{"id":99792,"date":"2026-07-09T02:05:20","date_gmt":"2026-07-09T02:05:20","guid":{"rendered":"https:\/\/www.europesays.com\/ai\/99792\/"},"modified":"2026-07-09T02:05:20","modified_gmt":"2026-07-09T02:05:20","slug":"opinion-the-problem-with-googles-a-i-overview","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ai\/99792\/","title":{"rendered":"Opinion | The Problem With Google\u2019s A.I. Overview"},"content":{"rendered":"<p class=\"css-140ip4z e1me5xab0\">More than 60 percent of Google searches in the United States now end without the user clicking on a link. We type a question, read an artificial intelligence-generated summary of the results and leave with our answer.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">Google is hardly alone. Claude, ChatGPT and upstart competitors like Perplexity do roughly the same thing: They take a question and swiftly return an answer, compressing what used to be a meandering journey through the internet into an immediate arrival at your destination. The explorative phase of searches \u2014 clicking through links, stumbling onto unexpected pages, following a reference that leads to somewhere unplanned \u2014 is disappearing.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">For anyone who publishes on the internet, this is a troubling development, since it lowers website traffic and makes it hard to protect and profit from your intellectual property. But you might think it is good news for internet users. Could there be anything wrong with getting a reliable answer more quickly?<\/p>\n<p class=\"css-140ip4z e1me5xab0\">There is. By shortening the time between asking a question and getting an answer, these tools are actually undermining curiosity \u2014 and paradoxically threatening our ability to understand the world.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">I used to work at Google, about a decade ago. When I was there, we often measured the value of internet content based on factors that indicated user engagement, like clicks and scroll depth. The metric Google seemed to reward \u2014 people exploring \u2014 is precisely what its A.I. products are now designed to eliminate.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">I left Google to study neuroscience, and what I found in the research literature helps explain why the A.I. summary poses a danger to learning. Curiosity, it turns out, is not just an individual\u2019s desire to find out discrete facts; it\u2019s also a feature of our biology <a class=\"css-yywogo\" href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC4635443\/\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">designed<\/a> to help us learn more broadly. And it requires a specific condition: a gap between what you want to know and what you find out.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">Researchers have <a class=\"css-yywogo\" href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/25284006\/\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">found<\/a> that people in a state of curiosity, while waiting for an answer to an intriguing question, remember unrelated information they encounter during that time far better than they otherwise would. In that same study, the researchers also placed those people in brain scanners. They found that waiting for an answer activates reward circuits in the brain and readies the hippocampus to help form new memories. Similar findings have been <a class=\"css-yywogo\" href=\"https:\/\/www.sciencedirect.com\/science\/chapter\/bookseries\/abs\/pii\/S0079612316300589?via%3Dihub\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">reported<\/a> by other researchers in studies involving infants, older children and adults.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">In short, curiosity puts the entire brain into a mode of heightened receptivity \u2014 not just for the specific thing you want to know, but also for everything around it. Curiosity opens a window, and while the window is open, learning deepens across the board.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">But the window stays open only as long as the question remains unanswered. When an A.I. answers your search query in three seconds, the window closes before curiosity can deepen. You got what you came for, but you also lost what would have turned curiosity into learning: the adjacent article you might have read, the resulting tangent you might have followed, the connection between two ideas with no obvious relationship.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">Researchers call this incidental learning, and it\u2019s the mechanism behind many serendipitous discoveries. Scientific breakthroughs, artistic leaps, technological innovation \u2014 these rarely emerge from efficient retrieval of known information. They emerge from periods of undirected exploration, when people follow questions further than they need to and find things they weren\u2019t expecting. When the physicists Arno Penzias and Robert Wilson detected a persistent hiss in their radio antenna in 1964, they could have written it off as equipment noise; instead, they kept asking what it might be, and they ended up discovering the radiation left over from the Big Bang.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">Our technology is increasingly treating the territory between the query and the answer as dead space to be eliminated, when that territory is where most of the learning actually happens. The danger is not that people will stop asking questions. It is that questions will become endpoints. The loss is not serious in any single case. But fewer detours and fewer unexpected discoveries will have a cumulative effect. Over time, people trained this way become better at extracting ready-made conclusions than building connections of their own.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">To be sure, nobody is forced to use these tools. People can still browse and wander, still follow a chain of links into unfamiliar territory. But the default architecture of our digital platforms will make this less likely.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">Unlike other social costs of technological design \u2014 for instance, the addictive behaviors fostered by the infinite scroll on social media feeds \u2014 the loss of open-ended curiosity is not going to spur a class-action lawsuit against tech companies or inspire regulators to intervene. A.I. companies that want to do right by their users will have to take action themselves. Instead of burying sources behind paraphrases and replacing 10 links with one summary, they could make different design choices. They could keep sources more visible. They could show competing explanations, instead of compressing them into one smooth paragraph. They could offer alternative search modes that reward exploration over speed.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">I hope my former colleagues at Google and the engineers building similar tools elsewhere take these suggestions to heart, and that the industry develops best practices that protect curiosity rather than treating it as an afterthought. The space between a question and an answer has value, and that value should not be engineered away.<\/p>\n<p class=\"css-140ip4z e1me5xab0\">The most important discoveries are often not the ones we set out to make. If we build a world that delivers only what is asked for, we will lose the capacity to discover what we didn\u2019t know to ask.<\/p>\n<p class=\"css-f3337s erlrjdy0\">Anne-Laure Le Cunff is a researcher at the Institute of Psychiatry, Psychology and Neuroscience at King\u2019s College London. She is the author of \u201cTiny Experiments: How to Live Freely in a Goal-Obsessed World.\u201d<\/p>\n<p class=\"css-f3337s erlrjdy0\">The Times is committed to publishing <a class=\"css-yywogo\" href=\"https:\/\/www.nytimes.com\/2019\/01\/31\/opinion\/letters\/letters-to-editor-new-york-times-women.html\" title=\"\" rel=\"nofollow noopener\" target=\"_blank\">a diversity of letters<\/a> to the editor. We\u2019d like to hear what you think about this or any of our articles. Here are some <a class=\"css-yywogo\" href=\"https:\/\/help.nytimes.com\/hc\/en-us\/articles\/115014925288-How-to-submit-a-letter-to-the-editor\" title=\"\" rel=\"nofollow noopener\" target=\"_blank\">tips<\/a>. And here\u2019s our email: <a class=\"css-yywogo\" href=\"https:\/\/www.nytimes.com\/2026\/07\/08\/opinion\/mailto:letters@nytimes.com\" title=\"\" rel=\"nofollow noopener\" target=\"_blank\">letters@nytimes.com<\/a>.<\/p>\n<p class=\"css-f3337s erlrjdy0\">Follow the New York Times Opinion section on <a class=\"css-yywogo\" href=\"https:\/\/www.facebook.com\/nytopinion\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">Facebook<\/a>, <a class=\"css-yywogo\" href=\"https:\/\/www.instagram.com\/nytopinion\/\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">Instagram<\/a>, <a class=\"css-yywogo\" href=\"https:\/\/www.tiktok.com\/@nytopinion\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">TikTok<\/a>, <a class=\"css-yywogo\" href=\"https:\/\/bsky.app\/profile\/nytopinion.nytimes.com\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">Bluesky<\/a>, <a class=\"css-yywogo\" href=\"https:\/\/www.whatsapp.com\/channel\/0029VaN8tdZ5vKAGNwXaED0M\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">WhatsApp<\/a> and <a class=\"css-yywogo\" href=\"https:\/\/www.threads.net\/@nytopinion\" title=\"\" rel=\"noopener noreferrer nofollow\" target=\"_blank\">Threads<\/a>.<\/p>\n<p><script async src=\"\/\/www.instagram.com\/embed.js\"><\/script><script async src=\"\/\/www.tiktok.com\/embed.js\"><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"More than 60 percent of Google searches in the United States now end without the user clicking on&hellip;\n","protected":false},"author":2,"featured_media":99793,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[24,25,1555,132,1429,1153,684,20466],"class_list":["post-99792","post","type-post","status-publish","format-standard","has-post-thumbnail","category-google","tag-ai","tag-artificial-intelligence","tag-computers-and-the-internet","tag-google","tag-google-ai","tag-google-inc","tag-innovation","tag-search-engines"],"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/99792","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/comments?post=99792"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/99792\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media\/99793"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media?parent=99792"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/categories?post=99792"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/tags?post=99792"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}