#contentsummarizing — Public Fediverse posts

Search Engine Land: USA Today vs. Google AI Overviews: A World Cup battle for breaking news traffic. “USA Today Co. is using AI-assisted shell files to publish breaking sports coverage faster. The strategy is designed to capture search traffic before Google’s AI Overviews summarize the news. The publisher tested the approach during the 2026 Winter Olympics and is now using it for coverage of […]

Search Engine Land: USA Today vs. Google AI Overviews: A World Cup battle for breaking news traffic. “USA Today Co. is using AI-assisted shell files to publish breaking sports coverage faster. The strategy is designed to capture search traffic before Google’s AI Overviews summarize the news. The publisher tested the approach during the 2026 Winter Olympics and is now using it for coverage of […]

Gizmodo: You’ll Be Able to Search Apple Home-Connected Camera Footage Using AI This Fall. “Apple Home users might be familiar with the wall of notifications that the Home app sends on activity-heavy days. The company says that will change with the updates this fall. With the change, these notifications will be lumped together as one summary, similar to the way Apple Intelligence-compatible […]

Gizmodo: You’ll Be Able to Search Apple Home-Connected Camera Footage Using AI This Fall. “Apple Home users might be familiar with the wall of notifications that the Home app sends on activity-heavy days. The company says that will change with the updates this fall. With the change, these notifications will be lumped together as one summary, similar to the way Apple Intelligence-compatible […]

Mashable: TikTok AI text summaries are rolling back after wild errors. “TikTok was offering AI-powered text summaries of videos, but that’s no longer happening. Business Insider reported that the feature, which went live recently, is being heavily scaled back due to its propensity for strange, inexplicable errors.”

Mashable: TikTok AI text summaries are rolling back after wild errors. “TikTok was offering AI-powered text summaries of videos, but that’s no longer happening. Business Insider reported that the feature, which went live recently, is being heavily scaled back due to its propensity for strange, inexplicable errors.”

Search Engine Land: YouTube test replaces video titles with AI summaries. Gross! “Google is testing AI-generated summaries in YouTube feeds, replacing video titles with auto-written synopses. Some YouTube users are seeing video titles replaced by AI-generated summaries in the Android app. Reports on Reddit showed title-less video cards with collapsible summary boxes instead.”

Search Engine Land: YouTube test replaces video titles with AI summaries. Gross! “Google is testing AI-generated summaries in YouTube feeds, replacing video titles with auto-written synopses. Some YouTube users are seeing video titles replaced by AI-generated summaries in the Android app. Reports on Reddit showed title-less video cards with collapsible summary boxes instead.”

Yale University: AI Tools Like ChatGPT Make Learning Easier — and More Persuasive, Yale Study Finds. “With funding from ISPS, [Professor Daniel] Karell and his team set out to find if reading AI-written summaries of history help people learn better than reading human-written ones…. In a paper published in December in Social Science Computer Review, the researchers found that people who […]

Yale University: AI Tools Like ChatGPT Make Learning Easier — and More Persuasive, Yale Study Finds. “With funding from ISPS, [Professor Daniel] Karell and his team set out to find if reading AI-written summaries of history help people learn better than reading human-written ones…. In a paper published in December in Social Science Computer Review, the researchers found that people who […]

Yale News: AI’s hidden bias: Chatbots can influence opinions without trying. “Prior research has shown that content generated by artificial intelligence (AI) that has been prompted to be persuasive can indeed shift people’s opinions. But this study provides evidence that the same is also true of content that is not intended to change minds, such as the summaries that popular chatbots […]

Yale News: AI’s hidden bias: Chatbots can influence opinions without trying. “Prior research has shown that content generated by artificial intelligence (AI) that has been prompted to be persuasive can indeed shift people’s opinions. But this study provides evidence that the same is also true of content that is not intended to change minds, such as the summaries that popular chatbots […]

Search Engine Land: 44% of ChatGPT citations come from the first third of content: Study. “ChatGPT heavily favors the top of content when selecting citations, according to an analysis of 1.2 million AI answers and 18,012 verified citations by Kevin Indig, Growth Advisor.”

Search Engine Land: 44% of ChatGPT citations come from the first third of content: Study. “ChatGPT heavily favors the top of content when selecting citations, according to an analysis of 1.2 million AI answers and 18,012 verified citations by Kevin Indig, Growth Advisor.”

Bleeping Computer: Microsoft says bug causes Copilot to summarize confidential emails. “Microsoft says a Microsoft 365 Copilot bug has been causing the AI assistant to summarize confidential emails since late January, bypassing data loss prevention (DLP) policies that organizations rely on to protect sensitive information.”

Bleeping Computer: Microsoft says bug causes Copilot to summarize confidential emails. “Microsoft says a Microsoft 365 Copilot bug has been causing the AI assistant to summarize confidential emails since late January, bypassing data loss prevention (DLP) policies that organizations rely on to protect sensitive information.”

Raymond Camden: Summarizing PDFs with On-Device AI. “For today, I’m going to demonstrate something that’s been on my mind in a while – doing summarizing of PDFs completely in the browser, with Chrome’s on-device AI. Unlike the Prompt API, summarization has been released since Chrome 138, so most likely those of you on Chrome can run these demos without problem.”

Raymond Camden: Summarizing PDFs with On-Device AI. “For today, I’m going to demonstrate something that’s been on my mind in a while – doing summarizing of PDFs completely in the browser, with Chrome’s on-device AI. Unlike the Prompt API, summarization has been released since Chrome 138, so most likely those of you on Chrome can run these demos without problem.”

Ars Technica: Science journalists find ChatGPT is bad at summarizing scientific papers. “On the question of whether the ChatGPT summaries “could feasibly blend into the rest of your summary lineups, the average summary rated a score of just 2.26 on a scale of 1 (‘no, not at all’) to 5 (‘absolutely’). On the question of whether the summaries were “compelling,” the LLM summaries averaged just […]

https://rbfirehose.com/2025/09/23/ars-technica-science-journalists-find-chatgpt-is-bad-at-summarizing-scientific-papers/

TechCrunch: NotebookLM’s Video Overviews feature now supports 80 languages. “Google announced on Monday that it updated NotebookLM’s Video Overviews feature to support 80 languages, including French, German, Spanish, and Japanese. The company also upgraded Audio Overviews, enhancing non-English audio summaries to be more detailed.”

https://rbfirehose.com/2025/08/26/techcrunch-notebooklms-video-overviews-feature-now-supports-80-languages/

Engadget: AI summaries can downplay medical issues for female patients, UK research finds . “A new study surveyed real case notes from 617 adult social care workers in the UK and found that when large language models summarized the notes, they were more likely to omit language such as ‘disabled,’ ‘unable’ or ‘complex’ when the patient was tagged as female, which could lead to women receiving […]

https://rbfirehose.com/2025/08/13/engadget-ai-summaries-can-downplay-medical-issues-for-female-patients-uk-research-finds/

Engadget: AI summaries can downplay medical issues for female patients, UK research finds . “A new study surveyed real case notes from 617 adult social care workers in the UK and found that when large language models summarized the notes, they were more likely to omit language such as ‘disabled,’ ‘unable’ or ‘complex’ when the patient was tagged as female, which could lead to women receiving […]

https://rbfirehose.com/2025/08/13/engadget-ai-summaries-can-downplay-medical-issues-for-female-patients-uk-research-finds/

Engadget: Wikipedia cancels plan to test AI summaries after editors skewer the idea. “Wikipedia is backing off a plan to test AI article summaries. Earlier this month, the platform announced plans to trial the feature for about 10 percent of mobile web visitors. To say they weren’t well-received by editors would be an understatement. The Wikimedia Foundation (WMF) then changed plans and […]

https://rbfirehose.com/2025/06/15/engadget-wikipedia-cancels-plan-to-test-ai-summaries-after-editors-skewer-the-idea/

I will swear to you on the religious volume of your choice that I did not put these two stories together intentionally. From 9to5 Google: Google Weather in Search testing gen AI summaries . “When you search for ‘weather’ on mobile, Google might show generative AI summaries for local conditions. Google is showing this new card between the hourly and 10-day forecasts. By default, you get two […]

https://rbfirehose.com/2025/06/04/9to5-google-google-weather-in-search-testing-gen-ai-summaries/

I will swear to you on the religious volume of your choice that I did not put these two stories together intentionally. From 9to5 Google: Google Weather in Search testing gen AI summaries . “When you search for ‘weather’ on mobile, Google might show generative AI summaries for local conditions. Google is showing this new card between the hourly and 10-day forecasts. By default, you get two […]

https://rbfirehose.com/2025/06/04/9to5-google-google-weather-in-search-testing-gen-ai-summaries/

PsyPost: AI chatbots often misrepresent scientific studies — and newer models may be worse. “Published in Royal Society Open Science, the study found that the most widely used language models frequently overgeneralize the results of scientific studies—sometimes making broader or more confident claims than the original research supports. This tendency was more common in newer models and, […]

https://rbfirehose.com/2025/05/22/psypost-ai-chatbots-often-misrepresent-scientific-studies-and-newer-models-may-be-worse/

MakeUseOf: I Instantly Know if a YouTube Video Deserves My Time, Thanks to This Tool. “Let’s cut to the chase: TLDR (Too Long; Didn’t Read) is a Chrome extension that turns any web page or YouTube video into a pithy, bullet-style digest. Click the blue-and-white lightning icon, and a concise summary pops up in a sidebar. It doesn’t dump the full transcript on you, nor does it spoon-feed […]

https://rbfirehose.com/2025/05/10/makeuseof-i-instantly-know-if-a-youtube-video-deserves-my-time-thanks-to-this-tool/

TechCrunch: Particle brings its AI-powered news reader to the web. “Particle, the startup behind an AI-powered newsreader that aims to help publishers, not just steal their work, is bringing its product to the web.”

https://rbfirehose.com/2025/05/07/techcrunch-particle-brings-its-ai-powered-news-reader-to-the-web/

TechCrunch: Particle brings its AI-powered news reader to the web. “Particle, the startup behind an AI-powered newsreader that aims to help publishers, not just steal their work, is bringing its product to the web.”

https://rbfirehose.com/2025/05/07/techcrunch-particle-brings-its-ai-powered-news-reader-to-the-web/

Search Engine Journal: YouTube Tests AI Overviews In Search Results. “YouTube is now testing AI-powered video summaries in its search results, a feature similar to Google Search’s AI overviews. The new tool helps users find relevant videos faster by highlighting specific clips that best match their search criteria.”

https://rbfirehose.com/2025/04/25/search-engine-journal-youtube-tests-ai-overviews-in-search-results/

BBC: Grandmother gets X-rated message after Apple AI fail. “Louise Littlejohn, 66, received a voicemail message on Wednesday from a Lookers Land Rover garage in Motherwell inviting her to an event. An artificial intelligence (AI) powered service offered by Apple turned it into a text message which – to her surprise – asked if she been ‘able to have sex’ before calling her a ‘piece of ****’.”

https://rbfirehose.com/2025/03/09/bbc-grandmother-gets-x-rated-message-after-apple-ai-fail/

BBC: Grandmother gets X-rated message after Apple AI fail. “Louise Littlejohn, 66, received a voicemail message on Wednesday from a Lookers Land Rover garage in Motherwell inviting her to an event. An artificial intelligence (AI) powered service offered by Apple turned it into a text message which – to her surprise – asked if she been ‘able to have sex’ before calling her a ‘piece of ****’.”

https://rbfirehose.com/2025/03/09/bbc-grandmother-gets-x-rated-message-after-apple-ai-fail/

The Guardian: LA Times reportedly removes new AI tool from story after it downplayed KKK. “The Los Angeles Times has reportedly removed its new artificial intelligence (AI) tool from one of its articles, just a day after launching the feature. The publication unveiled a new AI-driven feature called ‘Insights’ this week, designed to accompany articles that express a particular viewpoint or are […]

https://rbfirehose.com/2025/03/07/the-guardian-la-times-reportedly-removes-new-ai-tool-from-story-after-it-downplayed-kkk/

The Guardian: LA Times reportedly removes new AI tool from story after it downplayed KKK. “The Los Angeles Times has reportedly removed its new artificial intelligence (AI) tool from one of its articles, just a day after launching the feature. The publication unveiled a new AI-driven feature called ‘Insights’ this week, designed to accompany articles that express a particular viewpoint or are […]

https://rbfirehose.com/2025/03/07/the-guardian-la-times-reportedly-removes-new-ai-tool-from-story-after-it-downplayed-kkk/

Columbia Journalism Review: We Compared Eight AI Search Engines. They’re All Bad at Citing News.. “Overall, the chatbots often failed to retrieve the correct articles. Collectively, they provided incorrect answers to more than 60 percent of queries. Across different platforms, the level of inaccuracy varied, with Perplexity answering 37 percent of the queries incorrectly, while Grok 3 had a […]

https://rbfirehose.com/2025/03/06/columbia-journalism-review-we-compared-eight-ai-search-engines-theyre-all-bad-at-citing-news/

Columbia Journalism Review: We Compared Eight AI Search Engines. They’re All Bad at Citing News.. “Overall, the chatbots often failed to retrieve the correct articles. Collectively, they provided incorrect answers to more than 60 percent of queries. Across different platforms, the level of inaccuracy varied, with Perplexity answering 37 percent of the queries incorrectly, while Grok 3 had a […]

https://rbfirehose.com/2025/03/06/columbia-journalism-review-we-compared-eight-ai-search-engines-theyre-all-bad-at-citing-news/

BBC: AI chatbots unable to accurately summarise news, BBC finds. “Four major artificial intelligence (AI) chatbots are inaccurately summarising news stories, according to research carried out by the BBC. The BBC gave OpenAI’s ChatGPT, Microsoft’s Copilot, Google’s Gemini and Perplexity AI content from the BBC website then asked them questions about the news.”

https://rbfirehose.com/2025/02/12/bbc-ai-chatbots-unable-to-accurately-summarise-news-bbc-finds/

BBC: AI chatbots unable to accurately summarise news, BBC finds. “Four major artificial intelligence (AI) chatbots are inaccurately summarising news stories, according to research carried out by the BBC. The BBC gave OpenAI’s ChatGPT, Microsoft’s Copilot, Google’s Gemini and Perplexity AI content from the BBC website then asked them questions about the news.”

https://rbfirehose.com/2025/02/12/bbc-ai-chatbots-unable-to-accurately-summarise-news-bbc-finds/

CNN: Apple is pulling its AI-generated notifications for news after generating fake headlines . “Apple is temporarily pulling its newly introduced artificial intelligence feature that summarizes news notifications after it repeatedly sent users error-filled headlines, sparking backlash from a news organization and press freedom groups.”

https://rbfirehose.com/2025/01/17/cnn-apple-is-pulling-its-ai-generated-notifications-for-news-after-generating-fake-headlines/

CNN: Apple is pulling its AI-generated notifications for news after generating fake headlines . “Apple is temporarily pulling its newly introduced artificial intelligence feature that summarizes news notifications after it repeatedly sent users error-filled headlines, sparking backlash from a news organization and press freedom groups.”

https://rbfirehose.com/2025/01/17/cnn-apple-is-pulling-its-ai-generated-notifications-for-news-after-generating-fake-headlines/

Raymond Camden: Summarizing with Transformers.js. “Earlier this month I took my first look at using Transformers.js, a JavaScript SDK around multiple different models hosted by Hugging Face. My initial experiments worked pretty OK I think. The sentiment analysis felt pretty good, and the object detection (with a cat demo of course), worked pretty good as well. I was curious how well […]

https://rbfirehose.com/2024/12/19/raymond-camden-summarizing-with-transformers-js/

Raymond Camden: Summarizing with Transformers.js. “Earlier this month I took my first look at using Transformers.js, a JavaScript SDK around multiple different models hosted by Hugging Face. My initial experiments worked pretty OK I think. The sentiment analysis felt pretty good, and the object detection (with a cat demo of course), worked pretty good as well. I was curious how well […]

https://rbfirehose.com/2024/12/19/raymond-camden-summarizing-with-transformers-js/