‘openness’ often enables systemic exploitation of developers’ and creators’ labor while maintaining the infrastructural and ecosystem dominance of the largest firms. In the context of high levels of corporate concentration and gatekeeping over the ingredients necessary to build AI systems, ‘open’ AI as currently operationalized is primed for... See more
What is at stake is the design of a new content production and distribution ecosystem that will shape the entire digital environment and our societies. As has been the case in the past, a strong actor committed to the values of openness and free knowledge has a chance to tip the balance away from closed ecosystems controlled by commercial... See more
Mixture of experts , MoE or ME for short, is an ensemble learning technique that implements the idea of training experts on subtasks of a predictive modeling problem.
In the neural network community, several researchers have examined the decomposition methodology. [...] Mixture–of–Experts (ME) methodology that decomposes the input space, such that
There are con -cerns about the responsibilities of researchers and developers who use publicly available data to build AI. Copyright measures are not the best way to address these issues, and open licensing is not the best way to safeguard digital rights and uphold ethical behavior. To address the factors that contributed to the misuse of open... See more
The old ideals of free flow of, access, and sharing of information that propelled the open movement in the early 2000s are ill-equipped to address the challenges of the modern internet related to the surveillance and profiling of users and the add-based business model of companies that dominate the internet landscape. Because of the evolution of... See more
Wikipedia marked its 22nd anniversary in January. It remains, in many ways, a throwback to the Internet’s utopian early days, when experiments with open collaboration — anyone can write and edit for Wikipedia — had yet to cede the digital terrain to multibillion-dollar corporations and data miners, advertising schemers and social-media... See more
Stewards of the information commons – and in particular organizations manag -ing open licensing frameworks and content-sharing platforms – are among those stakeholders who should face the challenge of mitigating risks and harms associ -ated with and caused by the open sharing of content as an information commons. These stakeholders need to... See more