Meta removed the word "train" from its commercial terms of service following backlash over AI scraping of publisher content, prompting news organizations worldwide to urge regulators to intervene and block the changes.
<p>Hoping to quell criticism, Meta has dropped the word “train” from its <a href="https://arstechnica.com/tech-policy/2026/10/meta-may-use-sweeping-new-commercial-tos-to-avoid-millions-in-ai-licensing-fees/">“streamlined” commercial terms of service</a> that kick in on October 30.</p>
<p>Last week, Meta faced backlash after legal experts <a href="https://www.niemanlab.org/2026/10/metas-new-commercial-terms-will-allow-the-scraping-of-news-sites-legal-experts-say/">warned</a> that the tech giant’s sweeping new commercial terms of service seemed to give Meta permission to endlessly scrape websites linked on business pages. Talking to Nieman Lab, experts suggested that Meta could possibly use the policy to avoid millions in licensing fees from news organizations by requiring all business users to share a wealth of AI training data simply for running a business page.</p>
<p>A Meta spokesperson confirmed that Meta did not alert users to the changed language following backlash. This potentially only adds to confusion ahead of the policy rollout. In response to backlash, Meta's spokesperson provided a statement to Ars, acknowledging Nieman Lab's initial report but not its follow-up report reiterating experts' concerns:</p><p><a href="https://arstechnica.com/tech-policy/2026/10/meta-drops-the-word-train-from-its-commercial-tos-after-ai-backlash/">Read full article</a></p>
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# Meta drops the word "train" from its commercial TOS after AI backlash
Source: [https://arstechnica.com/tech-policy/2026/10/meta-drops-the-word-train-from-its-commercial-tos-after-ai-backlash/](https://arstechnica.com/tech-policy/2026/10/meta-drops-the-word-train-from-its-commercial-tos-after-ai-backlash/)
What would help—as University of Wisconsin law professor Benjamin Sobel told Nieman Lab—would be if Meta added specific language to the policy where the company agrees to respect scraping instructions in robots\.txt files\. Since complying with robots\.txt is voluntary, Meta could possibly rely on the legally enforceable TOS omitting mentions of robots\.txt to scrape sites that attempt to block scraping via robots\.txt, experts suggested\.
When it comes to robots\.txt, “you can still express the preference, and unless it’s a legally enforceable preference, it can still be ignored all the same,” Sobel said\.
## Meta backlash is global
Criticism goes beyond Nieman Lab’s reporting, as news groups globally urge regulators to intervene and block Meta’s controversial terms from kicking in\.
A chief executive for the United Kingdom News Media Association, Theo Bamber, accused Meta of a “shameless land grab” relying on the “worst kind of arrogant tech platform bullying\.” Bamber urged UK regulators to “stand up for British creators and the business community” by “preventing Meta from setting this dreadful precedent\.”
Meanwhile, the European Publishers Council has already[asked](https://www.epceurope.eu/post/european-commission-should-be-extremely-concerned-about-meta-s-dilemma-for-european-publishers-hand)the European Commission to intervene\. “Publishers must be able to decide whether and how their journalism is used, and negotiate fair payment,” the group’s executive director, Angela Mills Wad, said\. “Burying such far\-reaching claims in platform terms is no substitute for consent\.”
Similarly, Danielle Coffey, the president and CEO of the News/Media Alliance—which Nieman Lab noted is the largest news publishing trade association in the US—[protested](https://www.newsmediaalliance.org/changes-to-meta-commercial-terms-of-use/)the terms as “outrageous and probably illegal\.”
In the US, Coffey urged regulators to recognize that Meta’s “decision to withhold access to its audience unless businesses allow Meta to scrape content from their websites is an appalling, bad\-faith policy, and a clear abuse of the company’s market power\.”
“It cannot be allowed to be implemented on October 30,” Coffey said\.
Meta removed controversial commercial terms that legal experts warned could permit scraping any business account's domains to train its AI models, clarifying the provisions applied only to ads and business products.
Meta removed controversial language from its commercial terms that experts said could have allowed it to scrape news sites to train its AI, following backlash from legal scholars and publishers.
Meta's updated commercial terms, effective October 30, may grant it permission to crawl and scrape content from websites associated with businesses using its platforms—including news publishers—to train its AI, potentially overriding robots.txt directives and bypassing licensing agreements, though Meta insists it is merely consolidating existing terms.
Legal experts warn that Meta's updated terms of service still allow broad scraping permissions, raising ongoing concerns about user data usage for AI training and beyond.