is true at all worlds in it, so Mp□→q[w]\mSat{M}{p \cif q}[w]source. However, the ¬q\lnot qsource-admitting sphere {w,w1,w2}\{w, w_1, w_2\}source contains a world, namely w2w_2source, where qqsource is false and ppsource is true, so M¬q¬p[w2]\mSat/{M}{\lnot q \lif \lnot p}[w_2]source.

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