Memory and storage
RAM, SSDs and memory cards: why capacity and speed behave differently from what the box says.
What does Google Frightgeist 2026 show about Halloween search habits?
Google has launched its annual Frightgeist website for 2026. The interactive tool maps the fastest-rising Halloween searches across costumes, drinks, decorations, and movies.
What does Google's new Gemini 4 Argon model actually do for developers and researchers?
Google has released Gemini 4 Argon, its latest frontier AI model, to developers, enterprises, and subscribers worldwide. The model carries a 1 million token context window and an introductory price of $2 per million input tokens and $10 per million output tokens.
What does Google's October Demand Gen drop change for advertisers using first-party data?
Google has rolled out the October update for Demand Gen campaigns. The release centers on measurement upgrades and expanded data connections across Google Ads, Display & Video 360, and Google Analytics.
What does Gemini 4 Argon change for Google AI subscribers?
Google has released Gemini 4 Argon inside the Gemini app. The update brings frontier reasoning and agentic coding to subscribers on AI Pro and Ultra plans.
Why is Google Health recruiting NBA champions and YouTube stars to test its AI coach?
Google Health has signed a roster of elite athletes, creators, and wellness professionals to use its app, its AI-powered coach, and Fitbit wearables in their actual daily routines. Their feedback goes straight to product teams so the same tools become more useful for people who are not training for the Olympics.
What does Google's partnership with Flo Health mean for your health data?
Google Health announced a multi-year partnership with Flo Health on October 12, 2026. The collaboration connects the world's most-used female health platform with Google's wearable ecosystem and AI coaching.
What does Google's new Fitbit Edge do that Air and Pixel Watch 5 don't?
Google has added a third wearable to its health lineup, positioning Fitbit Edge between the basic Air tracker and the Pixel Watch 5. The device aims to give active users real-time coaching on the wrist without the bulk of a full smartwatch.
How does Google Maps now turn a craving into a placed order?
Google has added three dining tools to Maps that let you search by craving, browse weekly updated restaurant lists, and read insider tips before you arrive. The features appear inside the existing Explore tab and restaurant detail pages, so no separate app is required.
How does Dual-QK compress KV caches to 2-bit while keeping accuracy at 128K context?
A new method called Dual-QK changes how language models store their working memory during long conversations. It targets the key-value cache that grows with every generated token. The approach promises 6.8× compression at 128K context.
What is Google Playground and can you really make games by typing?
Google has launched Playground, an experimental browser platform that turns text descriptions into playable games. No programming background is needed to start building.
How does a language-model agent remember you without sending data to the cloud?
A new preprint describes a memory system called HGP that runs entirely on a user device. It replaces the single-vector stores used by most agents with a hybrid graph that separates episodic, semantic, and procedural memory while a tiny classifier decides where each piece belongs.
What does Freedom LNG's export application mean for North American gas flows?
The U.S. Department of Energy has accepted a request to move large volumes of domestic gas through Mexico to world markets. The filing opens a 60-day window for public comment before any decision.
How does a teacher in Indonesia use Gemini to help students who cannot write speak?
A special education teacher in Yogyakarta uses Gemini on classroom Chromebooks to turn voice prompts into images for students who cannot write. The tool also creates visual guides for students who cannot read, replacing abstract instructions with pictures they can follow.
When do 2026 holiday flights actually hit their lowest price?
Google has published its annual analysis of holiday travel pricing based on five years of aggregated flight data. The numbers show exactly how many days before departure each trip type tends to bottom out, and the windows have shifted for several major holidays.
How does a special education teacher use Gemini to build classroom simulations?
Cheryl Graff teaches special education at Lake View High School in Chicago. On October 5, 2026, she described using Gemini as a planning partner to create hands-on activities that students physically move through.
What happens when a coding exam becomes a spoken defense with an AI partner?
A professor in Malaysia has swapped written coding tests for spoken interviews where students explain their decisions while working with an AI assistant. The change moves the grade from syntax accuracy to the judgment students show when they accept, reject, or correct the machine's suggestions.
How does a fifth-grade teacher run Gemini for students who cannot access it directly?
Dr. Rayna Freedman teaches fifth grade at Jordan/Jackson Elementary in Mansfield, Massachusetts. She has spent nearly three decades testing classroom technology and now uses Google Forms to let students write prompts that she runs through Google Gemini on their behalf.
How did eighth graders build a school newscast with Gemini?
A middle school teacher in Illinois helped her eighth-grade class launch a school newscast. They used Gemini and Google Workspace tools to build it from nothing.
How does a 25-year teaching veteran use Gemini to keep critical thinking first in her California classroom?
Kavita Khanna teaches technology electives to sixth and seventh graders at Impact Academy of Arts and Technology in Hayward. She has been in the classroom for a quarter of a century and now uses Gemini inside Google Drive to cut lesson-planning time while showing students that AI only mirrors human design.
How does a Swedish teacher use Google Sites, Gemini Notebook, and Vids to shift students from consumers to creators?
Rebecca Braun teaches years 7–9 at Innovitaskolan in Helsingborg, Sweden. On World Teachers' Day she described how three Google tools let her students move from absorbing information to building their own presentations, collaborative sites, and self‑paced study notebooks.
How does a high school media class keep video projects on schedule with Google tools?
A Pennsylvania teacher describes running a student newsroom on Google Drive and Sheets. The setup replaces scattered files and missed cues with a shared timeline that students update themselves.
How does Google Search want to change your morning coffee routine?
Google published a guide showing five ways its search tools can help people make better coffee at home. The announcement arrived on International Coffee Day and points to features that already exist in the Google app.
How did 1,400 teachers earn 4,000 AI badges in ten hours?
Google ran a ten-hour live festival called the Badge-a-thon where 1,400 educators collected over 4,000 digital badges for learning classroom AI tools. The badges can be converted into continuing education units and graduate credits.
What does Guided Vision in Gemini Live actually do for someone who cannot see the screen?
Google has added a camera-based visual assistant to Gemini Live on Android. It describes what the camera sees and tells you how to move the phone so the view improves.
How do three linguists shape the AI behind Google Translate?
Google published a blog post on September 30, 2026 introducing three team members who guide the human side of Google Translate. The post shows how their backgrounds steer the way Gemini models handle conversation instead of just words.
What did Google.org just fund for colleges and adult learners?
Google.org announced three grants at the EDUCAUSE conference to help universities use AI in teaching, advising, and planning. The money targets adult students who drop out at high rates, new kinds of work-based learning, and community-college strategic plans that usually sit on a shelf.
How Can Training Gradients Be Compressed Without Losing Influence Estimates?
Researchers have proposed a method to shrink the stored gradients of large language models to a fraction of their original size while keeping the ability to trace how each training example shapes model behavior. The technique uses a combination of subspace projection, principal component analysis, and one-bit quantization to achieve compression ratios that were previously impractical.
What did Google add to Demand Gen campaigns for the holiday season?
Google announced a set of updates to Demand Gen campaigns on September 24, 2026. The changes aim to help advertisers turn viewer attention into measurable actions across YouTube, Gmail, and Google Maps.
What does the new Health Guardian suite actually do on a Pixel Watch?
Google has released a set of proactive health tools inside the Google Health app. They run on Pixel Watch 3, 4, and 5 and start delivering trend reports in early October.
What new study tools does Chrome offer for the school year?
Google Chrome has added new features aimed at students and researchers. The browser now integrates AI summarization, quiz generation, and improved tab management directly into the desktop experience.
What do the five new Google Photos tools actually change for your library?
Google Photos is a cloud photo library that backs up pictures from your phone and lets you search them by place, person, or thing. On 24 September 2026 the product team shipped five features that automate selection, styling, and editing without opening a separate app.
What new apps can you now connect directly inside Gemini?
Google has added a fresh batch of Connected Apps to Gemini. Starting September 23, 2026, you can link tools like Adobe, Airtable, and Peloton without leaving the chat window.
What can you actually do with free AI video generation in Google Vids now?
Google has opened its Google Vids tool to anyone with a Google account at no cost. The update adds the Gemini Omni 1.1 Flash model and new controls that let you set exact clip lengths, extend scenes, and export in 1080p.
What happens when the experience buffer becomes the bottleneck in distributed reinforcement learning?
A new runtime called Conduit separates experience handling from framework logic. It cuts the exposed experience-path latency by up to 97 percent and scales to 1,024 GPUs.
What does Google's $4 million pledge mean for teachers who want AI skills?
Google.org committed $4 million to Digital Promise at the United Nations General Assembly in New York City. The funding expands free AI training for educators across the United States.
Why did Google just hire a Nobel laureate to study AI's effect on jobs?
Google has expanded its AI & Economy research program with four prominent economists, including a 2025 Nobel laureate. The team will measure how AI tools change work and productivity across countries, publishing the data through an open interactive atlas.
How did two designers cut fitting days and rendering costs with Google Flow?
Google Flow is an AI creative studio that lets designers build custom tools by describing them in plain language. Two fashion designers used it to prepare for New York Fashion Week without writing code.
What happens when Google turns 15-minute AI lessons into college credits?
Google's AI Educator Series now lets teachers earn real college credits for completing short training sessions. The program partners with three institutions to offer undergraduate, graduate, and continuing education credits at no cost.
What happens when UN statistics stop living in separate spreadsheets?
Google and the United Nations system have launched an open platform that stitches together global data from across UN agencies into a single searchable resource. The system lets anyone ask questions in plain language and get back verified numbers with interactive charts, instead of spending months cleaning mismatched spreadsheets.
How does Google make AI understand 300 languages and still miss billions of people?
Google now powers everyday interactions in more than 300 languages, covering 86 percent of the global population. The company is shifting from text translation to models that process audio directly, capturing tone, code-switching, and cultural nuance.
What can Gemini actually do for the dishes, the bills, and the broken dishwasher?
Google's AI assistant Gemini now targets the unpaid work that keeps a household running. A company study of 15 million conversations shows most people already use it outside their jobs.
What does Google's AI for Societal Impact collection actually show?
Google published a collection of six articles on September 15, 2026, grouping work that applies artificial intelligence to health, disaster prediction, language access, and economic analysis. The company says the potential of these tools is no longer hypothetical and is measurably reshaping how complex challenges are solved.
Чому FERC знову просить коментарі до звіту, який ніхто не критикував?
Федеральна енергетична регуляторна комісія оприлюднила повідомлення про трирічне продовження дії форми FERC-549D. Звіт подають інтрастейтові та хіншовські трубопроводи, а термін прийому зауважень закінчується 15 жовтня 2026 року.
What happens when nearly a million developers gather for DevFest 2026?
DevFest is a community-led technology conference backed by Google. It runs from October 1 through December 31, 2026.
What lands on GeForce NOW this week with WARDOGS leading the charge?
Nine games join the cloud streaming service this week. WARDOGS arrives at early-access launch alongside Valheim's final update and Bus Simulator 27.
How does Android now move passkeys between password managers without files?
Your phone can now move passkeys from one password manager to another without downloading a file. Google announced the feature on September 10, 2026.
What does the new Gemini app for Windows actually do on your PC?
Google released a desktop version of Gemini for Windows 10 and 11 on September 10, 2026. The app sits on your computer and opens with a single keyboard shortcut so you can ask questions or generate media without switching windows.
How did Google DeepMind recreate a 70-year love story that was never filmed?
A new documentary short called \"Love, Rendered\" shows an elderly couple watching the day they met come to life on screen. The moment existed only in their minds until AI rebuilt it from old photographs and present-day mannerisms.
What changes when Google Search adds live game feeds and fantasy links?
Google Search now shows live football games as they happen. You type a team name and get a play-by-play timeline instead of a list of links.
Why is Missouri giving 1.1 million students free access to Google AI tools?
Missouri has signed a statewide agreement with Google. The deal covers nearly 100,000 educators and more than 1.1 million students across K-12 and higher education.
What does Lyria 3.5 change for anyone making music in Gemini?
Google has put a new music engine inside the Gemini app. It is called Lyria 3.5 and it turns text prompts into audio files. The update arrives on September 4, 2026 and reaches every user on the web and on mobile.
What changes when Gmail, Docs, and Keep start listening to you?
Google has added live voice interaction to three core Workspace apps. The update lets subscribers talk to their inbox, documents, and notes instead of typing or tapping.
What does Google's new AI training series actually give teachers this September?
Google has opened registration for a free, virtual training event on September 19, 2026, and added monthly modules to its Google AI Educator Series. The program targets K-12 teachers who want practical AI skills without leaving their classrooms.
What does Google's Fairwind Program actually give defenders?
Google has launched a program called Fairwind. It gives selected partners access to an AI model that can write and verify code fixes in minutes instead of weeks.
What does Google giving away its Longfellow ZKP library change for digital ID?
Google has handed over a cryptographic code library called Longfellow to a neutral foundation. The library lets an app prove facts about you — like your age — without showing your actual ID. The move puts the code under the Linux Foundation Europe so any wallet or browser can adopt it without relying on a single company.
What did Google actually ship in August 2026 that changes how you use AI?
Google published a roundup of its August 2026 AI releases. The list covers new models, a phone lineup, and a handful of tools that show up inside products people already open.
What is Google Pics and who can actually use it today?
Google has added a new image creation and editing tool called Google Pics to its Workspace suite. The feature is built on a model nicknamed Nano Banana and is rolling out first to Google AI Pro and Ultra subscribers plus most Workspace business customers.
How does GradCodes fine-tune quantized models without leaving low-bit space?
A new preprint on arXiv describes a method called GradCodes that fine-tunes low-bit models while keeping the final checkpoint in the same quantized form. The approach replaces continuous proxy training with a gradient signal that lives directly in the deployable code space.
What happens when a Fitbit Air meets Pokémon Sleep?
Google released a special edition Fitbit Air band themed around Pokémon Sleep. The tracker monitors sleep stages and connects to a mobile game where rest unlocks in-game rewards. Preorders open today with shipping starting September 15.
What new AI tools are Google and Khan Academy putting in classrooms this fall?
Google and Khan Academy have launched new AI-powered tools for classrooms built with Gemini models. The updates arrive in Khanmigo, the nonprofit's AI tutor and teaching assistant, just in time for the 2026 school year.
Why do pointwise convolutions choke large-kernel CNNs on phones?
Large-kernel convolutional networks expand receptive fields and boost vision accuracy, but their parameter count grows quadratically. The paper shows that pointwise convolutions alone account for more than 87 percent of parameters in models such as RepLKNet-31B, making storage and loading the real barrier on devices with 4–12 GB of RAM.
What does Google's free AI year for students actually unlock in Workspace?
Google has added AI features to its Workspace apps for the new school year. The company calls the bundle Gemini and says it can organize notes, build planners, and take meeting notes automatically.
How does Google Search now help you furnish a room without guessing?
Google Search has added a set of AI tools that let you see furniture in your actual room before buying. The update turns a search bar into a kind of fitting room for home decor.
What does intelligent dictation in Gemini for macOS actually do?
Google added intelligent dictation to the Gemini app on macOS. You can now speak into any open window and get clean text at your cursor.
What happens when 110 years of national parks meet AI search and live camera identification?
Google marked the 110th anniversary of the National Park Service by showing how Search, Maps, and the Gemini app now work together for trip planning. The announcement arrives as search interest in hiking hits an all-time high and beginner queries jump 165 percent in a single month.
When can you tap to pay with Google Pay at Walmart?
Google announced that tap-to-pay with Google Pay is arriving at Walmart stores. Shoppers will add a card to Google Wallet and hold their phone near the terminal.
Where do the missing gigabytes on a new drive go?
A one-terabyte drive, and the system reports 931 gigabytes. The manufacturer counts a gigabyte as a billion bytes, the system counts it as 2³⁰, and the system's division mark is 7.4 % longer. The gap is constant, it can be calculated, and it grows with capacity.
What changed when Google let you pick the sites that show up first?
Google added three personalization tools across Search, Discover, and Google News on August 20, 2026. They let readers mark favorite publishers, tell Discover what to show in plain language, and build custom audio briefings on Android.
What does Google's free year of Gemini actually give students?
Google is giving eligible college students a free year of its paid AI plans starting today. The offer splits by geography: U.S. students get the higher-tier Google AI Pro, while students in over 140 other markets get Google AI Plus.
What does Google's Back to School 2026 update change for students and teachers?
Google has published its annual back-to-school update for 2026. The announcement covers new AI features, free subscription offers, and search tools aimed at students and educators.
What changes when your robotaxi gets an AI assistant you can actually talk to?
Waymo has added Google's Gemini to its custom-built Ojai vehicles. Riders can now press an icon on the screen and speak to control the cabin or learn about what they pass.
What new study tools did Google just add to Search?
Google Search has new study tools. They appear right in the results page and in a dedicated AI Mode.
How do you take a full practice SAT inside the Gemini app?
The Gemini app is a chatbot from Google that answers questions and helps with tasks. It now includes full-length practice SAT tests at no cost.
What can Gemini in Chrome now do for Android users in the United States?
Google has rolled out Gemini in Chrome to all Android users in the United States. The feature turns the browser into a browsing assistant that summarizes articles, answers questions about the page, and links to Calendar and Keep without leaving the tab.
What happens when you ask Gemini to build an app inside your spreadsheet?
Google Sheets now includes a feature called Sheets canvas that turns rows and columns into interactive mini-apps. You describe what you need and the system builds a visual layer that stays synced with the original data.
How does a robot learn from its own demonstrations without downloading terabytes?
AWS and Hugging Face have wired a single agent loop that records robot episodes, stores them in a mutable bucket, streams the shards straight to GPUs, and deploys the resulting checkpoint back to the same arm. The dataset never leaves the LeRobot format and never leaves the Hub, so a day of collection costs only the bytes that actually changed.
What happens when your Pixel Watch thinks you've stopped breathing?
Google has added a new safety feature to the Pixel Watch 4 and 5. It watches for a dangerous drop in blood oxygen and can call emergency services automatically.
What does Pixel Watch 5 do when you stop breathing?
Google announced a new smartwatch called Pixel Watch 5. It arrives in stores on August 20.
What new services can Gemini now reach for you?
Google is adding new connections to the Gemini app. These links let the chatbot reach into other services you already use. The update started rolling out on August 12, 2026.
What does Google TV Freeplay now offer without a subscription?
Google has added a video-on-demand library to its Freeplay service on Google TV. You can now open the Freeplay app and watch over 10,000 movies and shows plus more than 300 live channels without paying a monthly fee.
What happens when an AI assistant reaches a billion monthly users?
Google's Gemini app has reached one billion monthly active users. The milestone makes it the fastest-growing product in the company's history.
What does Google's AMIE actually do during a video consultation?
Google has built a research AI system called AMIE that can conduct video consultations with patients. It watches, listens, and reasons in real time during a simulated doctor visit.
Can parents now send money to kids through Google Wallet without a bank account?
Google has launched a new Google Wallet feature that lets parents in the United States create a digital balance for children under eighteen. The balance works on Android phones and Wear OS watches with NFC, so kids can tap to pay in stores without carrying cash or opening a bank account.