logo
Can a Chatbot Be Your Therapist? A Study Found 'Amazing Potential' With the Right Guardrails

Can a Chatbot Be Your Therapist? A Study Found 'Amazing Potential' With the Right Guardrails

Yahoo03-04-2025

Your future therapist might be a chatbot, and you might see positive results, but don't start telling ChatGPT your feelings just yet.
A new study by researchers at Dartmouth found a generative AI tool designed to act as a therapist led to substantial improvements for patients with depression, anxiety and eating disorders -- but the tool still needs to be closely watched by human experts.
The study was published in March in the journal NEJM AI. Researchers conducted a trial with 106 people who used Therabot, a smartphone app developed at Dartmouth over the past several years.
It's a small sample, but the researchers said it's the first clinical trial of an AI therapy chatbot. The results show significant advantages, mainly because the bot is available 24 hours a day, which bridges the immediacy gap patients face with traditional therapy. However researchers warn that generative AI-assisted therapy can be perilous if not done right.
"I think there's a lot yet for this space to evolve," said Nick Jacobson, the study's senior author and an associate professor of biomedical data science and psychiatry at Dartmouth. "It's really amazing the potential for personalized, scalable impact."
Read more: Apple's AI Doctor May See You in 2026
The 210 participants were sorted into two groups -- one group of 106 was allowed to use the chatbot, while the control group was left on a "waiting list." The participants were evaluated for their anxiety, depression or eating disorder symptoms using standardized assessments before and after the test period. For the first four weeks, the app prompted its users to engage with it daily. For the second four weeks, the prompts stopped, but people could still engage on their own.
Study participants actually used the app, and the researchers said they were surprised by how much and how closely people communicated with the bot. Surveyed afterward, participants reported a degree of "therapeutic alliance" -- trust and collaboration between patient and therapist -- similar to that for in-person therapists.
The timing of interactions was also notable, with interactions spiking in the middle of the night and at other times when patients often experience concerns. Those are the hours when reaching a human therapist is particularly difficult.
"With Therabot, folks will access and did access it throughout the course of the trial in their daily life, in moments where they need it the most," Jacobson said. That included times when someone has difficulty getting to sleep at 2 a.m. because of anxiety or in the immediate wake of a difficult moment.
Patients' assessments afterward showed a 51% drop in symptoms for major depressive disorder, a 31% drop in symptoms for generalized anxiety disorder and a 19% drop in symptoms for eating disorders among patients at risk for those specific conditions.
"The people who were enrolled in the trial weren't just mild," Jacobson said. "The folks in the group were moderate to severe in depression, for example, as they started. But on average experienced a 50% reduction in their symptoms, which would go from severe to mild or moderate to nearly absent."
The research team didn't just choose 100-plus people who needed support, give them access to a large language model like OpenAI's ChatGPT and see what happened. Therabot was custom-built -- fine-tuned -- to follow specific therapy procedures. It was built to watch out for serious concerns, like indications of potential self-harm, and report them so a human professional could intervene when needed. Humans also tracked the bot's communications to reach out when the bot said something it shouldn't have.
Jacobson said during the first four weeks of the study, because of the uncertainty of how the bot would behave, he read every message it sent as soon as possible. "I did not get a whole lot of sleep in the first part of the trial," he said.
Human interventions were rare, Jacobson said. Testing of earlier models two years ago showed more than 90% of responses were consistent with best practices. When the researchers did intervene, it was often when the bot offered advice outside of a therapist's scope -- as when it tried to provide more general medical advice like how to treat a sexually transmitted disease instead of referring the patient to a medical provider. "Its actual advice was all reasonable, but that's outside the realm of care we would provide."
Therabot isn't your typical large language model; it was essentially trained by hand. Jacobson said a team of more than 100 people created a dataset using best practices on how a therapist should respond to actual human experiences. "Only the highest quality data ends up being part of it," he said. A general model like Google's Gemini or Anthropic's Claude, for example, is trained on far more data than just medical literature and may respond improperly.
The Dartmouth study is an early sign that specially built tools using generative AI can be helpful in some cases, but that doesn't mean any AI chatbot can be your therapist. This was a controlled study with human experts monitoring it, and there are dangers in trying this on your own.
Remember that most general large language models are trained on oceans of data found on the internet. So, while they can sometimes provide some good mental health guidance, they also include bad information -- like how fictional therapists behaved, or what people posted about mental health on online forums.
"There's a lot of ways they behave in profoundly unsafe ways in health settings," he said.
Even a chatbot offering helpful advice might be harmful in the wrong setting. Jacobson said if you tell a chatbot you're trying to lose weight, it will come up with ways to help you. But if you're dealing with an eating disorder, that may be harmful.
Many people are already using chatbots to perform tasks that approximate the work of a therapist. Jacobson says you should be careful.
"There's a lot of things about it in terms of the way it's trained that very closely mirrors the quality of the internet," he said. "Is there great content there? Yes. Is there dangerous content there? Yes."
Treat anything you get from a chatbot with the same skepticism you would from an unfamiliar website, Jacobson said. Even though it looks more polished from a Gen AI tool, it may still be unreliable.
If you or someone you love are living with an eating disorder, contact the National Eating Disorder Association for resources that can help. If you feel like you or someone you know is in immediate danger, dial 988 or text "NEDA" to 741741 to connect with the Crisis Text Line.

Orange background

Try Our AI Features

Explore what Daily8 AI can do for you:

Comments

No comments yet...

Related Articles

Broadcom earnings may produce shock and awe
Broadcom earnings may produce shock and awe

Yahoo

time2 hours ago

  • Yahoo

Broadcom earnings may produce shock and awe

Broadcom earnings may produce shock and awe originally appeared on TheStreet. It would be easy to write off Broadcom's year-to-date stock performance as a "so what?" Don't. Broadcom () shares have been flying in the aftermath of stocks' tumbling in the wake of President Trump's tariff announcement. 🔥! 💰 True, the tech giant's year-to-date return is not impressive, up just 4.4%. But that's due to gyrating markets. Since the end of the first quarter, however, Broadcom has jumped 44.6%, closing Friday at $242.07. That's just 3.9% below its December peak of $251.88. Broadcom will command the most attention of companies reporting quarterly earnings this week. It's a smallish list of stocks overall because the first-quarter earnings season is largely finished. The list includes cybersecurity company CrowdStrike Holdings () , apparel retailer lululemon athletica () and video-game retailer GameStop () . Nvidia () and Costco Wholesale () were last week's glamour stocks and largely delivered what Wall Street wanted. And the stocks were mostly rewarded. Nvidia was up 2.9% for the week. While the shares are up just 0,6% for 2025, they are up nearly 25% in the quarter as stock market has recovered from the tariff shock. Costco ended the week up 3.1% and is up 13.5% on the year. The major averages all ended the week higher. The Standard & Poor's 500 Index climbed 1.8%. The Nasdaq Composite and Nasdaq-100 indexes were rose 2%. The Dow Jones Industrial Average added 1.6%. The S&P 500 ended May with a 6.2% gain, its best month of the year and the best month for the index since November 2023. It is also the S&P 500's best May performance since 1997. The Dow industrials were up 3.9% for May. The tech-heavy Nasdaq-100 added 10.7%. The broader Nasdaq gained 9.6% for the month,Broadcom is expected to tell a pretty good story with its fiscal second-quarter results, due after Thursday's market close. The company makes chips and infrastructure products that are key components used in artificial intelligence. Its core customers include the hyperscalers — Microsoft () , Alphabet () , () and Facebook parent Meta Platforms () . It's been supplying the 5G radio components for the Apple () iPhone. These companies are spending billions of dollars building up their artificial intelligence capacities with software and giant data centers all over the Street estimates Broadcom will earn $1.57 a share, up 15% from a year ago. The revenue estimate is $14.97 billion, up from $12.49 billion a year ago. The company has been beating estimates for multiple quarters. The company saw first-quarter revenue from its AI-related business hit $4 billion, up 77% from a year earlier, and it has forecast huge revenue gains in future quarters, all thanks to AI. More Tech Stocks: Palantir gets great news from the Pentagon Analyst has blunt words on Trump's iPhone tariff plans OpenAI teams up with legendary Apple exec Broadcom was up 5.8% for the week, outperforming the major averages. Since the April market bottom, the shares have handily out-performed every stock in among the Magnificent 7 group stocks. Even Tesla () — up 33%. It's ahead of crypto dealer Coinbase Global () (up 43.2%). Broadcom's market cap is $1.14 trillion, larger than Tesla's $1.12 trillion and the $1.09 trillion market cap for Berkshire Hathaway () and () . In the last 30 trading days, Broadcom has been the ninth-best performer in the Standard & Poor's 500 Index and eighth among stocks in the Nasdaq-100 Index. Yes, the current situation is great and looks strong, but there may some risks to the Broadcom story. The stock may be pricey. Its forward price/earnings ratio was 30.93 on Friday, higher than most semiconductor companies including Nvidia. Its current p/e was nearly 117. Its relative strength index was at 75. Above 75 suggests the stock is overbought and vulnerable to a shock. Broadcom has $66 billion in long-term debt. It has toyed with the idea of buying () , which would be a challenge if it can't sell Intel's foundry business. 2025 has been a gut-wrenching year, as everyone knows, especially President Trump who saw the S&P 500 fell 10.5% in the two days after April 2, aka Liberation Day, when he announced his tariff proposals. Markets Friday were barely changed. So are markets in 2025. The Dow is barely positive. The S&P 500 is off 0.6%, and the Nasdaq is off 1%. The small-cap Russell 2000 index is down 7.4%. The short answer: Ask President Trump. He's already has accused China of violating a tariff pause agreed to earlier this month in Switzerland. (Huge tariffs are suspended on expectation for a trade deal on July 9.) At a rally in Pittsburgh Friday, he vowed plans to impose 50% tariffs on steel imports. His administration is scrambling to fight off a court decision that declared most of his tariff plan unconstitutional. That fight is likely to land before the Supreme Court. The first hint of where investors see the market and global economy headed this coming week will come Sunday when futures trading opens at 6 p.m. ET. Technology company Credo Technology Group () , after Monday's close. Soup maker Campbell Company () , before Monday's open. Crowdstrike Holdings () , after Tuesday's close. Retailer Dollar General () , before Tuesday's open. Retailer Dollar Tree () , before Wednesday's open. Database company MongoDB () , after Wednesday's close. Retailer lululemon athletica () , after Thursday's close. Software company DocuSign () , after Thursday's close. Alcoholic beverage company Brown-Forman () and () , before Thursday's open. GameStop () , before Friday's earnings may produce shock and awe first appeared on TheStreet on Jun 1, 2025 This story was originally reported by TheStreet on Jun 1, 2025, where it first appeared. Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data

Early AI investor Elad Gil finds his next big bet: AI-powered rollups
Early AI investor Elad Gil finds his next big bet: AI-powered rollups

Yahoo

time2 hours ago

  • Yahoo

Early AI investor Elad Gil finds his next big bet: AI-powered rollups

Elad Gil started betting on AI before most of the world took notice. By the time investors began grasping the implications of ChatGPT, Gil had already written seed checks to startups like Perplexity, and Harvey. Now, as the early winners of the AI wave become clearer, the renowned 'solo' VC is increasingly focused on a fresh opportunity: using AI to reinvent traditional businesses and scale them through roll-ups. The idea is to identify opportunities to buy mature, people-intensive businesses like law firms and other professional services firms, help them scale through AI, then use the improved margins to acquire other such businesses and repeat the process. He has been at it for three years. "It just seems so obvious," said Gil over a Zoom call earlier this week. "This type of generative AI is very good at understanding language, manipulating language, manipulating text, producing text. And that's audio, that's video, that includes coding, sales outreach, and different back-office processes." If you can 'effectively transform some of those repetitive tasks into software,' he said, 'you can increase the margins dramatically and create very different types of businesses.' The math is particularly compelling if one owns the business outright, he added. 'If you own the asset, you can [transform it] much more rapidly than if you're just selling software as a vendor," Gil said. "And because you take the gross margin of a company from, say, 10% to 40%, that's a huge lift. Suddenly you can buy other companies at a higher price than anyone else because you have that increased cash flow per business; you have enormous leverage on the business on a relative basis, so you can do roll-ups in ways that others can't.' So far, Gil has backed two companies pursuing this strategy. According to The Information, one is a one-year-old company called Enam Co., focused on worker productivity, which has been valued at more than $300 million by its backers, including Andreessen Horowitz and OpenAI's Startup Fund. Though Gil says he can't discuss specifics of the private deals, he suggests the approach represents something new. "There used to be these technology-enabled roll-ups 10 years ago, and most of them kind of ended up being not really that much of a user of technology,' he says. 'It was kind of like a thin veneer painted on to increase the valuation of the company. I think in the case of AI, you can actually radically change the cost structure of these things." Whether the approach proves as lucrative as some of his other bets remains to be seen. Gil has famously backed a host of big brands that have produced riches for their backers, including Airbnb and Coinbase, both of which are now publicly traded, and privately held Stripe, whose valuation has bounced around but reportedly settled in the range of $91.5 billion earlier this year, when its earlier backers bought up more of its shares. Part of the challenge with roll-ups is finding the right team composition -- ideally including a strong technologist along with someone who is 'very strong in PE' -- and 'those things don't go hand-in-hand,' Gil noted. He said he's met 'maybe two dozen of these teams' so far and mostly looked past them, not because they 'weren't amazing' but because 'they still need to sort some things out.' Gil, who has deep relationships with firms across Silicon Valley, may also find himself competing with them more aggressively on roll-ups as more outfits like Khosla Ventures weigh whether or not they should also be pursuing such deals. One senses that, either way, Gil is not in it for the money at this point if he ever was. He says his ability to spot trends earlier than most comes instead from the heart. "I love technology, and I love progress, and I love just engaging -- both with people who are working on important, interesting things, but also the technology itself." When GPT-3 launched, for example, Gil was already experimenting with its predecessor, he said. "When GPT-3 came out, it was such a big leap from GPT-2 that you could just extrapolate out the technology curve. You're like, 'Oh my gosh, if this keeps going and scaling' -- all the scaling laws were kind of evident -- 'then this is going to be transformative.'" That hands-on approach continues today with the small team Gil has assembled, including 'people with very deep engineering backgrounds' who 'periodically play around with all the AI front-end companies. One person on my team just writes a bunch of scripts and we run them, and we look at performance, and we look at tooling, and it's super hands-on." It's because of that constant tinkering that, after years of uncertainty in the AI market, Gil sees clear winners emerging. "I used to say, even six months ago, that the more I know about AI, the less I know, because the markets were so dynamic; the technologies were so dynamic," he said. "And I feel like in the last couple months — maybe the last two quarters — a subset of markets have really crystallized." In legal, 'we kind of know who the one or two main winners are probably going to be. That's true in health care. That's true in customer success and support,' said Gil, who clearly thinks these include his own portfolio companies, which he cited in our conversation. Among these bets is Harvey, which develops large language models for law firms and in-house legal teams and is reportedly in talks to raise new funding at a $5 billion valuation; Abridge, a healthcare AI company that aims to improve doctors' clinical documentation workflows (and whose $250 million Series D round was co-led by Gil back in February); and Sierra AI, co-founded by famed operator Bret Taylor, which helps companies implement AI agents for customer service. (The company was valued in the billions of dollars right out of the gate.) Still, Gil is careful not to declare the game over. "I don't mean to paint the picture that the game is over or that things are done. I think it's more that there were two dozen companies that all seemed kind of interesting, and maybe now there's three or four of them [per vertical]. The map of the likely winners is solidified." In the meantime, it's clear in conversation that this moment represents more than just another investment cycle to him. "I just think it's a really fun period of time, because so much change is happening, and so there's just a ton to do," he said. Being at the intersection of two transformations -- not just betting on the future of AI but on the future of how AI will reshape everything else -- is 'very exciting,' he added. We'll have more from our conversation with Gil -- which also touched on guardrails, gatekeeping, and how companies can most adeptly integrate the technologies that will make or break their business -- in the newest episode of the StrictlyVC Download podcast, which comes out on Tuesday. This article originally appeared on TechCrunch at Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data

How to set up an Apple legacy contact, in case you die
How to set up an Apple legacy contact, in case you die

Yahoo

time2 hours ago

  • Yahoo

How to set up an Apple legacy contact, in case you die

If you use Apple devices regularly, then your Apple account has lots of important files and data attached to it—including photos and videos of precious memories and extensive email archives that you need to hang on to. Apple gives you many ways to make sure this data is looked after, including setting up a couple of key contacts who become attached to your account: a recovery contact (who can help you get back into your account if you're locked out), and a legacy contact (who can get into your account if you die.) There are good reasons for setting up both of these contacts, and it doesn't take long to do. You can specify more than one contact in each case, and change your chosen contacts at any time. Let's start with a recovery contact, a specified person you trust and can turn to if you find yourself locked out of your account. It's one of the most reliable methods out there for restoring access to your Apple account, because it relies on an actual human being who knows you rather than passwords or authenticator apps. Apple says your recovery contact 'should be a person that you know and trust, like a family member or a close friend.' You can set up to five recovery contacts for your account. If you're using Family Sharing with your account, Apple will recommend the other people in your family as your contacts, but you're free to choose who you like. Your recovery contacts will need access to an iPhone, iPad, or Mac, and their own Apple account—so you can't pick any friends and relatives who only use Android or Windows. Apple won't store any information about who your contacts are, so it's important that you remember who you've nominated (you can't recover your recovery contacts). To set up your recovery contact(s) on an iPhone or iPad, open Settings, tap on your name, pick Sign-In & Security > Recovery Contacts, then follow the instructions on screen. You can also do this from a Mac, via System Settings: Click on your name, then Sign-In & Security, then Recovery Contacts. If it's someone already in your Family Sharing group, the contact is added automatically; if not, they'll need to accept your request. If you get into trouble accessing your account, your recovery contacts can help you out. From Settings on an iPhone or iPad, or System Settings on a Mac, they need to select their name, then choose Sign-In & Security > Account Recovery. Once they select your name, they'll get a recovery code which they can pass along to you, which will help confirm your identity to Apple and get you back into your account. It's never pleasant to think about death, but your chances of escaping it are zero—so you want to make sure that getting your affairs in order is as straightforward as possible for the loved ones you leave behind. Of course, our digital legacies are becoming a bigger and bigger part of our worldly goods and possessions. Apple lets you specify what it calls a legacy contact, someone who you grant permission to access your Apple account after you're gone. This includes access to your photos, messages, notes, and files, but it doesn't cover passwords or payment information. You can specify more than one legacy contact, and the people you pick don't have to be using Apple devices or have an Apple account. On an iPhone or iPad, open up Settings, tap your name, then pick Sign-In & Security > Legacy Contact to choose someone. If you're on macOS, from System Settings select your name, and then click Sign-In & Security > Legacy Contact. No confirmation is required, but you will be prompted to send your chosen contacts the digital key they will need to access your account in the future. Before Apple will let these designated contacts into your account, they'll need both the digital key you gave them and a copy of your death certificate. Once the administrative work is out of the way, they'll be granted access to a special legacy contact Apple account, through which they can get to the information you've left behind. 'Your legacy contact has access to your data for a limited time—three years from when the first legacy account request is approved—after which the account is permanently deleted,' Apple says. Note that if you've specified more than one contact, they can all take action on your data and files independently of each other.

DOWNLOAD THE APP

Get Started Now: Download the App

Ready to dive into the world of global news and events? Download our app today from your preferred app store and start exploring.
app-storeplay-store