It’s time for our twenty-third look back at the notable library stories from the past year.
10. Tariffs Impact Interlibrary Loan
Caught up in the sweeping and haphazard tariffs enacted by the Trump administration this year was the use of
international lending networks by research libraries.
9. AI Bots Ravage Library Websites
As a swarm of web crawlers seek to ingest anything and everything they can find, driven by the boom of “a vast scraping operation to build large language models (LLMs) that train generative AI programs,” many library servers found themselves
under attack this year.
8. Grokpedia Forks Up Wikipedia
In October, Elon Musk launched an AI-driven encyclopedia, billed as an alternative to Wikipedia’s “propaganda.” Critics were quick to point out that Grokpedia, however, clearly shows
its own bias.
Dishonorable Mention: Presidential Library Grift
Donald Trump has funneled money from multiple legal settlements, as well as an unconditional “gift” from Qatar in the form of a Boeing 747, into his presidential library fund,
raising eyebrows. (see also, the
Marc Rich scandal)
7. AI Guardrails Censor Library Searches
Love them or hate them, natural language searching, automated summaries, and other “artificial intelligence” features have become mainstream, even in the
library vendor marketplace. One of the more curious quirks that cropped up this year, thanks to the outsourcing of chatbots which
restrict information deemed harmful for liability purposes, was the observation that library discovery tools could be shown to
limit certain results accordingly.
6. Whither IMLS?
5. AI Lawsuits Aplenty
4. Political Firings
In May, shortly after a conservative group Tweeted, “The current #LibrarianOfCongress Carla Hayden is woke, anti-Trump, and promotes trans-ing kids,”
Donald Trump fired the Obama-appointed Librarian of Congress. As explained by the White House Press Secretary, “There were quite concerning things that she had done at the Library of Congress in the pursuit of DEI and putting inappropriate books in the [national depository] library for children.” Trump also fired the
head of the National Archives and the
head of the Copyright Office this year.
Honorable Mention: The Return of Reading Rainbow
Don’t take my word for it, but in September, a
reboot of the popular television series was announced. Library advocate
Mychal Threets will be the new host.
3. Anti-DEI Policies Lead to Government Censorship
2. Yet More Moral Panic Over Library Books
1. The AI Slop Avalanche
It’s no secret that chatbots, in their attempt to mimic human conversation, simply make stuff up. As this type of AI becomes more prevalent, libraries are feeling the impact of an increase in
fake citations,
procedurally–
generated books, and other “
AI slop.” It remains to be seen if we can prevent the “
enshittification” of Internet content.
What are your predictions for 2026? How will the AI bubble impact libraries?
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