Below are two WorldCat records for the same book.
The first shows the pre-publication record, with the title as provided by the publisher, a projected date, and little else (Figure 1). The second is the record created after the book’s publication (Figure 2). Now, we see a fuller description, with the ISBN as a key match point that the two records share.
Two records. One book. With little in the metadata saying so.
Artificial intelligence is at the center of today’s technology conversation. At conferences, in headlines, and across product roadmaps, AI is everywhere. At the same time, linked data, once a major focus, seems less visible.
That perception may mislead in an important way. AI is not replacing linked data. It’s highlighting how essential structured, connected data really is.
These are not competing priorities. They’re converging technologies that are evolving together and, in many cases, making each other better.
Understanding that relationship starts with how AI systems actually work.
Funding and resourcing, technology, staffing, community needs and expectations—the pace of change library leaders now need to navigate and lead their organizations through is nothing short of breathtaking. Trends that took years to evolve now demand responses and strategic planning within months, or even days. Grounding those choices in rigorous, in-depth research remains essential.
At the same time, library decision-makers benefit from collective wisdom and insights shared among peers. Knowing how others are responding to similar pressures can help leaders calibrate their strategies and avoid reinventing the wheel. When those insights are confined to personal or regional networks, the limited perspective can restrict leaders’ views of how priorities and decisions are shifting.
“How many books are there on Islamic law?”
This was the deceptively simple question posed by a colleague while brainstorming the potential scope of a digitization project on Islamic legal history. For non-librarians, it might seem like something one could just “look up.” But as you and I know, that kind of analysis only begins with a simple question and branches out into many more complex issues of data analysis, accounting for duplicate titles, different editions, and multiple languages, etc.
But I decided to give it a go and survey a selected number of libraries in North America using the tool Choreo Insights. I published the in-depth results of my findings in another post on the Islamic Law Blog, but today wanted to talk more about the process.
There are times when a single organization’s decision to embrace a particular technology will have an outsized influence on everyone else in that sector. For example, with the release of “Toy Story” in 1995—the first feature-length film entirely created with CGI—Pixar set a new standard for animated movies. While CGI had been used before, the success of Pixar’s approach encouraged other studios to adopt the technology more quickly and fully.
We are at a moment like this today. The shifting of operational workflows to incorporate linked data will transform how libraries create, manage, and improve WorldCat, the largest source of library metadata in the world. OCLC’s strategy to champion this change, along with the support of its thousands of members, represents a significant event for the library profession worldwide.
There are almost as many reasons for digitizing library collections as there are collections themselves. Public libraries may do so to curate and promote unique local history or culture. Museums, of course, want to make their treasures available for study and enjoyment to people who can’t visit the physical building. And while academic libraries have just as many, varied reasons for beginning a specific digitization project, there’s often a longer-term goal in mind: to promote study and learning around the collection.
We recently announced a comprehensive strategy to bring linked data into mainstream library cataloging workflows. It’s a long-term approach, recognizing that most libraries will move to linked data slowly and incrementally—and we’re committed to providing tools and resources to support the transition for everyone.
Working closely with libraries around the world, we know that staff at some libraries are already educating themselves on the topic, piloting linked data services, and taking part in ongoing research. But we also know that many others have a lot of questions. In addition to technical issues, librarians are also wondering how linked data will impact and affect the work they are currently doing. To help, OCLC is rolling out linked data infrastructure and services that meet libraries where they are today and provide meaningful improvement to challenges facing libraries.
I’m delighted to share that OCLC has once more earned the top spot on Computerworld’s “Best Place to Work in IT” among midsize global organizations. Such distinction matters. This isn’t just an accolade for our team—it’s an affirmation of the vibrant culture, innovative spirit, and unwavering dedication we share with the library community.
You may be pondering, “What does this mean for me?” Let’s unpack the myriad ways this workplace recognition directly enriches your library’s experience.
Just over a year ago, I wrote about how the new WorldCat.org expands the impact of libraries everywhere. I went on to say (with no hesitation) that the redesign and rebuild had been the highlight of my career. Well, I’ve changed my mind.
Over the past year, we’ve seen how well the site helps people find the information they need in libraries. There’s encouraging data about improved reach, utility, and accessibility. But most of all, we view the launch of the redesigned site not as a “job completed,” but as inspiration to do even more.
So, what’s the new highlight of my career? The ability of WorldCat.org to serve as an ongoing, growing, centralized platform for library discovery.
We do lots of maintenance tasks in our daily lives. We change tires, clean the HVAC, and inspect our roof and gutters—the list goes on and on. Usually, we do these things to prevent bad things from happening. But have you ever stopped and considered the benefits?
Holdings maintenance—making sure your library’s WorldCat holdings are accurate and up to date—is a good example of how important maintenance is. But there’s still so much more at play. In fact, there are major benefits for your library, your users, and the wider library community.