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As AI Hype Fades, Analysts Say ‘Boring’ Tools May Last Longer Online

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After a year of intense attention on flashy AI applications, analysts are noting a shift in user experience, with practical, low-profile tools likely to have a longer-term impact than more sensational AI offerings.

In 2025, “AI slop”—low-quality or unwanted AI-generated content—became a major feature of the Internet. From confusing chatbots to nonsensical product summaries, AI slop appeared across search engines, e-commerce platforms, and even official communications. Online media and consumer intelligence firm Meltwater reported that mentions of “AI slop” grew ninefold this year compared to 2024, with negative sentiment peaking at 54 percent in October. According to SEO firm Graphite, AI-generated content now represents more than half of all English-language material online. The term was even named Word of the Year 2025 by Merriam-Webster and Australia’s national dictionary.

Analysts warn that much of this content reflects “solution-led design,” where technology is added first, then products are built to justify it. Kate Moran, vice president of research at Nielsen Norman Group, said companies have often introduced AI in ways that confuse users rather than solve problems. She cited Meta’s AI search feature on Instagram, which replaced the traditional search bar and was quickly rolled back after user backlash. Consumer AI hardware, such as the Humane AI Pin, also received negative reviews, suggesting that “solutions are being built for problems that don’t exist,” according to Logitech CEO Hanneke Faber.

Even as some firms continue to launch flashy AI apps, user engagement has been muted. Meta introduced its AI video app “Vibes” in Europe this year, but early reports indicate just 23,000 daily users across the continent, concentrated in France, Italy, and Spain. This contrasts with the company’s previous efforts to prioritize “authentic storytelling” over low-value AI-generated content.

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Experts say that practical, low-interaction AI features may be more effective in improving user experience. Moran highlighted Amazon’s AI-generated summaries of product reviews as a valuable example, providing quick insights without requiring user input. Similarly, Daniel Mügge, a researcher at the University of Amsterdam, argued that European tech investment should prioritize AI applications that solve concrete problems in robotics, manufacturing, or other sectors, rather than tools that amplify advertising or create low-quality content.

Platforms like Pinterest and YouTube are already responding to user frustration by allowing people to limit AI-generated content. Analysts say these “boring” but useful tools are shaping a more intentional approach to AI design.

“Smaller, specialized AI products can make a real difference for users without grabbing headlines,” Moran said. Mügge added that focusing on practical applications allows smaller companies to contribute meaningfully while avoiding a direct race with dominant AI developers.

As the AI hype cools, analysts agree that thoughtful, problem-focused tools are likely to outlast flashy applications, shaping the future of the Internet in ways that matter to everyday users.

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Google Removes Some AI Health Summaries After Accuracy Concerns

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Google has reportedly removed certain AI-generated summaries for health-related searches after an investigation found that some of the information provided could be misleading.

The summaries, known as AI Overviews, appear at the top of search results and are designed to provide concise answers to user questions. A report by the Guardian newspaper found that several AI Overviews contained inaccurate health information, raising concerns about potential harm to users.

The investigation highlighted cases where the AI supplied numbers with little context in response to queries such as “what is the normal range for liver blood tests?” and “what is the normal range for liver function tests?” The results did not account for differences based on age, sex, ethnicity, or nationality. In some cases, Google’s AI extracted data from Max Healthcare, an Indian hospital chain in New Delhi, rather than providing verified global medical guidance.

Featured snippets, which also appear at the top of Google search results, differ from AI Overviews because they extract existing text from relevant websites rather than generating new content. However, the Guardian noted that even variations of liver test queries, such as “[liver function test] lft reference range,” continued to produce AI-generated summaries. Liver function tests measure proteins and enzymes in the blood to evaluate how well the liver is performing.

In one example, Google’s AI reportedly advised pancreatic cancer patients to avoid high-fat foods. Experts told the Guardian that such guidance could be dangerous, potentially increasing the risk of mortality among patients.

The Guardian’s findings come amid broader concerns about AI chatbots “hallucinating,” a term used to describe when AI systems generate false or misleading information due to incomplete or inaccurate data. Experts have warned that reliance on AI for medical information could pose serious risks if users interpret these responses as authoritative.

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Euronews Next contacted Google to confirm whether AI Overviews had been removed from certain health queries but did not receive an immediate response. Google announced over the weekend that it would expand AI Overviews to Gmail, allowing users to ask questions about their emails and receive automated answers without searching through messages manually.

The development underscores ongoing tensions between AI innovation and accuracy, particularly in sensitive areas such as healthcare. As AI tools become more integrated into search engines and email platforms, experts emphasize the importance of verifying information with trusted medical sources and cautioning users against relying solely on machine-generated summaries.

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ChatGPT Launches Health Feature to Help Users Manage Medical Information

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OpenAI has unveiled a new health-focused feature for ChatGPT, aimed at helping users better understand their well-being and prepare for medical conversations. The tool, called ChatGPT Health, connects users’ personal health data, such as medical records and wellness apps, to deliver more personalized guidance.

The feature is designed as a standalone experience within ChatGPT, with health-related chats, files, and connected apps kept separate from users’ other conversations. OpenAI said health information is not shared with non-health chats, and users can view or delete Health memories at any time through the platform’s settings.

“ChatGPT Health is another step toward turning ChatGPT into a personal super-assistant that can support you with information and tools to achieve your goals across any part of your life,” Fidji Simo, OpenAI’s applications CEO, said in a post on Substack.

Users can connect apps such as Apple Health, MyFitnessPal, and Function to ChatGPT Health. The AI can then help interpret recent test results, offer guidance for doctor appointments, and provide insights on diet, exercise routines, or healthcare choices. OpenAI emphasized that all app connections require explicit user permission and undergo additional privacy and security reviews.

OpenAI stressed that the tool is not intended to replace medical care. ChatGPT Health is designed to assist users in understanding patterns in their health and supporting everyday wellness questions. The company said the platform was developed with input from more than 260 physicians across 60 countries, who provided feedback on model outputs over 600,000 times.

Health-related queries are already a major reason people use ChatGPT, with the company reporting that over 230 million questions about health and wellness are asked globally each week. ChatGPT Health aims to make these interactions more personalized by leveraging data from users’ medical and wellness apps.

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Access to ChatGPT Health is initially limited to a small group of early users with Free, Go, Plus, or Pro accounts. Users in the European Economic Area, Switzerland, and the United Kingdom are not included in the early rollout due to stricter local health and data regulations. Some app integrations and medical record access are currently only available in the United States.

OpenAI said it plans to expand ChatGPT Health to all users on web and iOS in the coming weeks as the platform is refined.

The company highlighted that the feature is meant to complement, not replace, professional medical advice. By providing insights from personal health data and helping users track trends over time, ChatGPT Health seeks to make individuals better prepared for discussions with their healthcare providers.

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CES 2026 Set to Showcase AI Everywhere, Next-Gen Laptops, and Robotics

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The world’s largest technology exhibition, CES 2026, opens Tuesday in Las Vegas, following two days of media previews. The event will feature over 4,500 exhibitors, including 1,400 start-ups and major companies such as Meta, Lenovo, Samsung, and Nvidia, offering a glimpse into the latest developments in artificial intelligence, consumer electronics, and robotics.

Last year, CES attracted more than 140,000 attendees across multiple venues, amid economic uncertainty and discussions on tariffs under the Trump Administration. Paolo Pescatore, a tech analyst, said the focus has shifted from simply showcasing connected devices to exploring how people interact with them and the content they access.

Artificial intelligence will play a central role at this year’s show. Industry leaders are integrating AI into nearly every category of technology. Nvidia CEO Jensen Huang is expected to present the company’s latest productivity-focused AI solutions, while AMD CEO Lisa Su will outline her vision for future AI developments. Lenovo CEO Yuanqing Yang will also address AI integration in consumer devices and enterprise solutions.

A competition over next-generation chips is anticipated to dominate attention. Intel has unveiled its Core Ultra “Panther Lake” platform, while Qualcomm introduced the Snapdragon Elite X2, a mobile processor for Windows on Arm devices. These advancements are expected to spark a wave of new laptop announcements. LG has teased its 2026 Gram Pro line, including what it claims is the “world’s lightest 17-inch RTX laptop.”

Tim Danton, editor of TechFinitive.com, said, “CES 2026 won’t be short of laptops. Intel’s new chips promise high performance and long battery life, and we’re likely to see innovative designs, including rollable screens and more repairable models.”

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CES will also feature innovations across healthcare, wearables, vehicles, and gaming. Sony Honda Mobility is expected to present a production version of its Afeela electric vehicle. Domestic robotics will be highlighted as well, with LG unveiling its helper bot “CLOiD,” designed for indoor household tasks. Ben Bajarin, CEO of Creative Strategies, said humanoid robots will increasingly appear at the show, marking the rise of “physical AI”—artificial intelligence that manifests in real-world applications such as autonomous cars and home assistants.

Samsung will showcase new uses of OLED technology, integrating it into AI-powered devices to enhance displays, including an AI OLED Bot that functions as a teaching assistant in educational settings.

Bajarin added that concerns over an AI bubble have eased. “This is more of a build-out than a bubble. We are at the start of a major industrial investment cycle, laying the groundwork for future computing capabilities,” he said.

CES 2026 promises a wide array of AI-driven gadgets, next-generation laptops, and autonomous robotics, reflecting the growing influence of artificial intelligence across industries and everyday life.

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