Ben Lee

Ben Lee

@bcgl.bsky.social

Assistant Professor @ the University of Washington iSchool | formerly an Innovator in Residence @ Library of Congress | essays in WIRED, Gawker, The New Republic, Longreads, Current Affairs, etc. 🌐 www.bcglee.com

2.1K followers827 following81 posts

Contributions include: "Holocaust Memory and the Death of Web Search," "The Dangers of Holocaust Vibe," "Generative AI and Authenticity," "Post-Representation," "Responsible Stewardship," "AI in the Loop," "Sorting AI Out: Refusals & Futures," and "Forgetting"

We are grateful to the Mandel Center at the United States Holocaust Memorial Museum; UCLA's AI and Cultural Heritage Lab; and iSchool, Stroum Center for Jewish Studies, Simpson Center for the Humanities, and CALMA at the University of Washington for co-sponsoring the workshop & symposium!

Ben Lee reposted

Our new class aims to help students across the University of Washington gain a broader, better understanding of AI. Assistant Professor Ben Lee @bcgl.bsky.social has been teaching Informatics 110 as part of an effort to build robust AI literacy for all students. ischool.uw.edu/news/2026/02...

ischool.uw.eduInformatics class helps UW students get a handle on AIStudents today are being asked to engage with artificial intelligence in all aspects of their lives — in their personal lives, education and careers. But...

Ben Lee reposted

The plenary videos from the CNI meeting are now available: 🤝Shaping CNI’s Future Together 📚A Landscape of AI in Libraries @bcgl.bsky.social 🏆AUPresses Stand UP Award @brettbobley.bsky.social @aupresses.bsky.social 💰The State of Funding for US Higher Ed, Science, and Technology in a Time of Change

youtube.comCNI Fall 2025 Membership Meeting - YouTubeCNI Fall 2025 Membership Meeting videos at the Hyatt Regency on Capitol Hill Washington, DC. Learn more at: https://www.cni.org/mm/fall-2025

Ben Lee reposted

Figured I’d wait to post anything for this, but I can’t tell you how excited I am for us to have the opportunity to be funded to do this work. We really do believe that our project connecting communities, digital archives of the early Black press, and human-AI systems will have a large impact

Jim Casey@jimccasey1.bsky.social

It has been so much FUN to think with @profdancy.bsky.social, @snblickhan.bsky.social , Tiffanie R. Smith, and @bcgl.bsky.social & many others. Getting to dream & plan alongside these courageous people has been a real ray of hope in this otherwise horrible moment.

Ben Lee reposted

For "Communities in the Loop: AI for Cultures & Contexts in Multimodal Archives," congrats to: Jim Casey, Christopher Dancy, @snblickhan.bsky.social, Tiffany Smith, Benjamin Lee. (And I must also include @profgabrielle.bsky.social !)

Schmidt Sciences@schmidtsciences.bsky.social

JUST ANNOUNCED: Schmidt Sciences has awarded $11M to 23 teams globally for our Humanities and AI Virtual Institute (HAVI). These projects bring AI to history, archaeology, literature, and film, unlocking new understandings of human culture. Learn more: buff.ly/tvTUYwY

Seconding all of this — so much fun not work with so many people I deeply admire, and we can’t wait to share out as our project progresses!

Jim Casey@jimccasey1.bsky.social

It has been so much FUN to think with @profdancy.bsky.social, @snblickhan.bsky.social , Tiffanie R. Smith, and @bcgl.bsky.social & many others. Getting to dream & plan alongside these courageous people has been a real ray of hope in this otherwise horrible moment.

Honored to be giving an opening plenary talk on AI & libraries later today at CNI 2025! I’m excited for the conversation with Kate Zwaard and for the full program by @cni-org.bsky.social! www.cni.org/events/membe...

cni.orgScheduleCNI Fall 2025 Membership Meeting December 11-12, 2025 Hyatt Regency Washington on Capitol Hill Hotel, Washington, DC PDF Schedule View the CNI Fall 2025 Membership Meeting schedule & directory.…

Tomorrow, the CNI Fall meeting commences; safe travels to our attendees and speakers, journeying from near and far, who will be joining us in DC this Thursday and Friday. See the schedule at: www.cni.org/mm/fall-2025...

Ben Lee reposted

Ben Lee reposted

Thank you to @datarescueproject.org for publishing this blog post by @kdeeds.bsky.social and myself on GovScape! Extremely grateful to @datarescueproject.org for all their incredible work!

Data Rescue Project #DataRescue@datarescueproject.org

Guest Post on GovScape. It is a great example of how we can build on each other's systems and work to enable access to government information! Follow @govscape.bsky.social for more! www.datarescueproject.org/guest-post-g...

Very excited to have a software paper with @yh-huang.bsky.social in the CHR journal on the Digital Collections Explorer, our open-source multimodal viewer for digital collections!

Rebecca Sutton Koeser@suttonkoeser.bsky.social

Check out the recently published software paper on Digital Collections Explorer by @yh-huang.bsky.social and @bcgl.bsky.social - web-based, open-source exploratory, multimodal search for cultural heritage collections doi.org/10.1017/chr....

Ben Lee reposted

Anyone interested in govt transparency and public access should check out GovScape from @bcgl.bsky.social and his team👇 It's an incredibly powerful tool that allows visual, semantic text, and keywords search of 10 million U.S. government PDFs (70 million pages!) and counting: www.govscape.net

Ben Lee@bcgl.bsky.social

1/ Announcing GovScape – a public search system for 10 million U.S. government PDFs (70 million pages)! GovScape offers visual search, semantic text search, and keyword search. Explore below: Website: www.govscape.net ArXiv link: arxiv.org/abs/2511.11010

Ben Lee reposted

Huge step forward in enabling access and use of content archived from government websites!

Ben Lee@bcgl.bsky.social

1/ Announcing GovScape – a public search system for 10 million U.S. government PDFs (70 million pages)! GovScape offers visual search, semantic text search, and keyword search. Explore below: Website: www.govscape.net ArXiv link: arxiv.org/abs/2511.11010

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3/ The full GovScape architecture is detailed in this figure, showing how the client interacts with the server, DBs, and indices. We utilize FAISS for text embeddings and for CLIP embeddings, and SQLite FTS5 for keyword indexing.

2/ GovScape is built on top of the End of Term Web Archive (eotarchive.org) and currently contains all renderable PDFs (50 pages or fewer) from the 2020 crawl, documenting the first Trump administration. An overview of GovScape’s search functionality can be found in this diagram.

2/ The pre-processing pipeline ingests PDFs, renders them, generates CLIP and BGE embeddings of individual pages, and indexes the text. The total compute cost for GovScape's pre-processing pipeline for 10 million PDFs was approximately $1,500. Our code is available at: github.com/bcglee/govsc....

Ben Lee reposted

“For all its futuristic appeal, I felt myself turning to the past. I yearned to speak with my grandmother about her life.” A scholar at the intersection of AI and Holocaust memory wrestles with technology that speaks with the dead. By @bcgl.bsky.social: longreads.com/2025/09/25/a...

longreads.comUncanny Testimony - LongreadsAs the last Holocaust survivors approach the end of their lives, an AI scholar grapples with technology that promises to freeze them in time.

Ben Lee reposted

Appreciated this thoughtful piece from @bcgl.bsky.social. Eloquently puts into words some of concerns about a particular use of AI that I've been grappling with.

Longreads@longreads.com

“But what if, instead of resisting the deaths of the last survivors, we allow ourselves to accept their mortality?” The grandson of an Auschwitz-Birkenau survivor grapples with the use of AI to reanimate the dead. A new essay on @longreads.com, by @bcgl.bsky.social: longreads.com/2025/09/25/a...

Ben Lee reposted

My lab is running a study to investigate how serendipity relates to information seeking in digital collections. We're looking for researchers & practitioners who have used, designed, or stewarded digital collections to participate in our survey (<10 min): forms.gle/zGJDZZ14vx2M...

forms.gleSurvey on Serendipity and Information Seeking in Digital CollectionsPurpose of the Study We are seeking to understand the different methods of information seeking in digital collections. In addition, we would like to understand what the participants' perceptions of se...

My lab is running a study to investigate how serendipity relates to information seeking in digital collections. We're looking for researchers & practitioners who have used, designed, or stewarded digital collections to participate in our survey (<10 min): forms.gle/zGJDZZ14vx2M...

forms.gleSurvey on Serendipity and Information Seeking in Digital CollectionsPurpose of the Study We are seeking to understand the different methods of information seeking in digital collections. In addition, we would like to understand what the participants' perceptions of se...

With our Digital Collections Explorer, a collection steward can spin up a local viewer with just a few lines of code. An overview of the Digital Collections Explorer architecture can be found in this overview figure. The full codebase is available here: github.com/hinxcode/dig...

Very excited to have this article in Internet Histories with @tjowens.bsky.social and Jonah Estess! In the article, we study Colin Powell’s PowerPoint presentation to the UN Security Council and trace the PowerPoint through web archives

Trevor Owens@tjowens.bsky.social

🆕 New OA article in Internet Histories: “Powell.pps: Close & Distant Reading of Primary Sources in Web Archives” with @bcgl.bsky.social & Jonah Estess. Exploring traces of Powell’s UN PPT connecting web archives, platform studies, & digital history. Read it here www.tandfonline.com/doi/full/10....