This paper explores the environmental impact of the super-linear growth trends for AI from a
holistic perspective, spanning Data, Algorithms, and System Hardware. We characterize the …

Start-ups have revolutionised many economic ecosystems, becoming innovation pioneers
around the world. Most are based on data-driven business models, particularly relying on …

There is increasing recognition about health-oriented datasets that could be regarded as
intangible assets: distinct assets with future economic benefits but without physical …

We run a field experiment to quantify the economic returns to data and informational ex-
ternalities associated with algorithmic recommendation relative to human curation in the …

This study focuses on how start-ups use machine learning technology to create and
appropriate value. A firm's use of machine learning can activate data network effects. These …

We run a field experiment to study the relative performance of human curation and
automated personalized recommendation technology in the context of online news. We …

Firms increasingly leverage external data with an aim to unlock improvements in their
offerings, but it is challenging to measure the value of external data. Collaborating with a …

The metaverse, a virtual realm where individuals can engage in a plethora of experiences
and interact with one another, is rapidly gaining traction among both consumers and …

Common regulatory perspective on the relationship between data, value, and competition in
online platforms has increasingly centered on the volume of data accumulated by incumbent …

The arrival of creative machines—software capable of producing humanlike creative content—
has triggered a series of legal challenges about intellectual property. The outcome of these …