Can Darwinian Mechanisms Make Novel Discoveries?: Learning from discoveries made by evolving neural networks

Some philosophers suggest that the development of scientificknowledge is a kind of Darwinian process. The process of discovery,however, is one problematic element of this analogy. I compare HerbertSimon's attempt to simulate scientific discovery in a computer programto recent connectionist models that were not designed for that purpose,but which provide useful cases to help evaluate this aspect of theanalogy. In contrast to the classic A.I. approach Simon used, ``neuralnetworks' contain no explicit protocols, but are generic learningsystems built on the model of the interconnections of neurons in thebrain. I describe two cases that take the connectionist approach a stepfurther by using genetic algorithms, a form of evolutionary computationthat explicitly models Darwinian mechanisms. These cases show thatDarwinian mechanisms can make novel discoveries of complex, previouslyunknown patterns. With some caveats, they lend support to evolutionaryepistemology.     

What if We were Already in the In-Between? Further Ventures into the Ontologies of Science and Politics

What follows from the suggestion to pay attention to what is in-between science and politics? Karen François’s paper “In-between science and politics” follows Latour in arguing for the need for political theory to get out of the Platonic cave that it still inhabits. Political theory needs to be brought into the wild through empirical studies of how science and politics in fact intermix. And the Latourian proposition needs to be strengthened by focusing on the embodied knowledges that enable situated objectivities to emerge. Though worthwhile, these arguments are weakened by a superficial treatment of political theory and by a lack of attention to the difficulties involved in combining Latourian actor-network theory with the “strong objectivity” of standpoint theory. Most problematically the paper purports to define as an agenda (exploring the in-between of science and politics) what whole fields of inquiry have already been in full swing exploring for quite a while. The ‘turn to ontology’ in STS and social anthropology and the development of ‘empirical philosophy’ suggests what might be at stake in such explorations.