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vectorinstitute.ai

Vector Faculty Member David Duvenaud and collaborators have published a new paper, “Scalable Gradients for Stochastic Differential Equations,” in Artificial Intelligence and Statistics. The paper uses backpropagation to fit stochastic […]

amii.ca

Is AI truly creative, or simply mathematical? Matthew Guzdial explores AI as a creative collaborator, its role in game design, and how it helps solve real-world challenges.

mila.quebec

Mila’s annual impact report offer a window into Mila’s cutting-edge research, solutions for the industry, and vital social discourse around the development of AI.

far.ai

Read our research on improving the safety and security of frontier AI systems, including our work on model evaluation, interpretability, and robustness.

carnegiescience.edu

Stay updated with the latest science news from Carnegie Science. Subscribe to our newsletter for insights on astronomy, planetary science, genetics, and more from leading researchers.

nasonline.org

The National Academy of Sciences (NAS) is a private, nonprofit organization of the country’s leading researchers, recognizing and promoting outstanding science.

arxiv.org

A system of non-tradable credits that flow between individuals like karma, hence proposed under that name, is a mechanism for repeated resource allocation that comes with attractive efficiency and fairness properties, in theory. In this study, we test karma in an online experiment in which human subjects repeatedly compete for a resource with time-varying and stochastic individual preferences or urgency to acquire the resource. We confirm that karma has significant and sustained welfare benefits even in a population with no prior training. We identify mechanism usage in contexts with sporadic high urgency, more so than with frequent moderate urgency, and implemented as a simple (binary) karma bidding scheme as particularly effective for welfare improvements: relatively larger aggregate efficiency gains are realized that are (almost) Pareto superior. These findings provide guidance for further testing and for future implementation plans of such mechanisms in the real world.

nature.com

Nature is the foremost international weekly scientific journal in the world and is the flagship journal for Nature Portfolio. It publishes the finest ...

openreview.net

Promoting openness in scientific communication and the peer-review process

github.com

Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.