The last 5 years have seen a series of remarkable achievements in deep-neural-network-based artificial intelligence research, and some modellers have argued that their performance compares favourably to human cognition. Critics, however, have argued that processing in deep neural networks is unlike human cognition for four reasons: they are (i) data-hungry, (ii) brittle, and (iii) inscrutable black boxes that merely (iv) reward-hack rather than learn real solutions to problems. This article rebuts these criticisms by exposing comparative bias within them, in the (...) process extracting some more general lessons that may also be useful for future debates. (shrink)

I outline three conceptions of seeing that a creature might possess: ‘the headlamp conception,’ which involves an understanding of the causal connections between gazing at an object, certain mental states, and behavior; ‘the stage lights conception,’ which involves an understanding of the selective nature of visual attention; and seeing-as. I argue that infants and various nonhumans possess the headlamp conception. There is also evidence that chimpanzees and 3-year-old children have some grasp of seeing-as. However, due to a dearth of studies, (...) there is no evidence that infants or nonhumans possess the stage lights conception of seeing. I outline the kinds of experiments that are needed, and what we stand to learn about the evolution and development of perspective taking. (shrink)

The Social Intelligence or Social Brain Hypothesis is an influential theory that aims to explain the evolution of brain size and cognitive complexity among the primates. This has shaped work in both primate behavioural ecology and comparative psychology in deep and far-reaching ways. Yet, it not only perpetuates many of the conceptual confusions that have plagued psychology since its inception, but amplifies them, generating an overly intellectual view of what it means to be a competent and successful social primate. Here, (...) I present an analysis of the Social Intelligence/Brain hypothesis highlighting how its anthropocentric origins have led us to be held captive by a picture of what social life involves and the kind of mind needed to navigate the social landscape. I go on to consider how experimental work in this vein either does not test what it claims to be testing, or introduces impossible problems regarding animal minds that cannot be solved, but only dissolved. What we need, in other words, is the application of “Wittgenstein's razor” and the reinvention of primatology along his enactivist lines. (shrink)