AI leaders have a new term for the fact that their models are not always so intelligent
Progress is rarely linear, and AI is no exception.
As academics, independent developers, and the biggest tech companies in the world drive us closer to artificial general intelligence — a still hypothetical form of intelligence that matches human capabilities — they've hit some roadblocks. Many emerging models are prone to hallucinating, misinformation, and simple errors.
Google CEO Sundar Pichai referred to this phase of AI as AJI, or "artificial jagged intelligence," on a recent episode of Lex Fridman's podcast.
"I don't know who used it first, maybe Karpathy did," Pichai said, referring to deep learning and computer vision specialist Andrej Karpathy, who cofounded OpenAI before leaving last year.
AJI is a bit of a metaphor for the trajectory of AI development — jagged, marked at once by sparks of genius and basic mistakes.
"You see what they can do and then you can trivially find they make numerical errors or counting R's in strawberry or something, which seems to trip up most models," Pichai said. "I feel like we are in the AJI phase where dramatic progress, some things don't work well, but overall, you're seeing lots of progress."
In 2010, when Google DeepMind launched, its team would talk about a 20-year timeline for AGI, Pichai said. Google subsequently acquired DeepMind in 2014. Pichai thinks it'll take a little longer than that, but by 2030, "I would stress it doesn't matter what that definition is because you will have mind-blowing progress on many dimensions."
By then the world will also need a clear system for labeling AI-generated content to "distinguish reality," he said.
"Progress" is a vague term, but Pichai has spoken at length about the benefits we'll see from AI development. At the UN's Summit of the Future in September 2024, he outlined four specific ways that AI would advance humanity — improving access to knowledge in native languages, accelerating scientific discovery, mitigating climate disaster, and contributing to economic progress.
Hashtags
Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles
CNET
31 minutes ago
- CNET
Protect Your Property With the Low Maintenance Eufy SoloCam S220 for Just $65
According to a recent CNET survey, one in six US adults has been a victim of package theft at least once -- and that's just one of many growing threats. This is exactly why having a reliable outdoor security camera isn't just a nice-to-have: It's essential for added protection and a little peace of mind. Plus, if you've been thinking about getting one, now's the perfect time to make it happen. Eufy, one of our go-to home security brands, is offering a huge 50% off its solar-powered S220 security camera, bringing the price down to just $65. There are no monthly fees or hidden costs so it's a one-and-done purchase. The only catch? This promotion is part of a limited-time deal, so you might want to act fast. This tiny but mighty camera comes in a wire-free design and takes approximately five minutes to set up. It features an IP67 rating, so whether it's rain, shine or snow, it's built to handle whatever the weather throws at it. Hey, did you know? CNET Deals texts are free, easy and save you money. You'll get a clear 2K video that shows exactly what's happening outside your home. The f/1.6 night vision gives you a sharp view even in the dark, and the built-in AI can tell the difference between people and random objects -- you won't be bombarded with false alarms that just stress you out. You can even set custom security zones to get alerts only when there's motion where it actually matters. The Eufy S220 also works with voice assistants like Alexa and Google, so you can control it completely hands-free. And with two-way audio, you can easily communicate with whoever's at your door without having to get up. Finally, you don't have to worry about recharging the camera at all. Just 3 hours of sunlight a day keeps the solar battery up and running. Why this deal matters Taking effective measures to protect your property is no longer optional. This solar-powered security camera is not just easy to maintain but also offers a bunch of advanced features, now for just $65. This is one of the best prices we have seen on the S220, but the discount might not last long, so take advantage of it while you can.
Yahoo
32 minutes ago
- Yahoo
Wells Fargo Upgrades Zscaler (ZS) Stock, Lifts PT
Zscaler, Inc. (NASDAQ:ZS) is one of the 10 software stocks analysts are upgrading. On June 13, Wells Fargo upgraded the company's stock to 'Overweight' from 'Equal Weight,' lifting the price objective to $385 from the previous target of $260. As per the firm, software infrastructure spending in H2 2025 is expected to be driven by the adoption of agentic AI, which tends to benefit several software companies, including Zscaler, Inc. (NASDAQ:ZS). An employee standing in front of a large data center, looking toward the future of cloud security. The research firm cited Zscaler, Inc. (NASDAQ:ZS)'s potential to reach $5 billion in annual recurring revenue by fiscal 2027 as one of the measures of the upgrade. Despite the increase in the stock price YTD, the firm believes it still possesses significant room for multiple expansion. Well Fargo expects more than 20% billings growth in FY 2026 and continues to see margin expansion continuing, together with revenue growth. Notably, the company's stock has increased by ~66% on a YTD basis. In May 2025, Zscaler, Inc. (NASDAQ:ZS) signed a definitive agreement to acquire Red Canary, which is a leading managed detection and response (MDR) vendor. Through the combination of Zscaler, Inc. (NASDAQ:ZS)'s high-volume and high-quality data with Red Canary's domain expertise in MDR, Zscaler, Inc. (NASDAQ:ZS) plans to ramp up its vision to deliver AI-powered security operations. While we acknowledge the potential of ZS to grow, our conviction lies in the belief that some AI stocks hold greater promise for delivering higher returns and have limited downside risk. If you are looking for an AI stock that is more promising than ZS and that has 100x upside potential, check out our report about this cheapest AI stock. READ NEXT: 13 Cheap AI Stocks to Buy According to Analysts and 11 Unstoppable Growth Stocks to Invest in Now Disclosure: None. Sign in to access your portfolio
Android Authority
an hour ago
- Android Authority
6 things I always do when setting up a new phone
Megan Ellis / Android Authority I set up a new phone fairly often — whether it's moving to a new daily driver or secondary phone, or setting up one of the new best Android phones to review. Since I'm a creature of habit, I like to ensure that switching devices isn't too jarring, so I have created a bit of a routine when it comes to setting up a new device. While I may tweak my approach depending on whether I plan to use the phone as my new daily driver or as a secondary device (such as a camera smartphone), these are the essential steps I take with every phone. What is your most important step when setting up a new smartphone? 0 votes Syncing my accounts and restoring backups. NaN % Changing my UI. NaN % Removing bloatware. NaN % Setting up my most-used apps. NaN % 1. Using my Google backup to restore certain apps Megan Ellis / Android Authority Many Android manufacturers offer a phone clone utility that copies the data directly from your previous device. However, I prefer using my Google account to restore a backup from my main device for a number of reasons. Firstly, the cloning utilities on smartphones often require the new and old phone to be connected or near each other for some time. This means that I often feel like I can't use either phone during the transfer, which cuts me off from things like my chats and notifications. A minor issue, but still. Secondly, when restoring apps from my original phone, I am able to select which ones to install. This is a great feature, since I often accrue apps that I test for work that I don't necessarily use anymore but forget to uninstall. Restoring a backup from a Google account includes many of the beneficial features of cloning your phone. Furthermore, restoring a backup from a Google account includes many of the beneficial features of cloning your phone, such as copying over SMS messages, contacts, device settings, and call history. And since I use Google Password Manager, syncing my Google account with the new phone also gives me access to the login details I use for various apps. However, I have found that my mileage may vary depending on which manufacturers I'm switching between. In cases where my login details haven't transferred, I use the Chrome app to access the password manager. 2. Selecting my preferred settings Megan Ellis / Android Authority There was a time that Android skins felt very similar, but over the years I've noticed more fragmentation when it comes to the default user interface (UI). So whenever I set up a new smartphone, I make sure to adjust the UI's settings to my ideal setup. This includes three-button navigation, permanent dark mode, switching to Eye Comfort mode, choosing an app drawer for my home screen if it's not on by default, and switching my control panel shortcuts to those I use the most. Many of the changes I make are to prevent my smartphone from triggering my migraines, but some of them are also due to habits I've built up after over a decade of using Android phones. A recent annoyance I've found with some Android phone brands is the attempt to switch users to a split notification panel by default. On some Android skins, there's no way to switch back to a combined notification and control panel, which really frustrates me. But when the option is there, I switch to the combined view. For example, when I recently set up the Samsung Galaxy S25 Ultra, I switched back to the combined notification view in One UI 7. 3. Setting up Google Photos backups Joe Maring / Android Authority Even though I've tried to move away from Google Photos by self-hosting Immich instead, I still haven't made the transition fully. This is partially due to how Google Photos incorporates into my workflow, since I often take photos on my phone and then access them through the web to download and add them to a post I'm working on, for example. So, at least for now, Google Photos remains an essential utility for me. I back up photos across all my devices, even if I'm just using the phone for a two-week review period — especially since I often use review devices to take pictures of scenic areas and my pets. This also means that the photos I take with these devices are added to my Memories, which is one of my favorite Google Photos features. 4. Removing bloatware Megan Ellis / Android Authority If you've used Android, you'll be very familiar with bloatware — the non-essential, pre-installed apps that OEMs include on their devices. I find that this step is particularly needed when it comes to mid-range and budget smartphones, which tend to pack in a lot more bloat. I've found plenty of social media apps, games, and office software come pre-installed on devices, whether you use them or not. Sometimes these apps are OEM tools that I never use due to preferring cross-platform apps instead. But I've also found plenty of social media apps, games, and office software come pre-installed on devices whether you use them or not. Where possible, I uninstall any app or game that I don't use. Of course, some bloatware can't be uninstalled. In this case, I try to see if I can archive or disable the app so that I don't receive prompts to use it instead of my preferred software. 5. Signing into my most-used apps Megan Ellis / Android Authority To make sure that I start receiving important notifications on my new device, I sign into my most-used apps as soon as possible. These are usually my Gmail, Asana, and Slack accounts. However, if the phone is my new daily driver, I make sure to log into WhatsApp and restore my chat backup. I sign into my most-used apps as soon as possible. If an app isn't integral to getting work notifications or communications from my contacts, I'll take my time signing into it when I actually use it. For example, I don't rush when it comes to signing into my social media apps, especially since I go weeks without using some platforms. But missing a Slack notification or an important email to my secondary Gmail account (which is different to my backup account) means that I could miss important information about work or assignments. So I make sure to sign into these as soon as possible. 6. Restoring my 2FA Authenticator app backup Megan Ellis / Android Authority While two-factor authentication (2FA) undoubtedly has its benefits, I always worry about switching devices and no longer having access to my authenticator app. While I originally only used Microsoft Authenticator for my Microsoft account, over time, I began adding some other apps and websites to the tool. But I soon realized that the app doesn't automatically sync with the linked Microsoft account, meaning the different integrated services don't move over when you sign in on a new device. I eventually figured out that I first needed to create a backup on my old device, then restore that account backup on the new device. Whenever I set up a new smartphone, I make sure to restore my authenticator backup. Now, whenever I set up a new smartphone, I make sure to restore the account backup so that I can access my linked services. If you use a 2FA or multi-factor authentication (MFA) app, make sure you transfer your credentials so that you don't lose access. I'm often juggling more than one smartphone at a time, but I make sure to follow certain steps when setting them up. This makes switching between devices easier for me, while also providing me with the best experience when I change my main device. Too many times I've been caught out by not having the right settings or data on the smartphone I'm using, which can become an issue when my other devices are not around. Most people only have one smartphone to deal with, but these steps are helpful regardless of how many devices you're using. Just make sure to factory reset your old phone if you plan to sell it or give it away, once you're certain you have all the necessary information you need from it.
