The idea that phenomena are explained by modeling them on exemplars has
often been proposed in the literature but never formally worked out. In
this talk I will present a computational model of exemplar-based
explanation, termed EBE, which is based on Kuhn's idea that "scientists
solve puzzles by modeling them on previous puzzle-solutions". I will argue
that explanations can be represented by derivation trees which describe
each step in linking laws to phenomena. Next, I will develop a matching
mechanism which explains novel phenomena out of largest possible subtrees
of explanations of previous phenomena such that derivational similarity is
maximized. Drawing on examples from classical and fluid mechanics, I will show that
explanatory derivation is "massively redundant": the number of different
derivations of a phenomenon grows exponentially with the number of terms
in the description of the phenomenon -- even if these derivations are all
subsumed under the same general laws. This problem of massive redundancy
has been severely underestimated in the philosophy of science. I will
argue that the EBE model provides a way to tackle this problem which
closely corresponds to human problem solving. Next, I will provide an excursion into the other end of the scientific
spectrum, discussing some examples from the human sciences, in particular
from theoretical linguistics and music theory. What counts for the natural
sciences also counts for humanities: explanations of linguistic and
musical phenomena are massively redundant in that exponentially many
derivation trees exist for a linguistic utterance or a musical piece. I
urge that EBE suggests a general methodology for the natural and human
sciences. In his article entitled “Aufbau/Bauhaus” and related work, Peter Galison explores the
connections between the Vienna Circle and the Dessau Bauhaus. Historically, these groups
were related, with members of each group familiar with the ideas and following the progress
of the other. Galison argues that the projects of the Vienna Circle and the Bauhaus are
related as well, through shared political tendencies and methodological approach. The two
main figures that connect the Vienna Circle to the Bauhaus are Rudolf Carnap and Otto
Neurath. Yet, on our view, some of the connections that Galison establishes between these
figures and the Bauhaus do not fit quite as well as they might. In particular, the connections
upon which Galison focuses do not properly capture the common themes between the
Bauhaus and Neurath’s philosophical projects. In this paper, we will examine a few of the historical connections between the Dessau
Bauhaus and the Vienna Circle, as well as the philosophical connections that Galison
draws between these two groups. By examining in greater depth Neurath’s philosophical
commitments, we aim to demonstrate that some of these philosophical connections fail to
resonate with Neurath’s projects. And, finally, we develop different connections between
Neurath’s projects and the Bauhaus. In our view, these new parallels between Neurath
and the Dessau Bauhaus are both substantive and philosophically interesting. In November and December 1915, Hilbert presented two communications to the
Göttingen Academy of Sciences under the common title “The Foundations of
Physics”. Versions of each eventually appeared in the Nachrichten of the
Academy. Hilbert’s first communication has received significant
reconsideration in recent years, following the discovery of proofs of this
paper, dated 6 December 1915. The focus has been primarily on the ‘priority
dispute’ over the Einstein field equations. However, it is our contention
that the discovery of the December proofs makes it possible to see the
thematic linkage between the material that Hilbert cut from the first
contribution and the published content of the second contribution in 1917.
The second contribution has been largely either disregarded or
misinterpreted, and our aim is to show that (a) Hilbert’s two contributions
should be regarded as part of a wider research program within the
overarching framework of “the axiomatic method” (as Hilbert expressly
stated was the case), and (b) the second contribution is a fine and
coherent piece of work within this framework, whose principal aim is to
address the apparent tension between general invariance and causality (in
the precise sense of Cauchy determination), pinpointed in theorem 1 of the
first contribution. This is not the same problem as that found in
Einstein’s “hole argument” – something which, we argue, never confused
Hilbert.
Exemplar-Based Explanation in the Natural and Human Sciences
Revisiting Galison’s “Aufbau/Bauhaus” in Light of Neurath’s Philosophical Projects
Hilbert's "Foundations of Physics" 1915-1917: Axiomatic Method and a
Revision of Kantian Epistemology