[…] early and openly as possible. The increased transparency allied to an ongoing healthy skepticism and scrutiny of research in open workflows is seen as key to helping expose questionable research practices. Supporters of the shift to more open science believe […]
[…] for short-term goal achievement? 4.Invest adequately in infrastructure and resources. As we prepare for growth, are we accounting for streamlining workflows, allocating resources to the right places, and focusing on the right success metrics? Focus on the organizational goals AND […]
[…] and efficacy. In Gale Digital Scholar Lab (full disclosure, my employer), a Notebook embedded within the tool’s text- and data-mining workflow gives individuals or groups a way to track decisions, share information over the course of a project, or complete […]
[…] publishers, service providers, funders, researchers, librarians, institutions, etc. I’m often surprised at how little we know about each other’s mindset, workflows, challenges, and opportunities, so I’m keen to learn more. No one stakeholder can (or should) solve all the problems […]
[…] not just unproven, flashy products Ensure GenAI adoption undergoes human validation of output and supervision through careful implementation across publishing workflows Pay attention to the ongoing copyright disputes highlighting the tension between AI training on copyrighted content and fair use […]
[…] stakeholders that are less familiar with these industry standards, and need more flexible ways to incorporate analytics into their existing workflows. Analytics need to become more inclusive — more intuitive, more visual, and more context-sensitive in order to be impactful […]
[…] digital lending if it cannot apply to in-copyright works? A substantial amount of investment has been made in systems and workflows in support of CDL, far more than would be merited for emergency use or for materials that are out […]
[…] are far from perfect. Despite the availability of sophisticated technologies, most peer review systems often rely heavily on a single workflow, leading to delays in fast-moving fields where timely research is critical. The quality of reviews varies widely—some are thorough […]
[…] AI for the remainder of the review. So I’d like to toss out an idea for what an innovative AI workflow for peer review might look like. Step 1- Human desk review Step 2- Automated AI review feedback to help […]
[…] release a first report soon. Thirdly, of course, is artificial intelligence (AI). Here, I think the challenge is to devise workflows that use AI effectively and responsibly, delivering some real and tangible benefits such as increased publication speed and greater […]
[…] model the full variety of publishing organizations in terms of program scale, scope, organizational goals, the number and complexity of workflows, the scale of technical debt, and relationships with learned societies. There are commonalities, sure, but from a research infrastructure […]
[…] aligned with course learning outcomes and goals. Instructors may also use Alethea’s AI Instructor Assistant, which supports the assignment creation workflow, leveraging instructor’s input to generate effective questions. In addition, the course instructor has access to heatmaps and dashboards that […]
[…] informs continuous enhancements across all areas: User experience validation: Feedback gathered during testing helps us refine the product interface, streamline workflows and enhance user experience and satisfaction. Performance testing: Real-world usage scenarios during testing also help assess performance under different […]
[…] using these AI tools. Sometimes researchers’ AI experiments go as planned, improving quality and efficiency in various parts of their workflow including literature reviews, data analysis, writing and revision, and more. Other times they fall short, leaving researchers with inaccurate […]
[…] as they try to make sense of funder mandates. AI is all around us, be it in research and publishing workflows, or in the promise and potential threats of LLMs. How do you see AI affecting your work life, and […]