Semble use for research

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Related work | Data Counterfactuals

Adjacent research areas and starting papers, curated in Semble and synced into the site.

borgr/ATProto-links-bot

Relays paper links shared in the CoLab Discord to Bluesky and Semble, via a scheduled GitHub Action.

Managing scientific knowledge for policy on the ATmosphere - Mathew's newsletter

Two types of Atmosphere toolkit are needed if ATScience is to help scientists do science and better communicate it to other audiences: one serving the researchers and their teams, the other focused on aggregation and synthesis.

Building the European Research Area as a social network - MyHub Experiments Wiki

Powerful communities, simple sites Event co-creation use case MyHub on the ATmosphere

A Robust Decentralized Infrastructure for Trust-Aware Open Knowledge Sharing [DRAFT]

Semantic technologies and models have matured and become very powerful tools to increase the power and accuracy of recent AI approaches. However, we currently lack channels where semantically structured knowledge can be reliably published and queried, both by humans as well as AI agents. Here we show how this gap can be filled by a global ecosystem that aligns with the original Semantic Web vision with respect to openness, decentralization, and formal semantics, but also targets trust and redundancy. Our approach is based on the concept and technology of nanopublications with content-addressed identifiers and a layered peer-to-peer network of publishing services, query services, and user applications. It applies a trust algorithm from links that are published as nanopublications themselves. We present a novel trust propagation algorithm IDEBT and prove its properties of being robust, efficient to compute, and reproducible. We evaluate the ecosystem on a multi-node test deployment running a synthetic publish/query workload under two coverage configurations, complemented by a descriptive analysis of the live deployed trust network. Our positive results show that a such a decentralized network of services based on nanopublications has the capacity and potential to serve as a universal and globally integrated knowledge sharing platform.