Tag: platforms

  • Guarding Children in the Digital World: Act Today for Their Safety

    EU Ministers Sound the Alarm on Digital Wellness

    When 21 ministers from 13 different EU countries got together it was less about party politics and more about the future of our online lives. They’re demanding that the digital world becomes a place where kids grow up healthy, learners thrive, and friendships actually matter.

    Here’s what the coalition is shouting from the rooftops:

    • Instant Action needed: “If we’re serious about making sure the internet nurtures people, we’ve got to act—and fast.”
    • Health First: Focus on tools that keep us physically and mentally fit.
    • Learning Without Borders: Digital spaces should be as enriching as a good classroom.
    • Real Connections Over Likes: Let’s create platforms that foster genuine relationships, not just followers.

    Think of it like a digital diet plan—excluding junk content, training raw skills, and ensuring everyone gets a balanced share of online goodness.

    What This Means for Us

    If we all get on board, the net could become a safer, smarter playground. It’s the kind of change that turns scrolling from a pastime into a productive, life‑shaping habit.

    A Call to Action

    So, next time you tap open an app or scroll through a feed, remember: behind the pixels, a group of leaders wants the web to be the best version of itself. Are you in?

    Digital Kids: Surfing Too Far, What’s the Deal?

    Why the School of Hardship is Now Online

    Kids today grow up with social media in the same tight spot as homework and family meals. It’s a tech boost for learning, creativity, and staying in touch, but the oops‑moment is it’s also a rainmaker of real‑world risk.

    Numbers that Make Your Head Spin

    • The European Commission’s 2023 report tells us a solid 1 in 3 youngsters are glued to their screens for more than three hours a day.
    • A 2024 WHO study found “problematic” social media use jumped from 7% in 2018 to 11% in 2022 – that’s hardly a tiny shift.

    What’s Happening Inside?

    All those glowing posts and filtered smiles aren’t just harmless scrolling. The creepy part is that these platforms are crafted to keep you hooked — think ever‑scrolling feeds, endless like‑buttons, and steaming notifications.

    Feeling Small in a Big‑Picture World

    When every snapshot looks like a life chosen by a camera, it can wind up comparing yourself to unrealistic standards. That’s why many feel inadequate and dissatisfied – like they’re in a bad reality‑TV episode where everyone else is winning.

    Beyond the Numbers: The Kids Behind the Stats

    Those overhead graphs aren’t just data points; they’re real, emotional stories of a generation that’s navigating swipes, likes, and shares without a healthy compass. They’re struggling with anxiety, depression, and even low self‑esteem – all under the watchful eyes of algorithms that love a good eyeball.

    So, next time you see a teen chasing a perfect “like” count, remember: behind that screen lives a human with emotions, fears, and hopes. Let’s help them find balance, not just endless scroll.

    What is it that we are asking for?

    Securing the Digital Playground: Europe’s Call to Action for Kids Online

    Europe has recently given us some bright ideas—think the Better Internet for Kids (BIK+) push and the Digital Services Act (DSA)—but the reality on the ground is still a bit rough around the edges. Protecting our little tech‑savvy dreamers needs to rise from a policy slogan to a full‑blown societal crusade, backed by solid, enforceable moves.

    First Things First: Lock‑Down Default Privacy

    Picture a new kid on the block, trying to text strangers or get lost in endless “friend” requests. We can’t let that happen. The plan calls for:

    • Default privacy settings for kids’ accounts—no random pings from unknown users.
    • Recommender systems tuned to yours, not the algorithm’s drama. Kids choose the topics that interest them, cutting the chances of them sliding into a content rabbit hole.
    • Even a simple “mute / block” button so they can silence unwelcome voices.

    Say No to Unwanted Group Chats

    Everyone loves a good chat, but nobody wants embarrassing messages unless they ask for it. Kids should be able to:

    • Read “you’re invited” only after they give a thumbs-up.
    • Be shielded from cyberbullying that can sneak in via group invitations.

    The Big Gear: Age Verification for All

    Think of age verification as a digital guard dog. The EU’s latest draft guidelines for minors under the DSA turn it from a nice idea into a must‑have feature for every social platform. What does that do?

    • Blocks toddlers from hacking past age gates.
    • Reduces children’s exposure to harmful content.
    • Lets platform owners enforce their own terms of service more effectively.
    • Ensures EU laws on age restrictions stay firm.

    Why the Delay is Dangerous

    If we’re serious about giving kids a healthy digital playground—where learning, growth, and genuine connection bloom instead of anxiety, addiction, or danger—then we need to act now. Waiting only means letting the problem grow.

    Who’s Rallying Behind This?

    Below are the European luminaries who signed the opinion piece championing these ideas:

    • Alexander Pröll – State Secretary for Digitalisation, Austria
    • Prof Radovan Fuchs – Minister of Science, Education & Youth, Croatia
    • Damir Habijan – Minister of Justice & Digital Transformation, Croatia
    • Dr Nicodemos Damianou – Deputy Minister of Research, Innovation & Digital Policy, Cyprus
    • Caroline Stage Olsen – Minister for Digital Affairs, Denmark
    • Clara Chappaz – Minister of AI & Digital Affairs, France
    • Elisabeth Borne – Minister of National Education & Higher Education, France
    • Catherine Vautrin – Minister of Labour, Health & Families, France
    • Karin Prien – Federal Minister of Education, Family Affairs, Women & Youth, Germany
    • Dimitrios Papastergiou – Minister of Digital Governance, Greece
    • Sofia Zacharaki – Minister of Education, Religious Affairs & Sports, Greece
    • Patrick O’Donovan – Minister for Culture & Communications, Ireland
    • Prof Giuseppe Valditar – Minister for Education & Merit, Italy
    • Alessio Butti – Undersecretary of State to the Presidency of Ministers, Italy
    • Elisabeth Margue – Minister of Justice & Media Connectivity, Luxembourg
    • Claude Meisch – Minister for Children & Youth, Luxembourg
    • Tomáš Drucker – Minister of Education, Research & Youth, Slovakia
    • Ksenija Klampfer – Minister of Digital Transformation, Slovenia
    • Vinko Logaj – Minister of Education & Care, Slovenia
    • Mattias Tesfaye – Minister for Children & Education, Denmark
    • Oscar López Águeda – Minister for Digital Transformation, Spain
    • María del Pilar Alegría Continente – Minister for Education & Vocational Training, Spain

    With this collective support, Europe is ready to shift from promise to practice—building a safer, kinder digital world for its youngest citizens.

  • The Age-Check Revolution: How Online Verification Is Changing Access

    The Age-Check Revolution: How Online Verification Is Changing Access

    Age‑Check Blitz: The Internet Is Getting a Kid‑Proof Upgrade

    From the U.S. to the moon and back, new rules are forcing porn sites to show you a copy of your ID before they let you in.

    According to the Age Verification Providers Association, at least 24 states in the United States have already passed laws that demand proof of age for anyone trying to access adult material online. These rules mean that if you’ve got a teenager in the house, you might want to double‑check your self‑portrait with a passport before browsing the web.

    What the Law Says (and Why It Matters)

    • Verification is mandatory for porn sites: no more “just click through” shortcuts.
    • Sites must verify age before any content is displayed.
    • Penalties vary by state, but serious fines (and jail time) are on the table for non‑compliance.

    List of States That’ve Embraced the Age‑Check Trend

    • California
    • Texas
    • Florida
    • Illinois
    • New York
    • And 19 more that are either in the works or already ticking the board.

    In short, the internet is getting a much‑needed curfew. If your browser is a loose cannon, get it put under supervision—or risk the official IRS‑style penalties.

    Age‑Gate Fever: Why the Web Is Going Into “Picky” Mode

    Picture this: you’re in a digital supermarket, the aisles are lined with everything from cat videos to the latest meme craze. Suddenly, a stern lock pops up on the display says, “Only folks over 18 can swing this door.” It’s the latest trend across the globe, and you’re about to find out how it plays out—and where the system gets a bit extra clever.

    Countries That’ve Jumped In the Age‑Gate Jackpot

    • Germany – A social media sandbox that requires a quick check for users under 16.
    • France – Combines European data regulations with a real‑world age check for adult content.
    • Australia – The “all‑in‑one” platform that blocks porn sites for anyone under 18.
    • Ireland – Government‑backed age verification on press releases about sensitive material.

    But the UK has just unleashed what might be the sharpest version of this endeavor.

    What’s the Deal? A Quick “Gotchas” Guide

    The brain behind these gates? Two simple steps:

    1. Identity Check: Plug in a passport or driver’s licence, or use a national ID system (Australia’s Nominatim, for instance).
    2. Verification Service: A third‑party vendor scans your identity—think of it as a quick double‑check, reading the documents or totalling. If the system says “you’re legit,” you’re in.

    When you’re all set, the gate flips open. But this is no ordinary “back‑door key.”

    When the Door Gathers Dust: Loopholes That Slip Through

    • Fake Profiles: Some crafty internet users buy “virtual passports” or use old school “identity theft” tricks to bypass the lock.
    • Workarounds via VPN: A few savvy pros route through proxies that sit in elder‑age countries.
    • Professional Touch: Some Digital Platforms want to keep data, sometimes they recycle old, disabled accounts—opening the door for under‑age “resurrected” accounts.
    • After‑guessing: People can bypass age checks by cleverly guessing what “adult” means in certain content categories.

    So, while the system’s got a decent nhp “safety net,” it’s not foolproof.

    What Happens If We Move The Tone to “Strict”?

    The tech realm’s not mistaking the capo-thirteen after a calm memory buzz.

    • Less “Free” Internet: Users see a reduced amount of content, particularly alternative opinions and hacks that might slip under the category of “adults.”
    • Freely‑Seeped Privacy: The gate forces a new wave of data. Imagine storing every user’s ID in a central database—privacy concerns are now more real than ever.
    • Industry Shifts: Publishers and advertisers look for a new set of keys: target-only- adult or teen audiences.
    • Less “Creative Freedom: Where sub‑chill content pops up, there are fewer audience‑testing devices—our quirky humor takes a small de‑direction.

    In short, the age‑gate could become the “new normal” for anyone looking to dive deep into the internet.

    Conclusion: Keep It Simple, Keep It Safe

    We’re surfing the web with the intention to stay curious, fearless, and, frankly, a little bit mischievous. Yet we also must respect the law, preserve our safety, and support the research promised by digital policing. The age‑verification is a stepping‑stone—if we keep safety front‑and‑center, we can toast to a more secure and honest internet. Cheers!

    How Age Checks Work in Practice

    Age Verification: From IDs to Smiles

    Keeping the kid‑friendly vibe while letting the grown‑ups in? That’s the tightrope age‑verification systems walk every day. Below, we chat about the tools sites use – whether they’re asking for a driver’s license, crunching your banking data, or even smelling your selfie to spot if you’re that age.

    Commonly Approved Techniques

    1. ID Uploads (The Classic)

    • Picture a Driver’s License – Just snap a photo and send it over. Great for the old-school do-it‑yourself crowd.
    • Passport or Other Govt‑Issued Docs – Works the same, but the photo’s gotta match a government spec.

    2. Mobile Phone Account Verification

    • Phone Number Confirmation – Sites ping your carrier, ask for a code, and voila.
    • SIM Card Matching – Some platforms’ll cross‑check with carrier records to make sure the number actually lives with you.

    3. Credit & Banking Databases

    • Credit Bureau Matching – They compare your credit history to see if your age aligns with your financial footprint.
    • Bank Transaction Records – Your last purchase or account opening can also hint at your age.

    4. Digital ID Apps

    • Smartphone Encode – Download an app that scans and submits your ID directly.
    • Electronic ID Verification – The app verifies your credentials in real time.

    5. Biometric “Smiles”

    • Facial Age Estimation – Shoot a selfie; software checks your facial lines to guess your age.
    • Movement Check – Some tools track micro‑motions in your face to see if you’re older than your selfie says.

    Platform‑Specific Approaches

    Reddit Uses Persona

    When you dive into the r/reddit community, you might need to prove your age. Reddit’s friend, Persona, gives you two routes: upload a government ID or take a live selfie. Both feed into the same verification engine.

    Discord’s k‑ID Magic

    In Discord, they lean heavily on k‑ID. The real trick is facial movement analysis; it’s not just a look, it’s how you look while moving.

    X’s Playful Mix

    X (formerly Twitter) blends inside data (who’s used the account before) with optional ID checks. The result: a smooth profile verification that feels like a friendly handshake.

    Pornhub’s “Diverse” Options

    When you’re in the adult section, you usually need to let the site know you’re over 18. Options include a photo ID or a credit‑card check. The goal? Make sure you’re not a kid pretending to be an adult.

    Bottom line: Age checking is as varied as the platforms that need it – from neat PDF uploads to playful emojis and selfie scans. Each method has its charm, but the main aim is to stay compliant while keeping the user experience as painless as possible.

    The Next 24 Months

    Age‑Checking Gets a Makeover: The Future of Digital ID is Coming

    What Mary Ann Miller From Prove Is Saying

    Mary Ann Miller, the elegant fraud‑savvy VP at Prove, just dropped a blockbuster release: over the next two years, age verification will become the new normal for online services.

    How the New Age‑Check Will Work

    • Government ID Uploads – You grab your passport or driver’s licence, snap a photo, and upload it. The system checks authenticity, so no shady receipts here.
    • Selfie Verification – Because we’re all about proving we’re alive, the phone will take a live selfie, crinkling the pixels right into your profile.

    Tech to the Rescue: Phone as the Ultimate ID

    • Bringing the Phone into the Mix – Since we practically carry our phones every single minute, Prove uses them as a digital liaison. It lets us gauge the confidence level in the person presenting the ID.
    • Parental Consent for Kids – One of the coolest features: parents can attest a child’s age while confirming they’re the guardian. It’s all wrapped in a one‑click tap.

    In a nutshell, the future of age checks will be smarter, faster, and everyone’s smartphone will play the role of the green‑light gatekeeper. The next 24 months are going to prove just how quick we can get to it, and how the industry will pick up on this new trend.

    France’s Web Lock‑Down: The Pornhub Pause & A Global Age‑Verification Ride‑share

    On June 4th, the bustling streets of Valence chilled a little.
    The Pornhub landing page, normally a sizzling splash of adult GIFs, began flashing a clean‑cut notice that read:

    “Access denied — we can’t meet the age‑verification requirement.”

    It’s a small headline that belies a global surge in “holy‑shit, you need a card” verification demands. More than just France, the United States has rolled out state‑wide tech mandates. The message: the future will be older and more opaque.

    New Age‑Check Playbook

    • Passive Identity Assurance – Think of it as a silent ID. No password, no fingerprint scan. The system auto‑infers who you are by reading credit‑card data, IP history, or other pet‑style clues.
    • Age Estimation Via Face‑Tech – Cameras that guess your age from your face. Sort of like the bouncer at “The Local”. The unsung hero of this toolkit.
    • Pull‑APIs From Credit‑Cards – Because credit‑card numbers are more trustworthy than a selfies‑and‑pseudonym combo.

    Why the “Passive” Is the New Black

    Older systems were easy to roast: they either had terrible accuracy or were patchwork hacks. “When you skip identity checks altogether or rely on faulty mechanisms, you’re forced to go back to the drawing board,” experts say.
    That’s a polite way of admitting the future will treat a “valid user” like a VIP who only owns an identity card. The less hassle, the better.

    Business Level Take‑away

    Enter the world of brokers, shooeeh. If you’re a platform that relies on lax age‑control, you’ll be the next person in line for a compliance revamp. The message is loud and clear:

    “Minimize risk, use passive identity, deploy proper age checks, stay compliant, or you’re in the lobby of lawsuits.”

    But hey, there’s a silver lining: it may actually reduce the unpleasant experiences for the younger crowd. Age verification, when done right, gives them a safer browsing playground.

    Wrap‑up

    What started in Valence is rolling worldwide, and businesses have a lot to learn. Plug in a reliable age‑check, run some tests on the passive identity flow, and make sure you’re not just getting a slap on the wrist for failing to protect your future.

    The Push for Biometric Verification

    Age 101—But Make It a Face!

    Ever wondered how tech companies are turning your selfie into a time machine? That’s the world of biometric age estimation, and it’s more than just a fun party trick.

    The Face–First Frontier

    Facial recognition is the reigning champ of the biometric arena. Think of it as a digital “glasses‑less” doctor who can spot whether you’re 12, 28, or 57 in a snap. It analyzes:

    • Cheekbones – The cheek geometry matters.
    • Eye spacing – How far apart those eyes are is a hint.
    • Skin tone – Even the subtle hue tells a story.

    All of this happens in real time, so your computer could surprise you with “You look like a college sophomore!” at the click of a button.

    But There’s More on the Horizon

    Voice biometrics and keystroke patterns are the newer kids on the block. They’re still catching up, but the progress is lightning fast.

    “We’re looking at how your voice pitch and typing speed match up with known age profiles,” says Derek Jackson, COO and co‑founder of Cyber Dive.

    Cyber Dive’s mission is all about keeping children safe online, so knowing someone’s age through these fingerprints can help filter out frightening content. It’s a new layer in the age‑vetted safety net.

    Why Facial Recognition Rocks

    1. Simple – Just face the camera, and it’s done.
    2. Fast – No waiting for your typing rhythm to catch up.
    3. Surprisingly Effective – Works in a range of lighting and angles, so you’re not left out.

    “It’s like having a savvy age‑checking buddy that never complains about coffee breaks,” Jackson quips.

    Come on, Let’s Test Your Age

    If you’re curious, give a quick selfie a whirl or try off‑stage voice demos (preferably sing your favorite song!) and see if tech agrees with your self‑assessment. Science meets fun, and the future looks younger (or older) than it ever has.

    Singapore’s Face‑Check Frenzy: How a Laugh‑Out‑Of‑Hand Good‑Guy Is Turning the Gutted‑Up Senior “AB” into a Digital ‘Age‑Check’ Hero

    Picture this: October 1, 2020, a community centre in bustling Singapore, and a GovTech team member—half‑clown, half‑tech wizard—just whisking out the newest biometric magic. He’s got a slick selfie camera, a shiny app, and a grin that says, “Got your back, age‑but‑you’re‑just‑right‑here!”

    This isn’t mere trickery; it’s a single, dramatic line in the country’s push to unlock government services for users of all ages. Their uptight age‑verification protocol just got a makeover, and now the official documentation (think “PSN ID” or a “government card”) is getting a sidekick: a selfie‑based age detector.

    • Selfie‑age analysis: A quick snap, a few milliseconds of AI crunching, and voilà—bingo!
    • Government‑issued IDs: Still needed for that official stamp of confirmation.
    • Bank or credit records: For those who prefer their finances to verify their age.
    • Digital ID apps: Because why not have all your IDs in one pocket? Digital cat‑mug shots meet digital wallets.

    All of this is powered by Martin Abbugao’s (AFP via Getty Images) slick footage, showing the chaos–turned neatness of the system. The community centre isn’t just a place of service— it’s a pep‑talking photobox where residents walk in, shout “Is this real?!” and walk out with a frosty passport‑ready smile.

    In short, let’s just say Singapore’s GovTech squad is proving that age verification can be fun, tech‑savvy, and less intimidating. So if you’re near Singapore these days, grab a selfie, match it against a government ID, and get instant, guilt‑free access to all sorts of services.

    Privacy Risks and Skepticism

    Why People Still Whisper About Online Data

    Denis Vyazovoy on the trust gap

    In a recent chat with The Epoch Times by email, Denis Vyazovoy, the chief product officer at AdGuard VPN, sheds light on the lingering dread users feel when it comes to sharing personal info online. Even though many platforms promise that selfies or ID documents won’t stick around forever—often cutting down storage time to a mere week—the low trust levels remain stubborn.

    The main take‑aways

    • Quick storage limits – Some platforms claim not to keep any biometric data for >7 days, but users still feel uneasy.
    • Fine‑print matters – Any service that asks for biometric data, government ID, or detailed financial info automatically ramps up privacy exposure.
    • Worry is justified – Even with policy statements that feel reassuring, real people act cautiously.
    A quick humor note

    If you’re thinking of sending a selfie, maybe just sketch a doodle first. That way, you can flaunt a fake smile without exposing the real one – and still get your password reset!

    The UK’s New Law

    How the UK’s Online Safety Act is Shaping Age Verification (Without a One‑Size‑Fits‑All Playbook)

    Picture this: you’re a tech company, whether you’re based in London or Silicon Valley, and the UK rolls out a new law that says, “Keep under‑18s out of adult spaces.” Sounds simple? Not really.

    What the Law Says

    • There’s no single recipe for age verification.
    • Companies get to decide their own methods, as long as they’re “highly effective.”
    • Failure to lock it up can land you a fine of up to 10 % of global revenue or £18 million, whichever tops the chart.

    Why is This a Big Deal?

    Even if you’re a U.S. or some other worldwide player with no office in the UK, the law still bites. The magic is that it applies to all services available to UK users—think streaming, gaming, forums, you name it.

    What’s the Bottom Line for Us?

    • We’re free to choose the vanguard of age checks: digital ID verification, selfie scans, third‑party authentication services, or a mix.
    • Whichever dance we pick, it​ has to beat the “highly effective” bar set by Ofcom.
    • And if we slip, we’re looking at a hefty, unavoidable fine.

    In short: If you’re trying to keep the younger crowd from the adult lanes, you’ll now have to pick a robust method—think of it like picking the right security guard: you need a system that’s tight, thorough, and reliable. The UK’s law doesn’t tell you what guard to pick; it just insists the guard does the job.

  • Google's AI Mode expands globally, adds new agentic features

    Google's AI Mode expands globally, adds new agentic features

    Google is launching a global expansion of AI Mode, its feature that allows users to ask complex questions and follow-ups to dig deeper on a topic directly within Search, the company announced on Thursday. The tech giant is also bringing new agentic and personalized capabilities to the feature.

    As part of the expansion, Google is bringing AI Mode to 180 new countries in English. Up until now, it’s only been available to users in the U.S., U.K., and India. Google plans to bring the feature to more languages and regions soon.

    In terms of the new agentic features, users can now use AI Mode to find restaurant reservations, and in the future, they’ll be able to find local service appointments and event tickets. Users can request dinner reservations based on multiple preferences, such as party size, date, time, location, and preferred cuisine. AI Mode will then search across different reservation platforms to find real-time availability for restaurants that match the inquiry. It then surfaces a curated list of options to choose from.

    This new capability is rolling out for Google AI Ultra subscribers in the U.S. through the “Agentic capabilities in AI Mode” experiment in Labs, Google’s experimental arm. (Ultra is Google’s highest-end plan, at $249.99 per month.)Image Credits:Google

    Google says that U.S. users in the AI Mode experiment will also now see search results tailored to their individual preferences and interests. The tech giant is starting with dining-related topics for this capability.

    For example, if someone searches, “I only have an hour, need a quick lunch spot, any suggestions?” AI Mode will use their past conversations, along with places they’ve searched for or clicked on in Search and Maps, to offer more relevant suggestions. So, if AI Mode infers that you like Italian food and places with outdoor seating, you’ll get results suggesting options with these preferences.

    Google notes that users can adjust their personalization settings in their Google Account.

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    In addition, AI Mode now lets users share and collaborate with others. A new “Share” button lets users send an AI Mode response to others, allowing them to jump into the conversation. Google says this could be helpful in cases where you need to collaborate with someone else, such as planning a trip or a birthday party.

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  • Ex-Google X trio wants their AI to be your second brain — and they just raised M to make it happen

    Ex-Google X trio wants their AI to be your second brain — and they just raised $6M to make it happen

    Three former Google X scientists aim to give you a second brain virtually — not in the sci-fi or chip-in-your-head sense, but through an AI-powered app that gains context by listening to everything you say in the background. Their startup, TwinMind, has raised $5.7 million in seed funding and released an Android version, along with a new AI speech model. It also has an iPhone version.

    Co-founded in March 2024 by Daniel George (CEO) and his former Google X colleagues Sunny Tang and Mahi Karim (both CTOs), TwinMind runs in the background, capturing ambient speech (with user permission) to build a personal knowledge graph.

    By turning spoken thoughts, meetings, lectures, and conversations into structured memory, the app can generate AI-powered notes, to-dos, and answers. It works offline, processes audio in real time to transcribe on-device, and can capture audio continuously for 16 to 17 hours without draining the device’s battery, the founders say. The app can also back up user data so conversations can be recovered if the device is lost, though users can opt out of that. It also supports real-time translation in over 100 languages.

    TwinMind differentiates itself from AI meeting note-takers like Otter, Granola, and Fireflies by capturing audio passively in the background all day. To make this possible, the team built a low-level service in pure Swift that runs natively on the iPhone. In contrast, many competitors use React Native and rely on cloud-based processing, which Apple restricts from running in the background for extended periods, George said in an exclusive interview.

    “We spent about six to seven months last year just perfecting this audio capture continuously and getting there to find a lot of hacks around Apple’s walled garden,” he told TechCrunch.

    George left Google X in 2020 and got the idea for TwinMind in 2023 when he was working at JPMorgan as Vice President and Applied AI Lead, attending back-to-back meetings each day. To save time, he built a script that captured audio, transcribed it on his iPad, and fed it into ChatGPT — which began to understand his projects and even generate usable code. Impressed by the results, he shared it with friends and posted about it on Blind, where others showed interest but did not want something running on their work laptops. That led him to build an app that could run on a personal phone, quietly listening during meetings to gather useful context.

    In addition to the mobile app, TwinMind offers a Chrome extension that gathers additional context through browser activity. Using vision AI, it can visually scan open tabs and interpret content from various platforms, including email, Slack, and Notion.

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    The startup even used the extension itself to shortlist interns from over 850 applications they received this summer.

    “We opened all the LinkedIn profiles and CVs of the 854 applicants in browser tabs, then asked the Chrome extension to rank the best candidates,” George said. “It did a fantastic job — that’s how we hired our final four interns.”TwinMind offers a Chrome Extension for additional context gathering.Image Credits:TwinMind

    He noted that current AI chatbots — including OpenAI’s ChatGPT and Anthropic’s Claude — cannot easily process hundreds of documents or parse sign-ups from tools like LinkedIn or Gmail to gather contextual information. Similarly, AI-powered browsers such as those from Perplexity and The Browser Company lack the ability to build knowledge from your offline conversations and in-person meetings.

    The startup currently has over 30,000 users, with about 15,000 of them active each month. As much as 20% to 30% of TwinMind users also use the Chrome extension, George said.

    While the U.S. is the largest base for TwinMind so far, the startup is also seeing traction from India, Brazil, the Philippines, Ethiopia, Kenya, and Europe.

    TwinMind targets the general audience, although 50% to 60% of its users are currently professionals, about 25% are students, and the remaining 20% to 25% are individuals using it for personal purposes.

    George told TechCrunch that his father is among the individuals using TwinMind to write their autobiography.

    One of AI’s significant drawbacks is its potential to compromise user privacy. But George asserted that TwinMind does not train its models on user data and is designed to work without sending recordings to the cloud. Unlike many other AI note-taking apps, TwinMind does not let users access audio recordings later — the audio is deleted on the fly — while only the transcribed text is stored locally in the app, he noted.

    Google X experience helped speed things up

    The TwinMind co-founders spent a few years working on various projects at Google X. George told TechCrunch that he worked on six projects alone, including iyO — the team behind AI-powered earbuds, which recently made headlines for suing OpenAI and Jony Ive. That experience helped the TwinMind team move quickly from concept to product.

    “Google X was actually the perfect place to prepare for starting your own company,” said George. “There are around 30 to 40 startup-like projects happening at any given time. Nobody else gets to work at six early-stage startups over two or three years before launching their own — at least not in such a short span.”TwinMind Co-founders Sunny Tang, Daniel George, and Mahi Karim (From Left to Right).Image Credits:TwinMind

    Before joining Google, George worked on applying deep learning to gravitational wave astrophysics as part of the Nobel Prize–winning LIGO group at the University of Illinois’ National Center for Supercomputing Applications. He had completed his PhD in AI for astrophysics in just one year — at the age of 24 — a feat that led him to join Stephen Wolfram’s research lab in 2017 as a deep learning and AI researcher.

    That early connection with Wolfram came full circle years later — he ended up writing the first check for TwinMind, marking his first-ever investment in a startup. The recent seed round was led by Streamlined Ventures, with participation from Sequoia Capital and other investors, including Wolfram. The round values TwinMind at $60 million post-money.

    TwinMind Ear-3 model

    In addition to its apps and browser extension, TwinMind has also introduced the TwinMind Ear-3 model, a successor to its existing Ear-2, which supports over 140 languages worldwide and has a word error rate of 5.26%, the startup said. The new model can also recognize different speakers in a conversation and has a speaker diarization error rate of 3.8%.

    The new AI model is a fine-tuned blend of several open source models, trained on a curated set of human-annotated internet data — including podcasts, videos, and movies.

    “We found that the more languages you support, the better the model gets at understanding accents and regional dialects because it’s training on a broader range of speakers,” George said.

    The model costs $0.23/ hour and will be available through an API to developers and enterprises over the next few weeks.Image Credits:TwinMind

    The Ear-3, unlike the Ear-2, does not support a complete offline experience, as it is larger in size and runs on the cloud. However, the app automatically switches to Ear-2 if the internet goes away and then moves back to Ear-3 when it is back, George said.

    With the introduction of the Ear-3, TwinMind now offers a Pro subscription at $15/month, with a larger context window of up to 2 million tokens and email support within 24 hours. Nonetheless, there is still a free version with all the existing features, including unlimited hours of transcriptions and on-device speech recognition.

    The startup currently has a team of 11 members. It plans to hire a few designers to enhance its user experience and set up a business development team to sell its API. Furthermore, there are plans to spend some money on acquiring new users.

  • Master the Game: Proven Football Betting Strategies for Pakistani Fans

    Master the Game: Proven Football Betting Strategies for Pakistani Fans

    Getting Started with Football Betting: A Friendly Guide

    Think of odds as the secret sauce behind every match. They tell you two things: how likely a team is to win, and how much smack talk will hit home when you hit the jackpot.

    Why Odds Matter

    • Probability Peek – Odds let you gauge the chances before you even put your money on the table.
    • Money Magnet – The bigger the odds, the sweeter the payday if your guess lands.

    Understanding the math behind those numbers means you can spin smarter, not just luck.

    The All‑In-One Solution: Mostbet for Pakistan

    Betting in the 21st century? Mostbet is the playground where Pakistani fans meet their wish list:

    • Download & Go – Get the app, slide into your device, and voilà, a world of markets at your fingertips.
    • Competitive Odds – No stale payouts here; every bet is juicy.
    • From Market to Masterpiece – Mix, match, and fine‑tune your strategy with countless options to play.

    Winning Habits, Not Just Luck

    Sure, the ball does bounce around, but seasoned bettors swear by three essentials:

    1. Preparation – Know the teams, the stats, and the vibes.
    2. Informed Choices – Don’t just place a bet; back your gut with data.
    3. Strategic Planning – Design a roadmap and let it guide your stake.
    Ready to elevate your game?

    Grab these expert-backed tips, crack a smile, and let the betting fun begin. Because while the ball’s unpredictable, your betting wisdom can be a solid rock.

    Understanding Betting Odds

    Understanding Betting Odds

    When you’re diving into the world of sports betting, odds usually come in three takes: decimal, fractional, and American (the moneyline variant). Each one plays the same tune but dresses it up differently.

    Decimal Odds: The Modern-Day MVP

    Decimal odds are the quickest cheat sheet to grasp. If the book shows you 2.5, that’s the amount you’ll get back for every dollar you stake. So a $10 bet will drop $25 in your pocket if you nail it.

    Fractional Odds: The Classic British Style

    Fractional odds narrate your profit as a ratio. A 3/1 odds means you earn $3 for every $1 you wager. These old-school numbers still reign supreme in the UK and Ireland.

    American Odds: The Big Numbers

    American odds come in two flavours: a positive or a negative sign. A +120 tells you you win $120 on a $100 bet, while a -150 says you must put down $150 to pocket $100.

    All Three Are Just Different Voices

    • Decimal 1.75 → Fractional 3/4 → American +75
    • Decimal 3.00 → Fractional 2/1 → American +200
    • Decimal 2.00 → Fractional 1/1 → American +100

    So next time you spot any of these, remember they’re simply equal sheets of music—each rendering the same potential payout in a style that suits your hashtag of choice.

  • Why every wardrobe needs at least one stylish jersey

    Why every wardrobe needs at least one stylish jersey

    In today’s fashion world, individuality and comfort go hand in hand. While trends change rapidly, certain timeless wardrobe staples remain essential—and one of them is the stylish jersey. Whether you’re an athlete, a fan, or someone who simply enjoys comfort with attitude, a jersey can add personality and flair to any outfit.

    With platforms like FastCustomJerseys, it has never been easier to find or design a jersey that fits your unique style. Let’s explore why every modern wardrobe should feature at least one stylish custom jersey.

    The Rise of Jerseys in Everyday Fashion

    From Sports Field to Street Style

    Jerseys were once limited to sports arenas and athletic events, but in recent years, they’ve broken free from those boundaries. They’ve become staples in urban fashion and casual streetwear. Thanks to their comfortable fit and bold aesthetics, jerseys now appeal to a wider audience who value both style and ease.

  • Google Pushes Back Against Slowing Search Growth on Apple Devices

    Google Pushes Back Against Slowing Search Growth on Apple Devices

    Google’s “Crisis” Over Apple Search Decline: A Tale of Two Tech Giants

    What Really Happened

    Last night, Google sent out a statement that’s become the talk of the town—just in time for a Wednesday flurry of headlines about a dip in search traffic on Apple devices. The company’s response didn’t just answer questions; it kicked off a full-on story about the complex dance between Google, Apple, and the rising tide of AI.

    Google’s Big Picture

    • Overall Search Growth – Google insists its global query volume is still on the up‑and‑up. Even with a dip on Apple gear, the total number of searches worldwide is climbing.
    • Apple’s Numbers Look Good – The firm claims an increase in total queries coming straight from Apple’s ecosystem.
    • New Features = More Relevance – Every new tweak, from Alexa‑style voice commands to Google Lens magic, makes the search tool more useful for a broader set of questions.
    • Future Plans – Google’s excited to keep innovating and promises more goodies at Google I/O.

    Apple’s Side of the Story

    Ever since the U.S. Justice Department fired up its antitrust case, Apple’s Senior VP, Eddy Cue, dropped a bombshell: a historic drop in Google search usage on Apple devices. Cue also highlighted a bigger shift taking shape—AI is rewriting the rules.

    • Financial Partnership – Apple pulls in roughly $20 billion a year from Google for making its search engine the default on Apple devices.
    • AI Integration – Apple plans to weave AI chatbots—think ChatGPT, Perplexity AI, and Claude—directly into Safari, giving users a fresh set of search options.
    • Strategic Imperatives – Even as Apple pushes for an AI‑boosted future, it’s still keen on keeping the current Google arrangement intact.

    Market Reaction

    On the same day that Google released its statement, the company’s shares did a dramatic dive—slipping over 7% by the week’s end. It felt a bit like a frustrated baby seal trying to find its way back to the ocean after a rocky night.

    Bottom Line: Two Titans, One Turning Point

    In this headline‑making saga, Google is nudging out a narrative that a dip is just one facet of a growing, tech‑driven world. Apple is adding a fresh, AI‑centric layer to its browsing experience. While the search engine partnership is still on the table, the future looks as uncertain—and thrilling—as a roller coaster built by the tech gods themselves.

    Stocks Take a Bite Out of the Morning Rush

    Good news for the savvy trader in you: Shares have edged up by more than one percent during Thursday’s early U.S. cash session. It’s one of those moments when the market feels like a warm hug instead of a cold stare.

    Why the Tiny Upswing Matters

    • Confidence Boost: Even a modest rise can signal that investors are feeling a bit more optimistic about the day’s prospects.
    • Momentum Magnet: Small gains often ignite further buying, especially when the market is already humming with activity.
    • Portfolio Perks: A 1% lift sneaks into the tallies of many portfolios, ticking a small needle in the right direction.

    What’s Brewing Next?

    While the win is modest, it sets the stage for a potentially steady climb later in the day. Stay tuned, keep your coffee, and you might just catch the next wave of gains.