The relative importance of adaptation and individual ontogenetic experience in dogs' high levels of behavioral compatibility with humans has been a topic of intense scientific attention over the past two decades. Salomons et al. Current Biology, 31, 3137-3144, (2021) recently presented a particularly rich data set of observations on both wolf and dog puppies that has the potential to contribute substantially to this debate. In their study subjecting wolf and dog puppies to batteries of tests, including the ability to follow human pointing gestures, Salomons et al. (2021) reported that dogs, but not wolves, have a specialized innate capacity for cooperation with humans. However, upon reanalyzing this data set, we reach a different conclusion-namely, that when controlling adequately for various environmental factors, wolves and dogs perform similarly in their cooperation with humans.

In this paper, I outline the drawbacks with the two main behavioral approaches to animal behavior problems and argue that each alone is insufficient to underpin a field of clinical animal behavior. Applied ethology offers an interest in an animal’s spontaneous behavior in natural contexts, understood within an ecological and evolutionary context, but lacks an awareness of mechanisms that can be manipulated to modify the behavior of individual animals. Behaviorism in the form of Applied Behavior Analysis offers a toolkit of techniques for modifying the behavior of individual animals, but has seldom been applied to non-human species, and often overlooks phylogenetic aspects of behavior. Notwithstanding the historical animosities between the two fields of animal behavior they are philosophically highly compatible – both being empiricist schools stemming ultimately from Darwin’s insights. Though each individually is incomplete, I argue that an integrated approach that synthesizes the strengths of each holds great promise in helping the many animals who need our assistance to survive and thrive in human-dominated environments.

Topsy is an online analytical tool that evaluates millions of archived and real-time tweets based on their relevancy to a specific criterion. This report studies what Topsy considers relevant, how to create a relevant tweet, the accuracy of Topsy’s relevancy score and whether Topsy is an acceptable tool for use in gauging class participation. After thorough investigation, Topsy was determined to be a great analytical tool for monitoring Twitter participation, yet lacks the fundamental ability to distinguish between tweets relevant to coursework and tweets relevant to everything else.

Access to reliable electricity is at least a co-requisite to sufficient human development. In many developing countries, the percentages of the rural population that have electricity access are often below 5%. Specifically in Uganda, only about 2% of the rural population is currently served by the electric grid. To create effective policy and implementation programs, this paper examines the current challenges and implications of the current energy sector of Uganda. Ostrom’s Social-Ecological Systems framework is employed to organize the driving forces, interactions, and key players of the current system, including recent rural electrification programs that have resulted in some success. However, the implications of the current system include multiple barriers to widespread rural electrification, including high costs and little revenue. The push for solar photovoltaic systems in Uganda also has many shortcomings to improving development within the country. I end by discussing an alternative approach to rural electrification called the Empower Ugandans to Power Uganda Project that offers a locally driven effort to electrification and development.