The LC Labs department of the Library of Congress recently published a comprehensive report on its Humans-in-the-Loop initiative, which crowdsourced volunteers to train a machine learning (ML) tool to extract structured data from one of the library’s digital collections. It also explored the intersection of crowdsourcing and ML algorithms more broadly. The project resulted in a framework that will inform future crowdsourcing and data enrichment projects at LC, and the report offers other libraries and cultural heritage institutions insights and advice for developing engaging, ethical, and useful crowdsourcing projects of their own.

Libraries have experienced dramatic changes in the last several years as a result of COVID and other external forces. As librarians look ahead to the future, here are three key trends that will shape their needs going forward.

Charlotte Mecklenburg Library (CML), NC, in March 2022 will begin distributing 20,000 free, refurbished laptops to Mecklenburg County adults who do not have their own home computers through its MeckTech Computer Kit Program. Separately, this month CML began rolling out MeckTech Connect, a pilot program that will provide free broadband internet service to about 800 households in Charlotte’s West Boulevard Corridor.

UPDATE: On December 9, the Association of American Publishers (AAP), filed suit against the Maryland Attorney General seeking to overturn House Bill 518/(SB432). The law requires publishers to offer "electronic literary product" licenses to Maryland libraries “on reasonable terms,” and prohibits publishers from instituting embargo periods during which ebook and electronic audiobook licenses are available for sale to the public but not to libraries.

The latest report from Ithaka S+R, “Big Data Infrastructure at the Crossroads,” released December 1, offers critical findings and recommendations on the ways higher ed researchers, scholars, and technicians can partner with university and college librarians to support data research. The report was built from quantitative results and interview transcripts produced by a cohort of librarians at each participating institution.

Dark matter, seashells, and CRISPR feature in the best science and technology books of 2021.

A partnership between Las Vegas–Clark County Library District and the Regional Transportation Commission of Southern Nevada is bringing the library’s digital resources to every bus in town. Las Vegas transit riders, including out-of-towners, can now immediately access Las Vegas Clark County Library District’s treasure trove of free movies, ebooks, audiobooks, and magazines with one simple download, without physically being in the library or having a library card.

Best sellers in engineering and technology, October 2020 to date, as identified by GOBI Library Solutions from EBSCO.

The Association of College & Research Libraries and Public Library Association have launched Benchmark: Library Metrics and Trends, a new digital resource for data analysis and visualization designed to “help libraries plan, make informed decisions, and tell the story of their impact.”