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ChatGPT now lets you lock your chats
The company says the feature is designed for situations where users might be discussing something personal or planning a surprise and want to keep those conversations private when handing their device to friends or family to show them something in another chat.
Garmin Edge 1060 Cycling GPS Hands-On: Everything You Need to Know!
Everything you need to know about the Garmin Edge 1060, based on initial real-world ride data and hands-on thoughts!
Sundar Pichai: Google’s Frontier Imperative, Compute Scarcity Dilemmas, Future AI Products and Businesses
Alphabet CEO Sundar Pichai has little patience for doubts about Google’s willingness or capacity to compete at the frontier of AI. His company’s latest Gemini 4 Argon model — long-promised and recently delivered — beats OpenAI and Anthropic’s latest public models on coding, math, science, and knowledge-work benchmarks and has placed Google’s AI back among the world’s best. Amid chatter that Google was fine with good-enough lightweight ‘Flash’ models, Pichai pushed back hard against any suggestion that company is limiting its research ambitions. “We won’t do it any other way,” he told me in a Big Technology Podcast interview recorded this week at Google’s Mountain View headquarters. Pursuing cutting-edge research is costly for Google, requiring compute and chips that otherwise could be sold at a high markup by its cloud business. But Pichai said allocating resources to frontier AI development is “ground zero” for Google. “Our cloud business is at any given moment in time forgoing short-term revenues because we are making compute trade-offs to support frontier AI development,” Pichai told me. In our conversation, we discussed Argon (which Pichai says processed three times as many tokens as Gemini 3 in the 72 hours after launch), AI’s role in developing better models, the AI interface of the future, competition with OpenAI, Google’s partnerships with Anthropic and Apple, data centers in space, and the nature of his optimism. You can read the full conversation, lightly edited for length and clarity, below, or listen to it on Apple Podcasts, Spotify, YouTube, or your podcast app of choice. Alex Kantrowitz: Google is back at the frontier with Gemini 4 Argon, which beats OpenAI’s and Anthropic’s public models on benchmarks spanning coding, math, science, and knowledge work. The conventional wisdom was that Google had given up on the frontier to focus on fast, good-enough models for its products. That was wrong? Sundar Pichai: Very wrong. Look, we are so committed to being at the frontier. It’s in our DNA. We won’t do it any other way. We’ve been thinking about the AI frontier for well over a decade now. The frontier is very dynamic. It’s very competitive. It’s very exciting. I couldn’t be more pleased with how Argon has come together. We took our time with it. We made sure we tested it safely and deployed it carefully. We took a bit longer than our other models, given its capabilities. Across the board, be it for agentic work, knowledge work, coding, creative tasks, Argon is one of the really good frontier models. The first 72 hours since we launched, it’s almost up to 25 trillion tokens used, which is about three times what Gemini 3.0 had in the first 72 hours. And we are capacity constrained as we are serving it. Excited, but there are always areas….. You know, the frontier is very dynamic, and you have to keep evolving the models. There are areas which we can see we need to improve as well. We’ll be at work on all of that as well. Which areas? On any given model, Argon would be across the board better at everything if you just look even two months back. But the space is so evolving. Even on coding, for example, there are pockets where we know we need to do better, and there’s clear feedback. We’ll make it better. The argument for standard models is that they’re already good enough to build great products, with the frontier valuable only for certain tasks. Meta built Muse with good models rather than the best, and Google could put standard models into Maps, Gmail, and Search. Why isn’t that sufficient? It’s definitely not how I have thought about it at all. We are deeply committed to driving the state of the art and actually pushing where this technology can go, all the way from transformers. That’s a journey we’ve been on. You will see us continue to do that. When you’re at the frontier, you get an earlier look into the emerging capabilities, earlier than others, which helps you better prepare for the future. We are fortunate to have a wide set of opportunities across consumer and enterprise. Some of our cloud customers, for sure, want the model at the frontier. The frontier models will be better at developing the next set of models in an era of recursive self-improvement. I would argue it matters there. Internally, we have definitely seen a steep point of inflection by deploying Argon to our developers. It definitely tackles problems which our previous models could not do. Being at the frontier puts you at the innovation frontier and helps you drive that as well. There is room for models of all sizes and capabilities. That’s why we did Flash, Flash-Lite, etc. I agree with you that you can develop very good product experiences with not necessarily the most frontier model, because they tend to be slower and more expensive too. But we care about the Pareto frontier, and we’re committed to doing all of that. You said developing frontier models gives you a look at what’s coming. What do you see on the horizon? What makes this moment so exciting is you build something which you think is a culmination of months of work, and you put it out. You already see clear headroom ahead. We’ve all been working on these agentic, long-horizon capabilities, but clearly the frontier is going to have multiple of these agents working together to do things. That’s an example of an exciting paradigm underway. It’s also clear to me that users, both in consumer and enterprise, will have access to some multi-agent framework for them, working all the time doing things. It feels like a moment of infinite possibilities. Sergey Brin said one of Argon’s core innovations was relying more on the model to help develop the model. Yet incidents involving OpenAI’s bots breaking containment and Google’s bots accessing a site they shouldn’t have suggest these systems still aren’t perfectly aligned. Isn’t there reasonable cause for concern about accelerating toward recursive self-improvement? There are three parts to your question. Let’s first talk about RSI itself. You’re right, Sergey mentioned RSI being a critical contributor as we are developing Argon. But to be very clear, today, in a continuum, we are pretty far from the end state of RSI or something like that. The right way to describe it is you have RSI loops along with AI researchers in various aspects of model development. You almost have agents helping AI researchers in some automated way work together to build these models. It’s good to at least understand where we are today, and it’s super exciting. I expect that continuum to keep making progress as we go into next year. The second question is around safety. Security comes from defense in depth. You’re talking about alignment, obviously. We all are doing a lot of work to make sure the models are as aligned as possible. But it’s an active area of research, and there are clear gaps. That’s not the only thing we rely on. You have the work you do on alignment, but beyond that, we put a lot of effort into real-time monitoring as these models are working. Making sure you have good telemetry into what’s happening so that you can intervene in real time if you see unexpected behaviors. How you do that, the architecture with which you do that, how you make sure it’s all sandboxed and isolated in a way that it can continue doing its job during real-time monitoring — these are all areas of investment. Obviously, when we deploy these models, giving customers, enterprises, control, both with real-time monitoring, but their ability to decide where they deploy, what type of data which models ever have access to, etc. All that work is very, very important, and we are doing a lot of that. As an industry, we need to constantly up our game and take the time to do all this stuff, including dedicating the compute required to make sure you can safely deploy these models. The third part is: Is it all enough? This is why there are a lot of conversations in the industry, and I think it’s reasonable to be worried. The right way to approach something you worry about is early on thinking about what more we can do. As an industry, you’re definitely seeing increased levels of work on alignment, testing for safety, etc., as we deploy these models. The next step would be developing better standards so there are cross-industry standards of how we do these things, including the ability to evaluate using independent evaluators. If you look at areas like financial controls, we have accounting standards, we have independent auditors. Those are all the next natural steps for us as an industry to work toward, and regulation will end up playing a role as we go through all of that as well. Google pursues both language models and world models, while some other AI companies like OpenAI have focused more heavily on LLMs as the path to AGI. Why is world-model research important to you? As humans, you obviously perceive the world around you, and you’re taking all those inputs. Making sure these models are able to understand the laws of physics, simulate the world in high fidelity. All that, I think, are key enabling blocks for intelligence. We are working across all possible applications of this. Take an area like robotics. It’s not an accident: If you look at embodied reasoning benchmarks, Argon is state of the art. That all comes from our experience building world models. Inherently, I would expect there will be architectures which will converge all of this in the future. But for us, we view this as, today, this jagged frontier that is intelligence. We want to be at the frontier of all the possible approaches, and that will help us both drive better research, better insights, and develop a much better AGI model, is how we think about it. Some people argue Google should focus on selling its computing resources rather than using them for AI research. Cloud wants to sell compute at a high markup, while researchers need a very big computer to build the best models. How do you balance those demands? Ground zero for us is making sure we are investing in the compute that’s needed to be at the AI frontier. In 2015, I set the company to be AI-first. AI is that key horizontal ingredient across everything we do, all the way from Search to Cloud to Waymo. That is ground zero for us, making sure both for research and developing the models that we have enough compute needed. Beyond that, we have these independent businesses which each have their own long-range plans. They’re using those long-range plans to project forward, and we plan for compute for all of them. The cloud team, they have a business and they have a projection and they have demand signals. They have committed contracts. With that help, we can plan on a long-term compute trajectory for them. We’re fortunate to have this wide set of opportunities. There’s no company in the world which isn’t making trade-offs at any given moment in time. But the first principles we operate on is making sure we have enough compute to invest in the frontier, and that’s non-negotiable, and everything else works on top. Remember, we are building our own compute, our own data centers. There are long lead times. The compute we have today is a function of decisions I made in 2024. Even if you think back to a year from today, last year the agentic coding takeoff hadn’t happened. Today, obviously, when you sit and look at anything, everyone is short—not just us, other companies—and everyone wishes you had two times what you had planned for. That comes with the territory. At any given moment in time, we are planning for what we would need two to three years out in the future. You’re going to find some decisions you make may look suboptimal two years out, depending on where the state of the art is. I don’t spend too much time thinking about it. The way I think about compute allocation is making sure Google DeepMind, both for research and frontier model development, is cutting edge in terms of compute access. After that, we plan for all our businesses. It’s great we can provide our compute to other people too, like we have done. It allows us to scale that up, get real tests for it in the widest application set possible, test it in the real world, and make sure we are at the cutting edge of technology at every layer of our AI stack as well. Ben Horowitz relayed on a podcast that Andy Jassy had said compute was sold out until 2028. Are you seeing the same thing? If today a customer is coming out and asking us for compute in ’27, that is incredibly difficult to do. Even last year we went out and leased some short-term compute to accommodate some customers and help them out. But yes, we are all dealing with similar timelines. Every major technology shift seems to involve overbuilding, from railroads to fiber. Do you think that’s happening here? It depends on the time frames you’re looking at. This level of build, if I take a long enough time frame, it makes complete sense to me. We are at early stages of the most consequential technology ever, and this is not like fiber. It’s not dark. We are using it. We are capacity constrained on a daily basis. The applications, the underlying technology is improving rapidly. But running a company, the way I work through the moment is you look at your demand signals. You look at your committed revenue opportunities that you’re getting in the form of contracts. You balance that with the underlying technical capability, or internally you balance how we are using it internally, the model trajectories. Based on all that, you take a disciplined approach—a confident, aggressive, but disciplined approach—to plan out compute. But when you talk about the broader economy as a whole, you’re having people operate with various levels of risk. I focus on what I can control as a company and plan through it. If your question is, can there be an overbuild? Yes, because you can have some constrained components. Remember, what matters is a set of everything you need to build out that compute. Memory, electricity, electricians…. Land. Like 2,000 components or more. You could get constrained at some point. There could be things which cause bottlenecks, and then you could have overbuilds. There could be external shocks to the economy. There are macro risks. All that is possible at any given time. But am I confident that the compute we are planning for, we will have uses for it given enough time? Absolutely, yes. I was in the room when you said AI would be as profound as fire and electricity. If you believe that, shouldn’t you give researchers the biggest possible computer, even at the expense of today’s cloud profits? We’re all doing some form of that. Our cloud business is at any given moment in time forgoing short-term revenues because we are making compute trade-offs to support frontier AI development. What you’re seeing is true already. But you want to be thoughtful. Even our AI researchers have some constraints, which are also good. That’s what inspires creativity. That’s what helps you come up with a more efficient algorithmic breakthrough, maybe to use less memory. What we are committed to is to invest what’s needed to stay at the frontier. OpenAI President Greg Brockman told me a few months ago that the ideal AI product might have no interface at all—just as natural as conversation. What do you think the interface looks like in the age of AI? Computing historically has been humans adapting to computing. With AI, it’ll be the other way around. The technology will adapt seamlessly to how humans live and go about their day-to-day life. You want to be able to speak to that AI when you want to. It has context. It can be persistently running somewhere, give you continuity. You’re not dealing with a lot of complexity. It’s natural. All that makes sense to me. That doesn’t mean it won’t have any interface, however. Nowadays, even on my phone, Gemini voice models are so good. I can just press the microphone button. I can just ramble. That’s why we call it Rambler. I can ramble. It intelligently corrects with my personal context. Even my friends’ names, weird names, it gets it right, even if it first guesses it wrong. It’s amazing. I’m not going in, backspacing, editing once I finish saying it. It’s remarkable how good it’s gotten. But there are going to be moments you will need an interface. You may want to entertain yourself. You may want to watch a video. You may ask your AI to create something, and you want to watch it, consume it. The way I think about it is, you want it to be as seamless and as natural as possible, and that you are not doing the hard work adapting to whatever the interface is. The technology is adapting to how you’re working at any given moment in time. When I asked Sam Altman about competition from Google, he argued that OpenAI was building AI-native products and implied Google was bolting AI onto existing ones. Do you accept that framing, and can a “bolt-on” compete with an AI-native product? First of all, it’s a very dynamic moment. We are all pushing each other. OpenAI has pushed us as a company too. This is not just we are doing something to them. Far from it. Yes, Google went into its own version of a code red too. In the AI moment, all of us have to respond with varying levels of urgency at any given moment in time. We are constantly building new products as well. Gemini was built from the ground up as a product—the Gemini app I’m talking about. Or tomorrow, as all of us are adapting to agents, are you bolting agents onto ChatGPT, or are they building it natively? How would you think about that? You can always put these questions back. I don’t think of it that way. I think of it as you want to build world-class product experiences that are AI-native and they are winning. Some of it is adapting products, some of it is rethinking new experiences. They will all be part of how you approach this moment. How do you expect to make money from these AI interfaces? If an agent recommends a product and I buy it, should it take a cut of the sale, even if that’s disclosed? I’m going to put enterprise aside. Consumers are going to increasingly value this technology. Take software developers today. Developers are willing to pay for these coding models because it really helps make them more productive. Nobody would want to code the way they were coding three years ago, or even the same time last year. When you’re delivering value, there’s value to be had. I’ve never seen examples where consumer products really scale to billions of users, where people are using it intensely, and haven’t had monetization to go along with it. If you’re providing value to people, there is inherent value to be had. The nature of it may change. You’re asking a scenario in which agents are doing stuff for you. At the end of the day, you will have commercial needs. The agents need to fulfill those commercial needs. The providers on the other side are going to see value in that. There’s going to be some mechanism by which it gets fleshed out. That’s what an efficient system does. But what matters is that you’re building those world-class consumer experiences. I promised myself one product feature request: Can you make Gemini-powered search in Gmail as good as searching Gmail through ChatGPT? What’s going on here? One of the exciting things we announced recently is the unified Gemini agent for enterprise, and we’re bringing that to consumers. These are persistent agents which run 24/7 in the cloud. We’re spinning up a micro VM effectively for every query, and from the runtime, the harness, the model—it’s all a headless service. It’ll work everywhere, and it has your context with you. You can address this agent whether you’re in Workspace, in Search, in Gemini. Agents are going to drive this unification from a customer experience, which people are looking for. When you have a broad product portfolio and you’re moving forward fast, there are always areas where you’re moving forward faster than some other areas. That’s valid feedback. But we are putting a lot of time and effort into making sure, as we build out our agentic experience, that unification and that capability works well across all these services. People have asked where Google’s equivalent of Muse or Dots is. Do you anticipate creating a new product to compete with them? Our goal with Gemini is to be a personal, proactive, and powerful assistant. That’s what we are working toward. You saw us describe the early versions of it at Google I/O this year with Spark. Effectively, already, if you open the Gemini app as a Pro or an Ultra user, you see Chat and Task, and they start giving you that agentic experience. With Argon now, that capability is dramatically accelerated. What we announced recently in our enterprise event, we are bringing that to consumers as well. Soon in Gemini, you will be able to ask something, and it’s a continuum. You don’t need to think about whether you’re asking a chat or an agentic task. It’ll just automatically do the right thing, and it can work persistently in the background securely and get things done for you. Already, empirically, when I look at what’s coming into Gemini in our app, last year you would have tagged them and most of them would have been chats. But a steadily growing percentage is already agentic tasks in Gemini. Yes, we are going to bring personal agents to our consumers. It’ll work in the Gemini app. It’ll work in Google Search. It’ll work in Gmail. You can address it, call it, etc. We want to make sure we’re getting it right. It’ll be powered by Argon, and we are very excited to bring it to our users. Google has invested and committed tens of billions of dollars to Anthropic. What do you see in Dario Amodei that makes you want such a deep investment and partnership? Very early on, when we looked at the founding team of Anthropic, it was very clear to us this was a world-class team which was involved in some of the earliest GPT models. We were quickly able to assess that they would be at the frontier. We’ve always tried to identify and partner with companies which would be at the cutting edge of technology. We’ve done that with SpaceX. We’ve done that with Anthropic. That’s what we saw, and we had a chance to partner. Is your partnership with Apple to license Gemini for Siri expanding, contracting, or standing still? For both us and Apple, that partnership was about translating the capabilities of AI into better experiences for users. I thought Apple has done a phenomenal job of incorporating—they customize these models and build it into Siri—and it’s been great to see the reception. We are committed to doing more. You’re going to do more with them? There’s nothing specific to comment, but it’s a partnership. It’s working well. What have you learned so far about the feasibility of data centers in space? It’s a very exciting project. Projects like this remind me—I still recall that moment in the desert for the DARPA Grand Challenge, watching the Stanley car compete in it, which ended up being the basis for Waymo. With all these technologies, you’re at a moment in time where it looks a bit like sci-fi, but 10 to 20 years down the line, it’s actually working in a meaningful way. I feel the same in space. We’ve always believed in betting big on these technologies. Quantum has been a great example of it. We’re probably 10 years into the journey. Waymo, we are almost 20 years into the journey. Space, we are two to three years into the journey. It’s clear to me that it’s an approach which will make a lot of sense in the future. Being in sub-synchronous orbits with 24/7 access to the most abundant form of energy we have access to will make a lot of sense for this exponential increase in compute that we are going to need. Having said that, this is a challenging project. The team has disciplined milestones. It was a super exciting milestone to send the TPUs up to space. Sometime, as we are speaking, we are expecting a “hello world” moment from them. I look forward to seeing that happen, and we’ll continue investing here too. You previously said 25% of the code written within Google was written by AI. What’s the number today? That number in our world today is meaningless in the sense that every part of what we now touch is influenced by AI deeply. What we are tracking with Argon, for example, it’s been a point of inflection. People are using Argon to really go tackle complex projects, including projects which affect millions of lines of code. In the four weeks since we have launched Argon, we have seen a 30% increase in CLs, and more importantly, almost a similar increase—a one-third decrease in rollbacks. People are writing code more productively and better code with it. We are tracking it with newer metrics now. How are you dealing with opposition to data centers? If you can’t build in the U.S. the way you want to, where else do you go? We’re very committed to building our data centers very responsibly. When I look at our largest data centers in some of the communities where we have been the longest, I visit them, I talk to people. There are people who come and tell us their kids have gone to college because of our investments in these communities, and we’ve grown in those communities. To me, this is about doing it right. Engaging with the communities early, doing it transparently. We are committed to making sure we are bringing incremental power, and we cover 100% of the cost of our power needs for these projects. It’s understanding the impact on neighborhoods and making sure you’re working thoroughly to address them. Done rightly, you can continue making progress. But we are constantly taking feedback into account. I do worry not everyone operates the same way. People have been surprised by data centers showing up in their backyard. Those are all important. As an industry, we should continue to do better. But part of the reason, in a 20-year time frame, we are thinking about things like data centers in space is making sure we are able to put these data centers where maybe the trade-offs will be different. What unproven area of AI is Google working hardest to crack? Is it continual learning—getting models to keep updating after release—or something else? There are multiple parallel paths. You saw with Argon we have a million output tokens. With our Gemini models early on, we had a one-million context window on the input side. These are all examples of breakthroughs we are constantly working on. How do you think about synthetic data? How do you think about continual learning? How do you think about more efficient architectures? We do dedicate a meaningful percentage of our compute to these research bets too. It always goes hand in hand, including our world models. Those are all bets we are placing. Sometimes, as part of these bets, there are ideas that emerge which just make their way into the mainline models. Maybe we don’t fully talk about it, but we have multiple steps in these areas. Working in technology requires optimism that building something will improve the world, but those bets can leave real consequences when they fail. I recently returned to a town in El Salvador where enthusiasm for Bitcoin had given way to unfinished construction and something resembling a ghost town. How do you maintain the optimism you spoke about in your Stanford commencement address while accounting for those risks? I genuinely have a deep conviction that improving technology and improving access to technology makes people’s lives better. It’s been my personal experience in my life, out of which comes that deep conviction, optimism. But with that, I’ve always felt humanity’s journey is always about working hard to harness that technology to make it work well for society. The optimism is not an optimism that you just build whatever you want, whenever. You work hard to make sure you’re building technology in the service of humanity, to make the human condition better. That’s got to be the defining goal as we are approaching it. With that framework, I’m very, very optimistic. We are in very early stages of the kind of progress that we are going to see on many areas. We’re all talking about areas like healthcare. A lot of the progress is ahead. The ability to make things in a fundamentally cheaper way on many things where things have been getting expensive for a long, long time, discovering new materials, etc., which really bend the curve—it’s tough to step today and understand the impact of all that, but they’re going to be very profound. I’m very optimistic, but we have to be rightfully concerned about all the ways this technology can go wrong. Sundar, I know you don’t do many of these. Thank you. Thanks, Alex. Appreciate it.
NFL reportedly will not punish Eagles for their handling of Jalen Hurts' blood clot
Jalen Hurts is expected to miss the 2026 season due to the issue.
AMD Announces FSR 4.1 for Xbox Series X/S, Z2 Extreme and Z2A Handhelds, RX 6000 GPUs and More
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AMD is bringing FSR 4.1 to Xbox consoles and handhelds
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Perot Museum of Nature and Science announces expansion, adding hands-on attractions and outdoor space
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JMU Military Science program prepares future military leaders
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How should the Detroit Lions handle Cade Mays’ return?
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Halloween event at The Castle features science behind spooky season
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Brightstar Capital Partners Invests in Material Handling Group, a Technician-Led Provider of Material Handling Equipment and Aftermarket Services
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The Case for Republicans to Hold the Senate | WSJ Politics Newsletter for Oct. 20
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After Larson's loss, CT's 1st District will elect a new representative
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Magnolia Heights students visit Northwest Mississippi Community College for science field trip
Students from Magnolia Heights explored biology and chemistry through campus labs and hands-on experiments, according to Northwest Mississippi Community College.
Lamont-Doherty Earth Observatory open house returns with record turnout as it navigates rocky funding future
Columbia’s Lamont-Doherty Earth Observatory held its annual open house on Saturday, opening its doors in Palisades, New York, to more than 2,500 visitors for a day of lab tours, lectures, and hands-on science exhibits amid an uncertain time for science funding.
Blues Defenseman Gets Encouraging Injury Update
Logan Mailloux underwent right-hand surgery at the end of September after a preseason game against the Chicago Blackhawks. The St. Louis Blues defenseman fought Cole Smith in the first period of the Blues’ final preseason game. Mailloux was set to be reevaluated in eight weeks after the surgery. That would put his potential return date […] The post Blues Defenseman Gets Encouraging Injury Update appeared first on HEAVY.
Why Next Season Is Pivotal For Braves' AJ Smith-Shawver
The starting right-hander wrapped up the season with an underwhelming 6.61 ERA and has struggled to stay healthy.
Chinese Phone Batteries Are Just Getting Out of Hand
I'll go further: Chinese phones are getting out of hand.
Build Your Future in Healthcare: Free Workshop Opens Door to Business Ownership Team Abilities Foun
On Thursday, October 22, from 10 a.m. to 2 p.m., Rachel Jelks, founder of TEAM Abilities, will host DREAM IT. DO IT., a FREE, hands-on workshop introducing participants to the business of providing residential and community-base
Panama City Beach Senior Center Announces Upcoming Craft Fair and Community Health Fair
Senior crafters are getting a head start on the holidays, with tables full of handmade Christmas gifts, decor, and more up for grabs.
Michigan Draws the Big Ten’s Least Flattering Window at Rutgers
The Big Ten handed Michigan's Halloween trip to 2-4 Rutgers the slot nobody asks for. #GoBlue
USA TODAY Sports Super 15 West region football rankings, Week 10
Santa Margarita's win over St. John Bosco (CA) and Chandler's victory over Centennial (AZ) caused adjustments in the Super 15 West Region rankings.
AMD Ryzen AI Halo Review - Local-AI Powerhouse with 128 GB of Memory
The AMD Ryzen AI Halo is great at running local AI workloads, featuring a Ryzen AI Max+ 395 APU with 128 GB of unified memory in a compact form factor. It excels at handling large models, enabling tasks that most consumer GPUs struggle with. With AMD AI Playbooks, getting started is simple, allowing you to explore the frontier of AI at home.
PlayStation 6 RAM and Storage Alone May Cost $680, According to Leaker
The PlayStation 6 hasn't even been announced yet, but little rumors pop up now and then that add speculation on what to expect from Sony's next-gen console. The latest is a shocking claim that the RAM and storage configuration of the console will cost more than the entirety of the PS5.
This Week: Politics 101, 20th Street Bikeway, Muni Trivia
Here is a list of events this week. Monday/Tonight! SF Politics 101 with Joel Engardio. Learn how local politics shaped San Francisco. Monday/tonight, October 19, 5:30-6:45 p.m. SPUR Urban Center, 654 Mission Street, S.F. Wednesday 20th Street Protected Bikeway Ribbon Cutting. The Oakland Department of Transportation, city officials, Bike East Bay and other community partners will celebrate the completion of the 19th Street BART to Lake Merritt Urban Greenway. Wednesday, October 21, 1:30 p.m. 400 Thomas L Berkley Way, Oakland. Thursday 2026 Silver SPUR Awards. This SPUR event brings together elected officials and business, civic, and philanthropic leaders to celebrate four individuals and their contributions. Thursday, October 22, 4-7:30 p.m. Blue Shield of California Theater at YBCA, 700 Howard Street, S.F. Get tickets here. Friday Woman and Non-Binary Morning Ride. Join the San Francisco Bicycle Coalition for a socially distanced bike ride for women and nonbinary cyclists. Friday, October 23, 7:15-8:45 a.m. McLaren Lodge, 501 Stanyan Street, S.F. Friday Muni Trivia Night. Bring your friends or come solo and make some new ones. Friday, October 23, 7:30 p.m. Standard Deviant Brewing, Pier 70, suite 195, 1070 Maryland Street, S.F. RSVP here. Saturday Fifth Annual Firefighter Family Ride. Join SFFD, SF Safe Routes to School, and the SF Bicycle Coalition for a fun, low-stress bike ride through one of the city’s most beautiful routes. Saturday, October 24, 10:30 a.m.-1 p.m. Panhandle Park Blacktop (Fell & Ashbury) to JFK Promenade (Whale’s Tail). Sunday Canvas for No on Prop G. Join the San Francisco Bicycle Coalition to canvas for No on ‘G’ to save Sunset Dunes Park. Sunday, October 25, 10 a.m.-12 p.m. Marina Blvd & Laguna Street, S.F. Got an event we should know about? Drop us a line.
CHANDO Group Showcases Chinese Beauty Science at COSMETIC 360, Debuts Fatigue-Aging Research on Global Stage
/PRNewswire/ -- CHANDO Group featured its five brands and latest advances in cosmetic ingredient research at the 12th edition of COSMETIC 360, organized by...
Under new management: Oak View Group takes the reins at Riverview Health Arena
Following an inaugural year that saw more than 60,000 visitors and 70 events, the City of Noblesville is handing operations of Riverview Health Arena at Innovation Mile to Oak View Group. The transition marks a shift from REV Entertainment, which operated the venue during its first year. Under th
Wyze moved the screen on its new smart scale to the handle so it’s easier to read at eye level
The screen on Wyze’s new smart scale is much easier to see.
Toon2Tango to Lead Global Licensing and Merchandising for Mediawan Kids & Family Slate, Including Titles Like ‘Astro Boy’ Reboot (EXCLUSIVE)
Mediawan Kids & Family, Europe’s leading independent studio for the production and distribution of children’s and family content, and Toon2Tango, the German kids and family entertainment powerhouse, h...
Why police arrive at this Arizona behavioral health facility almost daily
Recent reports of medication theft and assaults at a behavioral health center in Chandler add to an ongoing list of problems involving young patients at the facility, including allegations of rape, theft, runaways, and criminal property damage.
Add a Handful of This Fall Food to Boost Fiber and Antioxidants, Dietitian Says
In TODAY.com’s Expert Tip of the Day, a dietitian shares her favorite fall food to add a sprinkle of nutrients to meals.
Sanrio, F1 Academy Bring Hello Kitty Back to Las Vegas
Hello Kitty and Friends will return to Las Vegas this November for the F1 Academy season finale, featuring a fan zone, cafe takeovers and merchandise.
West Village bars, restaurants face city scrutiny over zoning, licenses at council member’s request
A Detroit City Councilmember is pushing for a review of a handful of businesses.
Are you a small business using AI? Tell us how.
Keeping a small business afloat is no easy feat. That's why some small business owners have enlisted an extra pair of hands, or rather, code.
Most AAPI adults cite the economy, cost of living, and health care as the most important issues heading into the midterm elections - AP-NORC
Since 2025, AAPI adults have moved away from Republicans and towards Democrats in who they trust to handle the economy and immigration.
Vance struggles to tame GOP struggles in 2026, and may suffer for them in 2028
JD Vance’s 2026 arguments on Iran war, energy prices and immigration are a test of how, as a 2028 presidential contender, he might handle President Donald Trump’s legacy.
Blake Corum handles 11 touches in Week 6 loss
Los Angeles Rams RB Blake Corum logs 60 total yards against Cardinals
The Waltham Public Library this week: Spooky Science
Curated by Amber Harvey, reference librarian Drop in for some super fun, super cool and super spooky hands-on STEM activities. Recommended for ages 5 and
Teardown of revised Switch 2 console confirms lack of anticipated upgrade
Nintendo’s updated EU console was an opportunity to debut a leaked screen. Yet a teardown of the handheld with a modified Switch 2 battery compartment didn't reveal the Sharp LCD display. The current system suffers from poor pixel response times, leading to ghosting in games.
At New Brunswick’s Health Science Technologies High School, the Future of Medicine is Hands-On
At New Brunswick’s Health Science Technologies High School, the Future of Medicine is Hands-On
Samsung Galaxy Z Fold 8: 7 ways to make the most of its wider foldable design
Here are seven ways to make the most of the Samsung Galaxy Z Fold 8’s wider design, from multitasking and photography to entertainment and hands-free viewing.
Streaming’s Biggest Show Returns…and a Buzzy Genre Struggles
(Welcome to my weekly streaming ratings report, the single best guide to what’s popular in streaming TV and what isn’t. I’m the Entertainment Strategy Guy, a former streaming executive who now analyzes business strategy in the entertainment industry. If you were forwarded this email, please subscribe to get these insights each week.) Obviously, the big news of the week (if not month) is Netflix letting go of executive Bela Bajaria, their chief content officer. I’m going to cover this in my next “Most Important Story of the Week”, but I also have a data angle that I might publish before then. (Too much news this month, am I right?) But first, I have a bonus Streaming Ratings Report issue for you. Today’s article is a bit of a grab bag of topics I’ve wanted to write about, but couldn’t squeeze into the (already very long) Streaming Ratings Report issues. The NFL drives huge viewership numbers, so I’ve got a look at that. A whole bunch of TV shows returned to the traditional broadcast channels, and I have thoughts. And I have a quick look at adult animated shows, since a couple flopped earlier this month. Plus, the Emmys aired earlier this month, and we got some fun data bout how popular those nominated shows are and why I’m not optimistic about the show’s future. That’s a lot, so let’s dive right in. Subscribe Sports - Football Remains the King of Streaming Over the last two Streaming Ratings Reports, I sorta ignored the biggest “show” each week. (I was tempted to say “piece of content” but I know that word bugs folks.) In my database, I call these “specials”, and they sure are special. I speak of the king of American TV: football!!! Streaming football is back and, unlike some other sports, it routinely dominates all viewership. Probably the best way to show this is to update one of my favorite graphics, the “40 Million Hour Club”1 since football games have joined that club each week they’ve premiered: (Yep, that’s the data through 28-Sep, the first four weeks of the season. As a reminder, I take the average minute audience provided by Nielsen, factor out a percentage of linear TV viewers in home markets, and multiply the run time by the three-hour runtime.) Again, the numbers are huge. Let’s start with Netflix. They grabbed the rights to the bonus opening week NFL Kickoff game (which was on YouTube last year) and it put up 18.5 million viewers on average. That nets out to 47.4 million hours of estimated streaming hours. That’s good! Though, notably, it’s well below Christmas Day games from previous years. Compared to other streamers/broadcasters, that’s a bit of a mixed result. On one hand, Netflix’s 18.5 million average is about what YouTube claimed last year, though Nielsen used a bespoke methodology at that time, so I trust this viewership figure more. So that’s good. (The game also shifted from a Friday to a Thursday and that could have helped the viewership as well.) And Netflix continues to best Prime Video in total viewership—as you’ll see next—though Netflix has had much higher-profile (opening week and Christmas Day) games. NBC/Peacock’s opening game the night before averaged 25.1 million average viewers, which is just much bigger than Netflix (or Prime Video). That’s the big caveat to all streaming viewership records: even in success, they can’t compete with traditional linear TV. Previously, I called this my “hierarchy of viewership”, and the data keeps supporting that thesis. The downside for NBC is that this game’s viewership was down compared to previous years, though it may be a counting issue. Here’s a great chart from Sports Media Watch: Indeed, looking at all the opening week games across all windows, Netflix still lags the other primetime windows, but does well compared to the afternoon games: I saw a few folks make the case that streamers still lag traditional broadcasters in reach, and I’d add they really lag compared to “broadcast plus streaming” options like NBC/Peacock, ESPN/Disney+ and CBS/Paramount+. The best data I saw for this came from Samba TV, who charted reach through the 2025 season, and, wow. (Samba TV’s numbers are historically lower than Nielsen’s, so don’t compare their household figures to Nielsen’s hours, but use them as a proxy for the relative reach of the streamers.) The good news is Prime Video is NOT having a down year. Their opening Thursday Night Football game reached 18.6 million viewers (about what Netflix got), but that’s a high for Prime Video on Thursdays and the biggest Thursday night game since 2015. The TNF games the weeks of 21-Sep and 28-Sep continued this streak, getting 43.1 (16.8 million average viewers) and 42.5 total hours (16.6 million average viewers), which were both up from last year. Still, that continues the (typical) season slide: (For those new-to-streaming-football-numbers folks, the viewership declines for Thursday Night Football as the year goes along.) Overall, it appears as if Prime Video is now part of the “football habit”, be it for customers at home or out at places like bars and restaurants. And its viewership is slowly catching up to broadcast. One last chart shows this. Last season, Nielsen started adding out-of-home viewership to the charts, so I try not to do season-to-season comparisons as I did for the first few years. And while Nielsen added Big Data viewing this year, I’m going to compare the last two seasons. Here’s that chart, which shows the season-over-season gains: When it comes to streaming football, we have to keep a few seemingly contradictory thoughts in our head… First, streaming doesn’t come close to matching broadcast’s reach and, thus, viewership. Second, even with that gap, football is still the biggest “thing” on streaming. It’s very, very popular. Third, while some methodology changes have likely helped Prime Video’s numbers, their viewership does appear to be growing. Lastly, yeah, the NFL started the season off poorly, with week one dragging down the numbers in year-over-year comparisons. However—and again, methodology changes may have helped this—the viewership grew compared to previous seasons over the next couple of weeks. So football is still king. On streaming and off. Television - Adult Animation Continues to NOT Make the Streaming Charts In the last two reports, two adult-animated shows whiffed: Netflix’s animated comedy, Dang! Paramount+’s Sega-video-game-inspired fantasy/comedy, Golden Axe. Neither made the charts, but that’s usually the case for animated shows. I mean, here’s literally every animated show that’s made the Nielsen Original charts since the start of 2025: And one of those shows is G_abby’s Dollhouse_! A kids show! The problem with charts like this is that they don’t give you a sense of how many shows miss the charts. Netflix had at least eleven animated flops, including comedies like Big Mouth (a show everyone assumed was popular in the pre-Streaming Ratings Era), Long Story Short, Haunted Hotel, Mating Season, Strip Law, and Alley Cats, and action shows like Blood of Zeus, Castlevania: Nocturne, Devil May Cry, Splinter Cell: Deathwatch, and Tomb Raider: The Legend of Lara Croft. Prime Video had at least six animated misses, two in the same universe (Hazbin Hotel, Helluva Boss), three more comedies (#1 Happy Family USA, The Second Best Hospital in the Galaxy and Kevin) and an action show (The Mighty Nein). Disney+ had MCU and Star Wars animated misses (Eyes of Wakanda, Marvel Zombies, Star Wars: Visions, Star Wars: Maul – Shadow Lord, and Star Wars: Tales of the Underworld) but I can’t tell how many of those shows were geared towards adults. HBO Max had Harley Quinn and Hulu had Solar Opposites. None of these shows made the charts! That’s a lot of misses! If I remade the chart with all those misses, here’s how it would look: Listen, I know the counter arguments. First, it’s cheaper to produce animated shows than live action. Fair enough, but with viewership this low, even that cheaper price point starts to not matter. Second, just look at the acquired charts. Hit animated comedies can generate viewership for years! Shows like The Simpsons, South Park, Family Guy, and Bob’s Burgers do really, really well. Fair enough, but streaming has failed to recreate the dynamic that Fox has mastered so well. That’s a problem for streaming still. Television - Emmys! The annual Emmys broadcast was a few weeks ago, and I’ve got data on how the nominees performed on streaming, plus hot takes on this year’s viewership (and the big news about the broadcast’s, er, streamcast’s future). We’re just getting started with this issue, but the rest is for paid subscribers of the Entertainment Strategy Guy, so if you’d like to find out… The top Emmy-nominated shows… ...why I’m worried about the future of the Emmys telecast... ...the pros of broadcast television ...and the cons... ...please subscribe! We can only keep doing this great work with your support. Coming Soon! Next week, we’ve got a double issue (since the weeks of 21-Sep and 28-Sep were so light), but then I’ll be all caught up after a deluge of streaming ratings data from Nielsen in September. In the meantime, I’m going to try to take a look at Netflix’s stats to explain why Bela Bajaria is out. But even light weeks give me plenty to talk about. The Great British Baking Show returns to Netflix and Apple TV has a buzzy new star-studded comedy. And Netflix has a controversial-but-appears-to-be-popular new game show. Plus big films like Toy Story 5, Backrooms and The Breadwinner head to streaming. And is East of Eden a hit? After that, The Kardashians return to Hulu, Prime Video has a reboot of Carrie, and Netflix has a horror show, Below. Disclosure Day heads to Peacock, The Housemaid heads to HBO Max_,_ a new Ben Affleck film, Animals, lands on Netflix, and Apple TV has a new John Cena action film based on, checks notes, Hasbro’s Matchbox toys. Okay. Longterm, some interesting TV production news. HBO Max ordered How to Survive Without Me, starring Kaley Cuoco, Joshua Jackson, Ray Romano and Rita Wilson, for fifteen episodes! I love that some streamers (or, at least, HBO Max) are finally ordering TV shows with more than eight episodes. In less wise production news, Landman does not appear to be coming back this year, since it just started production. Frankly, I don’t love this (get your shows out on time) but Landman is so popular, I doubt it matters.
Apple's HomeViews Reportedly Collected Dust in Warehouses 'For the Better Part of a Year'
The product pipeline was choked nearly to death by Siri delays.
Wash your hands. There's probably poop on them.
They may look clean, but not from a microbial perspective.
Hundreds of Families Turn Out for Celebrate Science Indiana Festival
The October 10th event allowed children and parents the opportunity to conduct science experiments, learn about robotics, and more. The 15th annual Celebrate Science Indiana Festival brought together thousands of students, families, educators, and science enthusiasts to the Indiana State Fairgrounds for a day of hands-on learning and exploration. Organized by the Science Education Foundation […]
Discovering the Science of Fall
By Lynn Michelsen, Crossroads at Big Creek -- The changing season makes October an ideal time to explore the outdoors and observe these natural phenomena firsthand.
Trump holds rare presidential rally on tribal land
OKLAHOMA Trump rallies on tribal land DURANT — President Donald Trump’s rally Oct. 1 on the Choctaw Nation of Oklahoma put him in the company of just a handful of U.S. presidents who have visited tribal reservations while in office. The rally was part of Trump’s recent campaign push through deep red states, where he […]
The Political Economy of the Restaurant
Political organizer and chef Lewis Bassett’s The Full English offers a firsthand account of how English food has been shaped by industrialization, empire, and class from the vantage point of restaurants across the country.
Scientists Discover a Surprising New Effect of a Popular Blood Pressure Drug
A drug for high blood pressure could inspire future treatments for people with normal readings, thanks to an unexpected effect on the body’s energy-burning fat. Losartan already helps people control high blood pressure. New research suggests it could have a second use in activating brown fat, a tissue that burns energy to produce heat and
LLCC's Haunted Lab to bring science fun to Springfield families
LLCC's Haunted Lab will offer science shows every 30 minutes along with hands-on activities for children and families.
Vikings Handed Blunt Insider Take Involving Eagles’ Saquon Barkley
The Minnesota Vikings are 5-0 and in their bye week, but could general manager Nolan Teasley make a major splash at the trade deadline to put this team over the hump and make it a true contender? Minnesota’s defense is one of, if not the best in the league. However, on offense, there are a […] The post Vikings Handed Blunt Insider Take Involving Eagles’ Saquon Barkley appeared first on HEAVY.
Trump approval hits record low, handing Democrats a clear midterm edge
President Donald Trump’s approval rating has fallen to a new low and support for Democrats in the race for control of Congress rising, as inflationary pressures contribute to the acrid mood among voters, according to a Washington Post-ABC News-Ipsos poll.
Notre Dame Comes Up Short In Loss To BYU
BYU quarterback Bear Bachmeier led the Cougars to victory to hand Notre Dame its first loss in more than a year
Bernie Sanders Visits Florida to Campaign With Angie Nixon
Senator Bernie Sanders of Vermont has made a point of investing in Republican-leaning states. He rallied in Tampa for Ms. Nixon, the underdog Democratic nominee for Florida Senate.
iOS’s New Handoff Feature Will Cost $10 on Verizon
It will cost twice as much to use the new feature on Verizon as on T-Mobile.
EE announces iPhone Handoff pricing details for UK customers
As part of its iPhone Duo preorder announcement, UK carrier EE has announced pricing details for iPhone Handoff – making...
GBIF at 25: The Open Data Machine Behind Global Biodiversity Science
Twenty-five years ago, a handful of governments bet that the fastest route to saving life on Earth ran through something unglamorous: standardized, freely shared data about where species live. That bet became the Global Biodiversity Information Facility, or GBIF, an
AI, Robots, and Jobs: Why Gardeners May Still Be Safe
Anthropic's robotics research puts more hands-on jobs in AI's path. But messy tasks such as gardening remain hard to automate.
Verizon Will Charge You $10 A Month For iPhone Handoff
iPhone Handoff, which lets you share the same number on two devices, will cost you $10 a month on Verizon.
Seahawks Handed Blunt Sam Darnold Take Amid Turnover Concerns
Seattle Seahawks QB Sam Darnold is at the center of criticism as the Seahawks offense couldn’t get anything going against the Denver Broncos defense, resulting in a 17-14 Week 6 loss to the Denver Broncos on Oct. 15. Despite the defense limiting the Broncos’ offense to 17 points, that wasn’t enough to get the win. […] The post Seahawks Handed Blunt Sam Darnold Take Amid Turnover Concerns appeared first on HEAVY.
Pope Leo XIV has brought transparency to Vatican health crises
Pope Leo XIV has brought an American style of governing to the Vatican, including in the way it handles health crises.
An American pope brings American-style governance to the Vatican, even in a health crisis
Pope Leo XIV has brought an American style of governing to the Vatican, including in the way it handles health crises
An American pope brings American-style governance to the Vatican, even in a health crisis
Pope Leo XIV has brought an American style of governing to the Vatican, including in the way it handles health crises.
Caleb Wilson Flashes in Bulls' Preseason Finale Versus Timberwolves
Chicago took care of a short-handed Minnesota team to wrap up preseason play.
Prison healthcare takeover put on hold as Arizona’s appeal moves forward
Arizona prison healthcare receivership: An appeals court delays the takeover, keeping the state in control pending its appeal
Kid Chemist in Metro Detroit: Hands-On Science, Open Play, Classes & Birthday Parties
Kid Chemist offers classes and activities for students from Pre-K through high school, with programs designed to spark curiosity, build confidence and make science fun. Families can visit locations in…
Michigan State Extends Offer to 4-Star Tackle
Jonathan Smith targets Illinois powerhouse Ben Coleman, a versatile 285-pound mauler whose rare blend of elite size and soft hands makes him a prized Big Ten commodity.
FOR BUSINESS: New ownership
Contributed Toronto Auto Parts, a longtime fixture in the community, celebrated nearly 50 years of serving local customers and a change in ownership during an Oct. 10 ribbon-cutting ceremony. Community members, customers, friends and local officials were on hand to mark the new ownership of Preston Zeigler, while recognizing the five decades of service of […]
Scientists uncover mystery of how snail shells coil to the right or to the left
Scientists have discovered a gene that determines whether Japanese snails develop shells that are left- or right-coiling—with implications for understanding the underlying handedness of our own bodies. ...
Verizon Will Charge $10 a Month for iPhone Handoff
Verizon plans to charge customers $10 per month for the iPhone Handoff feature that Apple added in iOS 27. iPhone Handoff allows one phone number to be shared across two separate iPhones. Pricing was included in Verizon's iPhone Duo announcement today, with the carrier confirming iPhone Handoff will work with the iPhone Duo and the iPhone 18 Pro models.
Appeals Court Questions Justice Dept. Claim that Trump Owns White House Records
A three-judge panel appeared unconvinced by claims that a federal law requiring the president to preserve and hand over his presidential papers was unconstitutional.
From bowling alley handyman to business mogul: GOP candidate shares his American Dream story
Florida congressional hopeful Joe Strada explains how he built a half-billion-dollar business, why he entered politics and what matters more to him than money.
Airline High School students run their own store to build real-world business skills
Airline High School students are getting a hands-on lesson in business through the Viking Exchange, a student-run store designed to help prepare them for the workforce and life after graduation.
The ASUS Xbox ROG Ally X20 Handheld Gaming PC Is Officially Released and Orders Are Now Shipping Out
The most powerful Ryzen-based gaming handheld version 2.0.
Parkview Health acquiring shared services vendor Ovation Healthcare
Parkview Health is acquiring Ovation Healthcare, a nationwide shared services vendor for providers, the Indiana rural care system announced Friday. | Parkview Health is taking its shared-services strategy nationwide with a deal to acquire Ovation Healthcare, which works with nearly 500 healthcare organizations across the country.
Q&A: Design firm CEO says business background, probing into client needs fuels success
For more than 30 years, Berry has had a direct hand in the interior design of everything from corporate headquarters to call centers to hospitals.
Mayor Johnson’s campaign cash dips below $380,000, while frontrunner Giannoulias has $19 million on hand
The freshman incumbent has just $379,471 in the bank — yet another indication of his struggle to raise money for the uphill reelection bid he announced last month.
Saturday Science Gets Spooky: 100-Plus Hands-On Experiences Return to Alexandria
Alexandria's free Spooky Mad Science Expo returns Saturday with hands-on STEM activities, costumes and more than 100 interactive experiences.
Katie Zacharia, Trump’s New Press Secretary, Is Ousted After 5 Days
Ms. Zacharia was shadowed by questions about how she had presented her legal career and handled her first press briefing.
Major independent political analyst moves Jared Moskowitz-Scott Singer congressional race to ‘lean Democratic’
“Democrats (are) in a decent position to hold this seat.” A major political handicapper, The Cook Political Report, moves South Florida’s 25th Congressional District contest to “lean Democratic.”
Go back to the medieval times with the Baton Rouge Maker Faire. See when, where, what to do.
Join the East Baton Rouge Parish Library’s Maker Faire for medieval-themed activities, hands-on projects, performances and more.
Can AI solve our mental health access problem?
Last week I asked you what worries you most about AI in health. It was close, but your top answer was “AI giving bad health advice.” Last week’s poll results: You’re in good company. This concern was top of mind at a conference I joined at Stanford last week, where researchers, clinicians, and people who build AI systems spent a day debating trust and safety in health AI. Stepping back, I’m also hearing your emerging concerns about AI’s impact on our well-being generally. I see this as a matter of public health, and we’ll take it in pieces as we learn together. Today we’ll focus on AI chatbots used for therapy for mental health. Early this month, Governor Newsom vetoed Senate Bill 903, California’s most ambitious attempt to regulate AI use for mental health. It’s at the center of active debate, and raises the questions patients, family members, citizens, and voters will face as AI moves deeper into health care. Let’s work through it. What is “AI-based therapy”? It’s really two things: purpose-built mental health apps designed to deliver structured support, and general chatbots like ChatGPT, Claude, and Gemini that people increasingly use for emotional support—even if they weren’t built for it. Spoiler alert: I don’t know whether the shift toward AI therapy is good or bad. The evidence isn’t there yet. But I do know it’s already happening, and I have some ideas about how we can roll it out with safety in mind. The therapy dilemma, in a nutshell Mental health challenges are common, and strain health and well-being across populations. Therapy (interactive dialogue with a trained, empathetic practitioner) helps many people heal. The demand for licensed therapists far exceeds the supply in California, and AI-based therapy can narrow that gap. AI-based therapy remains novel, unproven, and not well tested. Right off the bat, we can see we’re dealing with trade-offs here. Since the main driver of demand for therapy from a robot is lack of access to therapy from a human, we’ll start there. It’s too hard to find and afford a human therapist California is short roughly 55,000 licensed, non-prescribing therapists and counselors, about 40% of what we need. Psychiatrists, who rely on talk therapy as a complement to prescribed medications, are even more scarce. Eight counties have none, and density ranges from 1.7 per 100,000 residents in San Benito County, to 68.1 in Marin County. My wife is a psychiatrist in Marin, and even here access is tight. If it’s hard in the best-supplied county, imagine rural Sierra County, or the San Joaquin Valley. In 2024, more than half of Californians who tried to make a mental health appointment struggled to find a provider who took their insurance, compared with 14% for physical health care. When Senate staff posed as “secret shopper” patients and called 120 mental health providers in Medicare Advantage networks, they landed an appointment less than once for every five tries. Insurers pay behavioral health clinicians about 22% less than medical and surgical clinicians for comparable office visits. On top of that, billing denials and prior authorizations hit hardest at the solo and small practices common in mental health. Psychiatrists opt out of Medicare at the highest rate of any specialty. In many places, a cash practice for therapy fills quickly with patients paying $250 or more an hour, with no insurance paperwork at all. Families who can pay cash find providers more easily. Those who rely on insurance, including Medi-Cal enrollees, older adults, rural residents, and non-English speakers, compete for what’s left. So we can’t pretend the human system works, and we can’t blame people for turning to AI for support when they’re in distress. AI is filling the gap It’s estimated that roughly a quarter of AI users use it for mental health support. If you have internet, it’s available 24/7, it’s cheap, and it speaks your language. Uninsured adults are about twice as likely as insured adults to do it (30% vs. 14%). It feels anonymous in ways that may enable people to ask things they’re unsure or embarrassed about. The largely hidden, personal use makes it hard to study whether it’s actually helping people with their mental health issues, but researchers are trying. Does AI therapy work? A 2026 analysis of nearly 40 randomized trials found chatbots showed a real but small reduction in depression symptoms. But most of these trials were compared to an alternative of no therapy, not a human therapist. So the benefit of AI therapy is probably real, but modest, and mostly untested against the alternative of human contact. We need more studies. Serious concerns OpenAI’s own estimate is that more than a million ChatGPT users each week show signs of suicidal planning or intent. These are high stakes encounters, and AI doesn’t always get it right. That’s partly because a chatbot can sound like a therapist, but it has no license, no duty of care, and it’s not clear who to hold accountable when it gets things wrong. AI is also designed to help users in whatever task they’re seeking to accomplish. People may feel like they’re getting therapy, but they’re mainly getting a convincing conversation. It’s easy for an AI companion to wander into gray areas, like playing along with “creative writing” that may be about the user’s own suicidal intent. Courts are driving safety conversations A wave of lawsuits have been filed on behalf of families claiming that chatbots pushed people they loved toward self-harm, including teens who died by suicide. The first settlements came this year. OpenAI is headquartered in San Francisco, and dozens of cases alleging that ChatGPT drove users to suicide or self-harm are now before a San Francisco judge. Character.ai has filed for bankruptcy after several states brought lawsuits accusing the chatbot of pushing dangerous content to kids. But the technology seems to be improving. Last month, an independent evaluation found that newer AI models “almost never endorse suicide.” That’s progress, but our societal appetite for even one preventable death is very low. So how do we move forward? Finding a middle ground Earlier this month the governor vetoed Senate Bill 903, a bill designed to place guardrails on the use of AI for therapy. The bill would have prohibited any AI-based platform from being advertised as psychotherapy, and would have required a licensed professional to review and approve each encounter where AI was used to support therapeutic decisions. Newsom called it overly broad, since even routine screening questions would have needed clinician sign-off. Knowing we’re already short on mental health providers, requiring human review of AI encounters may not relieve our access problems. Still, the answer isn’t no oversight. Here’s one feasible short term solution. Rather than reviewing each encounter, a licensed clinician can design the guardrails: what counts as a crisis, what triggers an immediate handoff to a human, and what gets sampled for audit each month. The AI runs inside that structure. Conversations get checked, failures get reported, and a real clinician owns the framework. Medicine already has models to learn from. The FDA process for rolling out newly approved medications is an example. After a product reaches patients, we keep watching for adverse events. Patient-facing AI needs the same “digital pharmacovigilance”: systematic tracking of harms, near misses, and the types of groups that get hurt and why. It’s also critical that users know that they can reach a human if they’re in crisis. Most chatbots now include messages like these: Bottom line The rush to use unproven AI tools for mental health support is mostly a workaround, a sign of a health system people can’t get into. We need better access to proven care from licensed clinicians. That takes reimbursement that makes accepting insurance viable, and a bigger workforce. But, built and tested well, AI could be part of the answer. It could be the 2 a.m. check-in when no one else is awake, or a way for patients to practice skills their therapist taught them. It could be the first step to get someone the right level of care, and take paperwork off clinicians’ plates so they spend more time with patients. None of this is simple. The SB 903 veto doesn’t end the debate, and the legislature will be back. In the meantime, those of us using these tools need to stay informed, ask hard questions, and hold the companies building them accountable. I’ll try to do my part, and we’ll keep learning together. Love,Matt P.S. If you or someone you know is struggling with mental health challenges, emotional distress, substance use problems, or just needs to talk, call or text 988- you’ll reach a real person— or chat at 988lifeline.org 24/7. Dr. Matt Willis is the author of Your Local Epidemiologist in California. A California native, he’s served as a primary care physician, CDC epidemiologist, and public health officer for Marin County, where he guided the pandemic response. He lives in Marin with his family and their dogs, Teddy and Ramona. Thank you Cynthia He, MD, PhD, and Parnika Saxena, MD, for their guidance in preparing this article. Cynthia works in an outpatient mental health clinic, treating patients who have Medi-Cal or, sometimes, no insurance. Parnika works in an inpatient psychiatric unit, treating patients with public or private insurance or self-pay ability. All opinions are their own and do not represent their employers.
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