We’ve been accelerating our metadata development efforts and recently released version 5.4 of our metadata schema, and are planning to release version 5.5 (including support for multiple contributor roles and the CRediT taxonomy) this summer. We will also extend our grants schema based on the Funders Advisory Group work, and make progress on other changes as set out on our new metadata development roadmap.

Following my recent talk for the Boston Library Consortium, many of you expressed a strong interest in learning how to test the new generation of AI-powered academic search tools. Specifically, evaluating systems using Retrieval-Augmented Generation (RAG) was the top request, surpassing interest in learning more about semantic search or LLMs alone. This is a crucial topic, as these tools are rapidly entering our landscape.

2024 was a banner year for dataset resources in DataCite. The National Institute of Fusion Science registered over 10,000,000 datasets. These metadata are remarkably complete - a bright spot demonstrating great metadata at scale.

In this dual case study, we learn why the Howard Hughes Medical Institute (HHMI) relies on OA.Report and why OA.Report relies on ROR to help HHMI track compliance with its open access policy. “Even back then [in 2019], the best option was to lean on a big, community-owned solution. And it’s been great to see ROR effectively become the standard, the clear way forward for identifying organizations.” “We think ROR is terrific.

Persistent Identification and Machine-Actionable KnowledgeContinue reading on Medium »

Seamless image compositing with SDXL and ComfyUIContinue reading on Medium »

The Key to Achieving Artificial IntelligenceContinue reading on Medium »

A New Way to Teach AI How to Think, Not Just RespondContinue reading on Medium »

Towards a Comprehensive Classification System for Healthcare AI ApplicationsContinue reading on Medium »

Enhancing LLM Responses with Self-Generated ContextContinue reading on Medium »

This is the April issue of the monthly newsletter from the Rogue Scholar science blog archive. The newsletter reports on new blogs that have joined the platform, important technical updates in Rogue Scholar infrastructure, community updates, and other news relevant to Rogue Scholar users.Blogs added to Rogue Scholar Nine blogs from six different subject areas were added in April. Welcome everybody!