Tech
AI chatbots are becoming everyday tools for mundane tasks, use data shows
Artificial intelligence is fast becoming “part of the furniture.” A decade after IBM’s Watson triumphed on “Jeopardy!,” generative AI models are in kitchens and home offices. People often talk about AI in science fiction terms, yet the most consequential change in 2025 may be its banal ubiquity.
To appreciate how ordinary AI use has become, it helps to remember that this trend didn’t start with generative chatbots. A 2017 Knowledge at Wharton newsletter documented how deep learning algorithms were already powering chatbots on social media and photo apps’ facial recognition functions. Digital assistants such as Siri and Alexa were performing everyday tasks, and AI-powered image generators could create images that fooled 40% of viewers.
When ChatGPT became publicly available on Nov. 30, 2022, the shift felt sudden, but it was built on years of incremental integration. AI’s presence is now so mundane that people consult chatbots for recipes, use them as study partners and rely on them for administrative chores.
As a writer and professor who studies ways that generative AI can be an everyday collaborator, I find that recent usage reports show how AI has been woven into everyday life. (Full disclosure: I am a member of OpenAI’s Educator Council, an uncompensated group of higher education faculty who provide feedback to OpenAI on educational use cases.)
Who’s using ChatGPT and why?
Economists at OpenAI and Harvard analyzed 1.5 million ChatGPT conversations from November 2022 through July 2025. Their findings show that adoption has broadened beyond early users: It’s being used all over the world, among all types of people. Adoption has grown fastest in low- and middle-income countries, and growth rates in the lowest-income countries are now more than four times those in the richest nations.
Most interactions revolve around mundane activities. Three-quarters of conversations involve practical guidance, information seeking and writing. These categories are for activities such as getting advice on how to cook an unusual type of food, where to find the nearest pharmacy, and getting feedback on email drafts. More than 70% of ChatGPT use is for nonwork tasks, demonstrating AI’s role in people’s personal lives. The economists found that 73% of messages were not related to work as of June 2025, up from 53% in June 2024.
Claude and the geography of adoption
Anthropic’s economic index paints a similar picture of uneven AI adoption. Researchers at the company tracked users’ conversations with the company’s Claude AI chatbot relative to the working-age population. The data shows sharp contrasts between nations. Singapore’s per-capita use is 4.6 times higher than expected based on its population size, and Canada’s is 2.9 times higher. India and Nigeria, meanwhile, use Claude at only a quarter of predicted levels.
In the United States, use reflects local economies, with activity tied to regional strengths: tech in California, finance in Florida and documentation in D.C. In lower-use countries, more than half of Claude’s activity involves programming. In higher-use countries, people apply it across education, science and business. High-use countries favor humans working iteratively with AI, such as refining text, while low-use countries rely more on delegating full tasks, such as finding information.
It’s important to note that OpenAI reports between 400 million and 700 million weekly active users in 2025, while third-party analytics estimate Claude at roughly 30 million monthly active users during a similar time period. For comparison, Gemini had approximately 350 million monthly active users and Microsoft reported in July 2025 more than 100 million monthly active users for its Copilot apps. Perplexity’s CEO reported in an interview that the company’s language AI has a “user base of over 30 million active users.”
While these metrics are from a similar time period, mid-2025, it’s important to note the differences in reporting and metrics, particularly weekly versus monthly active users. By any measure, though, ChatGPT’s user base is by far the largest, making it a commonly used generative AI tool for everyday tasks.
Everyday tool
So, what do mundane uses of AI look like at home? Consider these scenarios:
- Meal planning and recipes: A parent asks ChatGPT for vegan meal ideas that use leftover kale and mushrooms, saving time and reducing waste.
- Personal finance: ChatGPT drafts a budget, suggests savings strategies or explains the fine print of a credit card offer, translating legalese into plain language.
- Writing support: Neurodivergent writers use ChatGPT to organize ideas and scaffold drafts. A writer with ADHD can upload notes and ask the model to group them into themes, then expand each into a paragraph while keeping the writer’s tone and reasoning. This helps reduce cognitive overload and supports focus, while the writer retains their own voice.
These scenarios illustrate that AI can help with mundane decisions, act as a sounding board and support creativity. The help with mundane tasks can be a big lift: By handling routine planning and information retrieval, AI frees people to focus on empathy, judgment and reflection.
From extraordinary to ordinary tool
AI has transitioned from a futuristic curiosity to an everyday co-pilot, with voice assistants and generative models helping people write, cook and plan.
Inviting AI to our kitchen tables not as a mysterious oracle but as a helpful assistant means cultivating AI literacy and learning prompting techniques. It means recognizing AI’s strengths, mitigating its risks and shaping a future where intelligence—human and artificial—works for everyone.
This article is republished from The Conversation under a Creative Commons license. Read the original article.
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Tech
I Tested Garmin Watches for a Decade While Hiking, Biking, and Climbing. Here’s What You Should Buy
Last year, Garmin introduced a Pro version that incorporates the inReach’s satellite communications savvy. Not only does it cost at least $400 more than the Apple Watch Ultra and $200 more than the regular Fenix 8, but you also have to pay for the inReach subscription plan, which has several tiers and ranges from $8/month to $50/month depending on whether you want features like unlimited texting or sending photo messages.
What you get for this mind-boggling price is a sports watch that can do anything and everything. It has best-in-class battery life (every Fenix can last for weeks on a single charge, and up to a month with solar charging) and features like the depth sensor from Garmin’s Descent line, which means this watch works as a full-on dive computer for scuba and free diving. It has a microphone and speaker for basic voice commands (although no onboard cellular connectivity), the surprisingly useful built-in LED flashlight, and Garmin’s signature built-in topographic maps, 24/7 health monitoring, and tracking for over a hundred different activities.
I’ve taken the 51-mm version on pretty much every outdoor sport—snowboarding, trail running, mountain biking, and rock climbing. Every time I use it, its capabilities far outclass my own. I have irritated many a fellow climber by attempting to track route difficulty, duration, and falls while integrating my Body Battery metrics and so on. The danger is always that you’ll spend more time fiddling with your Garmin Fenix 8 than you do with your actual sport. I have the version with the sapphire glass face and the titanium bezel, and have smashed it into rock faces with nary a scratch. If you’re up for paying the price and want a good-looking watch that will last forever (I have friends who are still wearing their Fenix 5s and 6s, and honestly, they’re fine), this is the one to get.
Best Running Watch
The Garmin Forerunner series launched in the early 2000s and has become the quintessential runner’s watch. Like all Garmins, the Forerunner comes in a range of price points, each offering different features. Last year, Garmin released the Forerunner 570 ($550), a midrange model with no LED flashlight or onboard maps, and the Forerunner 970 ($750), which is the premium version. Before I go into detail about why the Forerunner 970 is the best option, I should also say that I have tested many previous Garmin Forerunners at various price points. If you’re not a triathlete, the older Forerunners are still worth considering, and the entry-level $200 Forerunner 165 is aimed explicitly at runners, instead of including triathletes as the more expensive models do.
Tech
Save Up to 40% With These Acer Promo Codes and Discounts
Acer is one of the top largest PC manufacturers in the world, perhaps best known for its gaming line and budget-friendly options. If you’ve already got your eye on an Acer product like a laptop or monitor, and are shopping at the company’s online storefront, you should be using one of these Acer promo codes and coupons to save some cash on your purchase.
Save 40% on Accessories When You Build an Acer Bundle
If you’re buying from Acer, you’re most likely shopping for either a desktop PC or laptop. With this discount, you can get a really solid deal on accessories if you bundle it with a mouse, laptop bag, or headset. When you go to purchase a PC, just click “Build Bundle” and you’ll see some of the eligible options, all of which are reduced by 40%. The Nitro Mechanical Keyboard, for example, goes from $50 to just $30. That 40% is a real discount, too, as that same keyboard costs $50 on Amazon when I checked.
Beyond peripheral add-ons, you can also save 10% off Acer Care Plus extended service plans or McAfee LiveSafe antivirus subscriptions. You can bundle up to five products together to save the most money. If you’re headed off to college (or have a kid in the family), a bundle like this can get you everything you need for a gaming or studying setup on the go.
Shop Rotating Weekly Deals on Monitors and Gaming Gear
Acer’s PC gaming offerings come in either the flagship Predator brand or the budget-tier Nitro. Acer offers rotating weekly deals on everything from monitors to gaming laptops, some of which are my favorites that I’ve tested in their given category. The Acer Nitro V 16, for example, was a budget gaming laptop that I recommended quite a lot last year because of its incredible price. The one I tested was the entry-level version with an Nvidia RTX 5050 inside, but Acer has the RTX 5060 model in its own storefront. It’s $100 off right now at $1,200, which comes with 16 GB of RAM and a terabyte of storage. In fact, it’s only $30 more than the RTX 5050 model, despite offering a significant jump in gaming performance. These discounts are reflected right on the product pages, so there’s no promo code, discount code, or coupon code required.
Acer has a wide selection of monitors available, too, whether that’s a massive 49-incher or a more modest 27-inch gaming workhorse. One of my favorite discounts I saw right now was the Acer Nitro XV2, a 27-inch 1440p display with a 300 Hz refresh rate. It’s 44% off at the time of writing, bringing the price down to just $250. Because these discounts are swapped out on a weekly basis, it’s worth checking back to see if the product you’re eyeing has a new discount.
Select Customers Can Get 15% Off Their Purchase
Acer also offers a number of added discounts at checkout, including 15% off for students. Students will need to verify through Student Beans or SheerID. Because a lot of the devices Acer offers are budget-friendly, they can be attractive for students, and the extra 15% off is the icing on the cake.
We tested the Acer Swift 16 AI last year and really enjoyed the high-resolution, OLED screen and impressively quiet performance. Acer has the smaller version of this same laptop available, the Swift 14 AI, which is currently $150 off. You also might check out the Acer Chromebook Plus 514, a laptop we liked quite a bit when we reviewed it in 2024.
Acer offers this same 15% discount for active duty military, veterans, and their families. It also applies to healthcare professionals, which can be verified through its healthcare discount portal.
Tech
AI Research Is Getting Harder to Separate From Geopolitics
The world’s top AI research conference, the Conference on Neural Information Processing Systems—better known as NeurIPS—became the latest organization this week to become embroiled in a growing clash between geopolitics and global scientific collaboration. The conference’s organizers announced and then quickly reversed controversial new restrictions for international participants after Chinese AI researchers threatened to boycott the event.
“This is a potential watershed moment,” says Paul Triolo, a partner at the advisory firm DGA-Albright Stonebridge who studies US-China relations. Triolo argues that attracting Chinese researchers to NeurIPS is beneficial to US interests, but some American officials have pushed for American and Chinese scientists to decouple their work—especially in AI, which has become a particularly sensitive topic in Washington.
The incident could deepen political tensions around AI research, as well as dissuade Chinese scientists from working at US universities and tech companies in the future. “At some level now it is going to be hard to keep basic AI research out of the [political] picture,” Triolo says.
In its annual handbook for paper submissions, issued in mid-March, NeurIPS organizers announced updated restrictions for participation. The rules stated that the event could not provide services including “peer review, editing, and publishing” to any organizations subject to US sanctions, and linked to a database of sanctioned entities. It included companies and organizations on the Bureau of Industry and Security’s entity list and those on another list with alleged ties to the Chinese military.
The new rules would have affected researchers at Chinese companies like Tencent and Huawei who regularly present work at NeurIPS. The database also includes entities from other countries such as Russia and Iran. The US places limits on doing business with these organizations, but there are no rules around academic publishing or conference participation.
The NeurIPS handbook has since been updated to specify that the restrictions apply only to Specially Designated Nationals and Blocked Persons, a list used primarily for terrorist groups and criminal organizations.
“In preparing the NeurIPS 2026 handbook, we included a link to a US government sanctions tool that covers a significantly broader set of restrictions than those NeurIPS is actually required to follow,” the event’s organizers said in a statement issued Friday. “This error was due to miscommunication between the NeurIPS Foundation and our legal team.”
Before they reversed course, the conference organizers initially said that the new rule was “about legal requirements that apply to the NeurIPS Foundation, which is responsible for complying with sanctions,” adding that it was seeking legal consultation on the issue.
Immediate Backlash
The new rule drew swift backlash from AI researchers around the world, particularly in China, which produces a large quantity of cutting-edge machine learning papers and is home to a growing share of the world’s top AI talent. Several academic groups there issued statements condemning the measure and, more importantly, discouraging Chinese academics from attending NeurIPS in the future. Some urged Chinese academics to contribute instead to domestic research conferences, potentially helping increase the country’s influence in relevant science and tech fields.
The China Association of Science and Technology (CAST), an influential government-affiliated organization for scientists and engineers, said Thursday that it would stop providing funding for Chinese scholars traveling to attend NeurIPS and would use the money instead to support domestic and international conferences that “respect the rights of Chinese scholars.”
CAST also said it will no longer count publications at the 2026 NeurIPS conference as academic achievements when evaluating future research funding. It’s unclear if the organization will reverse course now that NeurIPS has walked back the new rule.
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