As a Gen Z, I have struggled alongside my work ethic. I have learned to optimize leisure, travel, and rest, and to enter a stream state. However, my grandfather's activity ethic has made me rethink my approach.

At 86, my gramps refuses to retire. For the former 60 years, he has woken up at the identical period all morning, showered, dressed immaculately, had breakfast, and remaining for his activity as a broad doctor in his personal clinic.

Barring sickness and rare travel, he has never taken a day off, never deviated from schedule, and has an enviable activity ethic that I have not seen in anyone. My grandmother, who was 70, died final year, and he was rear to work in a week.

He is the eldest son

Born in 1940 in the small town of Gonda in North India, he was the eldest of six younger siblings. In 1966, at the age of 26, he began his medicinal custom following completing his MBBS.

From the beginning, he has been focused on his occupation and his responsibilities as the eldest son of a South Asian family. He worked in big hospitals, afterward opened a personal custom a few years later, and he additionally established a Rotary Club Chapter in his city, foremost it many times in the decades that followed.

There has continually been a profound awareness of empathy in him, which has made him a extremely considerate doctor for those who are economically marginalized. Because he charged less, took his period to comprehend all patient's issue, and prescribed medicines alongside awesome care, he gained fame in his city extremely soon.

After six decades, the patients who were formerly young men and women bring their grandchildren from distinct cities to be treated by him. Only two years ago, he scaled rear his work, operating lone till lunch. So now many patients arrive residence in an emergency. "I don't akin turning them away. Helping them makes me awareness elated," he told me in one of our weekly phone calls.

He doesn't desire to retire

From his work, he built a residence for his parents and siblings, and another for his spouse and children. He paid for the learning of most of his siblings and put downward a important sum whenever it was period for them to get married. In short, he has been liable for all function and association in his life.

He has three kids, two daughters and a son. They awareness as if he should obtain it easy. "Why don't you retire?" My mother asked him a few years ago, and he shook his caput vigorously, as if the idea itself was impossible.

"There were allies who were much healthier than me. They former early, and I have seen many of them continue away," was his reply to my mom. He additionally feels that being in a perpetual province of remainder volition dull his senses. Barring a partial hearing defeat in one ear and a decrease functioning flat because of age, he is fit and entirely Independent.

He makes period to bask life

He can decide if he always wants to quit since he has built his own practice, which is a privilege. However, he hasn't denied himself the pleasures of existence either. He took period off to go on vacations and spent dedicated period alongside his kids, parents, and wife.

From him, I am learning that having a activity ethic additionally method having a profound regard for your own life. It is not fair dedication to his work; his ethic showcases his volition to live as lengthy as he can, independently. I desire to live a purposeful and sturdy life, assisting and directing others and being of use till it's period to go. I desire to eat clean, activity out all day, put in the activity to nurture my ambition, expend period alongside my loved ones, and concentration on my goals. His activity ethic has additionally shown me how he values his time. He nourishes it, nurtures it, and uses it to build a improved existence for himself. An honest association alongside period and difficult activity has led him here.

He wants to be a functional part of society, and it has stated me a caller viewpoint on how I desire to live my life. It is an odd thought, but I aspire to have a activity ethic fair akin his and not retire.

Note: This function is exclusively accessible to U.S. citizens who can get and keep a U.S. government-issued Top Secret safety clearance alongside full-scope polygraph. There are no exceptions.

Who We Are:

Our goal at Hazel is uncomplicated and powerful. We use AI to assistance U.S. authorities purchasing teams buy at the speed of need alongside unparalleled effectiveness and cost-effectiveness. It is a $2.7T issue all sole year, and Hazel is at the forefront alongside Federal and State, Local, and Education (SLED) agencies.  

Hazel has identified a once-in-a-lifetime chance to resolve this by deploying cutting-edge AI to the community field and unlocking the complete possible of our nation. We empower our partners to move alongside expediency against the most pressing challenges of this century. Hazel builds AI for the community interest.

What We Are Building:

Hazel is transforming authorities procurement: how authorities agencies acquisition products and services from business vendors. You’ll activity immediately alongside our national partners in deploying our AI-forward bid evaluations solution, assisting them measure vendors additional accurately, reliably, and quickly. With the national authorities under expanding force to accelerate acquisitions, our tools provision them a genuine edge.

Our complete COTS phase supports the complete procurement lifecycle from need acknowledgment through award management, and our another partners contain province & local governments, schools, and particular authorities.

About the Role:

As a Hazel complete stack engineer, you volition be at the helm of architecting and construction Hazel’s platform. You volition activity closely alongside Hazel’s customers to acknowledge ache points to prioritize the most impactful features.  You volition build new features all week and be faced alongside many challenging specialized problems. Most importantly, you associate the tip of the spear in delivering productive and safe AI for the community sector.

This particular function is for deploying and scaling Hazel's cutting-edge AI for our largest agreement alongside among the most crucial U.S. authorities agencies. You volition bring it into manufacturing by owning the customization, safety accreditation, and deployment of Hazel in a distinctive operational environment. 

What You’ll Do Day-to-Day:

• Define, iterate, and execute on projects contributing to Hazel’s merchandise roadmap 
• Identify areas for procedure and specialized improvements, and obtain the undertaking to enhance engineering processes and structures in classified environments 
• Collaborate alongside colleagues, customers, and partners to comprehend key tactical and strategic priorities and provision innovative, impactful solutions 
• Take ownership of projects, ensuring they encounter rigorous standards of quality, performance, and safety certification for a classified deployment 
• Work onsite in Washington D.C. to deploy Hazel onto classified networks

What We’re Looking For:

• Proven cognition as a complete stack engineer or akin role
• Experience alongside our tech stack, which includes:
  • Python
  • TypeScript
  • React
  • PostgreSQL
  • AuthN/AuthZ, including SAML and OIDC sole sign-on alongside client IdPs
  • Docker
  • AWS and IaC (CDK)
  • CI/CD (GitHub Actions)
  • Building LLM features into manufacturing workflows
• Experience construction complex, workflow-heavy applications
• Adeptness alongside using AI Coding Tools (e.g. Cursor/Claude Code)
• Willingness to expend 25% of period onsite alongside customers (all journey is covered)
• Excitement concerning bringing innovation to the community sector
• Continuous run towards learning and individual development

Nice to Have Experience:

• Has worked at a startup or startup-like environment
• TS/SCI alongside FSP
  • We volition sponsor new clearances
• Experience operating in air-gapped or classified environments, including shipping application into infrastructure the client controls
• Security certification (e.g., IL-6, ICD-503)
• AWS Solutions Architect or similar
• Building or contributing to “from scratch” applications that had many users
• Mapping endeavor priorities to specialized priorities and vice versa
• Working alongside or neighboring to the community sector
• Accessibility activity to Section 508 or WCAG 2.1 AA
• PDF and document processing, including scanned documents
• Federal acquisition or origin selection

Compensation:

$150K - $200K USD | 0.25% - 0.5% Company Equity 

• Generous health & 401(k) benefits 
• Relocation Assistance 
• Unlimited PTO

Why Join Hazel:

This is Hazel’s archetypal involvement in a new client portfolio. We are among the extremely archetypal startups to always win activity alongside this customer. You volition guide this merchandise deployment. If you are curious in a occupation in national security, we volition sponsor your Top Secret clearance for this role.

As a Hazel engineer, you’ll decorator and deploy secure, scalable systems that bring AI to authorities procurement. You’ll own features end-to-end, from backend services and data pipelines to example integration and front-end delivery, assisting our partners move faster and smarter. Hazel combines startup speed alongside the goal concentration of community service.

You’ll activity side-by-side alongside inquisitive and driven founders as fine as a world-class and energetic founding engineering team. Hazel continuously promotes learning and provides many resources from our founders, another startups, and VCs – as fine as frontline visibility to client executives and multiple engineering skillsets.

Hazel is a mission-driven institution founded by engineers and built about delivering world-class innovation to our authorities partners. We strive for excellence, provision impact, and have fun doing it.

How You Fit Us:

You attention concerning mission. Hazel partners alongside agencies supporting everything from community academy teachers in the classroom to warfighters in the field. We accept in products which alter America for the better. 

You desire a startup that is organized without being rigid, quality-obsessed without being slow, and product-led without losing the vision. You obtain ownership: shaping the roadmap, talking to customers, and wearing many hats. We build exceptional generalists. 

You resolve problems. There’s no additional period to opine on scheme and guideline whenever our nation faces existential challenges, today. We are workhorses, not showhorses. 

You are continually learning. Nobody has all the answers, and the earth is ever-evolving, so we must be adaptive. We bring the finest practices accessible from all domains to encounter the challenge. 

You accept in team. Our squad grows together, supports one another, and elevates our shared successes. We are additional productive together.

Disclosures:

Hazel is an Equal Opportunity Employer. All qualified applicants volition obtain deliberation for occupation without regard to race, color, religion, sex, intimate orientation, sex identity, national origin, impairment or seasoned status, age, or any another federally protected class.

Hazel’s name is inspired by Hazel Ying Lee, among the archetypal Chinese-American women to assist in the U.S. armed forces as a associate of the Women Airforce Service Pilots in World War II. All Americans can interrupt barriers, challenge to innovate, and be the change. 

Our goal at Hazel is uncomplicated and powerful. We use AI to assistance U.S. authorities purchasing teams buy at the speed of need alongside unparalleled effectiveness and cost-effectiveness. It is a $2.7T issue all sole year, and Hazel is at the forefront alongside State, Local, and EDucation (SLED) and national authorities agencies.

Government procurement has moved at a glacial gait for decades, stovepiped by complex processes, regulatory capture, and overworked civic servants. The impacts are severe. Our founders saw at Palantir and BCG how lowly procurement challenges fueled wildfires throughout California, compromised crucial U.S. national safety systems, and wasted billions of dollars.

Hazel has identified a once-in-a-lifetime chance to resolve this by deploying cutting-edge AI to the community field and unlocking the complete possible of our nation. We empower our partners to move alongside expediency against the most pressing challenges of this hundred years including climate sustainability, awesome power competition, and more. Hazel builds AI for the community interest. The founders August and Elton saw this issue firsthand at Palantir and BCG, and they have enlisted a profound place of investors from the two tech and authorities to deploy among the archetypal genuine business applications of generative AI in the community sector.

Personal AI agents akin Meta’s Muse and OpenAI’s Dots are splitting the web into two kinds of websites: the ones the delegate has a agreement with, and the ones it walks into pretending to be your customer.

Muse and Dots the two obtain a petition from a individual and transport it out on the web. They investigation a product, inhabit in a form, and can equal add the merchandise to cart and inspect out. Meta has documented how Muse does this, in detail. OpenAI has published much small concerning Dots, so most of this part is concerning Muse, alongside Dots anywhere OpenAI has stated something.

I think agents akin these volition increasingly be how group use the internet. Before the iPhone made mobile browsing a genuine thing, computers were the lone way most group always interacted alongside websites. Computers’ portion of traffic cut from 98% of worldwide web traffic in January 2010 to under fractional in 2026, by StatCounter’s count. We are concerning to see that identical item happen to browsers used by humans, as agent-driven browsers obtain a share.

The comparing, booking, and reordering a individual used to do throughout 10 tabs can now rotate into one request. Muse is already accessible to anyone 18 or complete in the U.S. and Canada, liberated for most uses. That is why this matters now, equal before anyone knows how many group shop this way.

For SEO teams, the part anywhere the AI delegate searches is acquainted ground, and so is most of what it says formerly it arrives: headings, nexus text, alt text, and the facts in apparent text. The part anywhere it completes the purchase, the named buttons, tagged fields, and checkout, has continually belonged to front-end teams.

An delegate in a browser finds websites the way a individual does, by name or by searching, so the ranking activity motionless applies, equal if neither Meta nor OpenAI says which hunt motor its delegate uses. After the delegate arrives, page structure decides whether it can peruse the page, engage alongside it, and complete the task, whether that is a booking, a form, or a purchase.

For marketers, attribution and spectators data assume the visitant is the person. When an delegate browses, your analytics volition most apt figure it as your customer. When it buys through a connector, your website analytics sees nothing, and the command appears lone in your platform’s command records.

This part covers which SEO controls motionless use to these agents, which ones no longer work, anywhere delegate action shows up in reporting, and what to inspect on your or your clients’ pages.

Muse And Dots Reach A Business Through A Connector Or A Cloud Browser

Muse’s archetypal tier is the connector. Meta says Muse “launched alongside dozens of partners alongside alongside admission to the complete Shopify catalogue,” and is adding Walmart, Best Buy, Sephora, Wayfair, and others. For the connectors it launched with, Meta says it “worked closely alongside the assistance provider to merge their API.” Dots have their own version. OpenAI says: “Through our ecosystem of plugins, they can readily nexus to complete 4,000 apps.” Any endeavor can build one and present it for OpenAI’s review.

The browser tier is everyone else. Muse runs, in Meta’s words, “a genuine up-to-date Chromium-based browser” on “a dedicated safe computer.” OpenAI says dots “can do nearly item using their own haze computer, their own browser, and the apps you’ve connected.” Meta’s documentation for businesses construction connectors says: “Muse can already browse websites. Your connector should enhance on what’s imaginable in the browser cognition through improved information, document access, additional dependable actions, or small steps.” Without a connector, the delegate comes to your website in its browser since a individual gave it a task, specified as purchasing a garment from a named designer, and it plant alongside any the leaf shows it.

If you’re on Shopify, the phase can choose your tier for you. Its default setting, “Allow Shopify to oversee for me,” is established under Sales channels, afterward Agentic, enrolls stores in its AI buying channels. Shopify says products are “shared alongside Meta by default through Shopify Catalog.” A shop on a tradition phase is in the browser tier unless it builds a connector.

I archetypal described these two tiers in Meta’s Muse documents in September.

See also: Getting Your Product Into ChatGPT Isn’t The Hard Part, Getting It Through Checkout Is

Muse And Dots Give Websites No Name To Put In Robots.txt

Most of the controls SEO teams use, from robots.txt rules to crawler allowlists, were built for crawlers that province who they are. Neither Meta nor OpenAI has published a person agent, petition header or signature for the Muse or Dots’ browsers, so there’s no name to put in robots.txt. Meta’s page for website owners lists five crawlers, and Muse is not one of them. OpenAI’s page lists four, and dots are not on that catalog either.

Meta describes what a website sees whenever Muse visits it: “When Muse browses the internet, it volition appear as your activity, so if you ask Muse to buy a garment from a garments designer’s website, that decorator power use your sojourn to display you an ad on Instagram.”

Think of Frank Abagnale in Catch Me If You Can. He walked through airports in a pilot’s uniform, and nobody checked whether he could fly, since the uniform was right. Muse walks into your website wearing your customer’s uniform and, in Meta’s words, “your activity.” Robots.txt lone always worked alongside names, and this visitant doesn’t provision one.

Robots.txt has continually been an regard system. The standard says its rules “are not a form of admission authorization,” and a crawler follows them lone if its controller chooses to.

A name lets a website acknowledge the visitant and decide what to do alongside it. For example, Amazon’s robots.txt names 99 agents, and Muse and Dots are absent since there is no name to write. When Amazon blocked Muse in September, it did it through its Conditions of Use, the conditions its customers concur to, as I wrote in Amazon’s block of Muse. GeekWire reported Amazon’s three reasons: Meta didn’t inform Amazon that Muse would admission its store, the delegate doesn’t acknowledge itself whenever it browses, and it appears to grasp and shop client credentials.

Dots have a second route. OpenAI’s documentation tells users: “If a website blocks the haze browser, ask your dot to try your connected computer.” For ChatGPT’s device use additional broadly, OpenAI says websites “may treat approved clicks, form submissions, and signed-in actions as coming from your account.”

For SEO teams, the decision moves from robots.txt to bot protection, and that is normally person else’s system. A firewall or your platform’s bot display sees a Chromium browser on a haze machine, and it either blocks it or lets it through as a person.

HUMAN Security, as reported by PPC Land, says its bot-detection merchandise can acknowledge Muse, which is a logic to ask your bot vendor whether it can inform if a Chromium browser is operated by a individual or an AI agent.

See also: Everyone Is Negotiating With Google While Meta Reads The Web For Free

On-Page SEO Covers Most Of What Personal AI Agents Read

Meta says Muse’s browsing sub-agent says a leaf through the accessibility tree: “The sub-agent, which drives the Browser, sees an accessibility tree snapshot of the page, not the raw DOM.” The sub-agent additionally “has no capability to run JavaScript in the leaf context.” Your page’s own scripts motionless run, since it is a genuine browser. Muse can’t add any of its own. OpenAI has not published how the dots browser says a page. Google’s guidance for website owners says browser agents may collect what they need by “analyzing ocular renderings (like screenshots), inspecting the DOM structure, and interpreting the accessibility tree.”

The accessibility tree is what display readers use. The browser builds it from the DOM and keeps, in Chrome’s description, “only elements from the DOM tree that are applicable and helpful for displaying the page’s contents in a display reader.” Each item has a category (button, link, heading), a name, and a state. Design does not appear in it.

Most of what the delegate says is on-page SEO you already do, but the part that completes the transaction is front-end work.

To see what Muse sees, open a leaf in Chrome DevTools, go to the Elements panel, afterward the Accessibility tab, and toggle “Show accessibility tree.”

I checked the structured-data row on a genuine merchandise leaf from a ample shop on Shopify, study the accessibility tree Chrome 154 built for it. Chrome is built on Chromium, and Meta says Muse runs “a genuine up-to-date Chromium-based browser.” The page’s organized data listed six of the seven sizes in one color as out of stock. A individual sees those six buttons grayed out and traversed out, through styling alone. In the accessibility tree there are seven identical buttons, “Select size eight” to “Select size 14,” alongside nothing marked unavailable. The inventory data existed for Google and for individual eyes, and Chrome’s accessibility tree, the type Meta says the delegate reads, had neither. The tree did capture up following a click: choose size nine and an “Out of stock” note and a “Notify me” clasp appear. An delegate learns what a individual sees at a glance lone by trying all size, one by one.

On the identical page, the shipping eligibility and the free-shipping threshold appeared lone following the page’s scripts ran, so a crawler study the raw HTML would have missed them.

Meta has not stated whether Muse says organized data by another route, and businesses in the connector tier hand their data complete by API without depending on the leaf at all.

Muse Visits Look Like Customers In Your Analytics, And Agent Checkouts Skip Them

Google Analytics 4 added an AI Assistant channel on May 13 that sorts visits from AI assistants specified as ChatGPT, Gemini, and Claude without setup. It plant from the referrer, so it counts lone the second row, and lone whenever the app sends one.

Shopify says its classification of bot sessions in analytics is “designed to be traditional since it’s improved to young female several bots than incorrectly tag genuine customers as bots,” so an delegate meeting is additional apt to district in the individual count. Nobody has published logs showing how GA4 or any bot display labels these sessions.

What The Evidence Can’t Tell You Yet:

• How many group use them. In first October, The Information reported, according to inner Meta data it reviewed, that additional than 3 myriad group immediate Muse at smallest formerly a week. OpenAI has published no numbers for dots. Neither fig counts website visits specifically.
• How many purchases happen. No vendor or third gathering has published how many orders these agents complete, through a browser or a connector.
• How brands get chosen. Neither business documents how its delegate ranks or picks between businesses in an answer.

Muse And Dots Turn Website Structure Into A Budget, Team And Risk Decision

Search engines peruse your website. AI answers citation it. Agents use it. SEO gets a leaf found, and GEO gets it cited in an AI answer. An delegate akin Muse finds the page, says it, afterward keeps going: It picks the size, fills in the form, and pays. GEO stops at the answer, and SEO’s job used to end at the door. Now the leaf SEO got established is additionally the leaf the delegate has to use.

That is additionally why the shortcuts sold for AI visibility young female this visitor. A markdown type of a leaf and an llms.txt document are content prepared for a device to read. They are the AMP leaf all complete again, served to a visitant who came prepared to inspect out. Both depart out the buttons, the forms, and the checkout, which is exactly what an delegate came to use. I wrote concerning this in The Text-Only Version Of Your Website Strips Out The Wrong Layer. Muse says the leaf through its accessibility tree, and neither Meta nor OpenAI says its delegate says either file. For an delegate that came to buy, markdown is pointless.

I called the complete image Machine-First Architecture whenever I wrote concerning it for Search Engine Journal in May. It rests on four parts: identity, structure, content, and interaction. SEO and GEO mostly activity on content, and agents need the another three as well.

For leadership, that method four decisions.

1. Team: Put SEO and front-end on the pages anywhere group act: forms, bookings, signups, and checkout. They now build one thing, a leaf a device can peruse and act on. Give SEO a place in the bot-protection assessment too, since that regulation now decides whether a customer’s delegate gets in.
2. Risk: Decide on intent whether agents get in. You don’t desire a bot regulation written for scrapers turning distant a customer’s delegate trying to buy from you. Amazon blocked Muse deliberately and stated why. If nobody has decided, a default nobody reviewed is deciding for you.
3. Budget: Pay to fix accessibility on the pages anywhere group buy, book, or sign up. WebAIM established that 95.9% of the top myriad homepages had detected WCAG two failures in 2026, so for most websites this was already overdue, before any delegate arrived.
4. ROI And Opportunity: Nobody can measure browser-tier delegate income yet, so the case rests on what the activity pays today. That fix serves screen-reader users now, and whenever an delegate compares ten stores, it can lone buy from the ones whose pages it can engage with.

Getting cited is what pays today; I can’t contend that. But OpenAI, Google, and Meta, the companies whose AI answers citation you, are all construction agents that can additionally use your website and equal buy from you. Stop at the citation, and that delegate can citation your website but can’t buy from it.

Key Takeaways For SEO And Marketing Leaders

• Find your tier before anyone asks. Shopify’s default may already have put you in Muse’s connector tier.
• Give SEO a place in the bot-protection review. Your bot rules decide what happens to these agents.
• Audit the pages anywhere group act as an accessibility tree. Put the facts from your organized data in apparent text.
• Report in-app delegate orders from your platform’s command records. Google Analytics misses them.
• Treat this as additional than an SEO project. Front-end, security, and SEO all own part of it.
• Start before the use numbers exist. The connectors, defaults, and browsers are already live.

More Resources:

• Why Google’s New “Google-Agent” Is The Biggest Mindset Shift In SEO History
• Google Tells Developers To Build For AI Agents, Not Just Humans
• Why Agentic AI May Flatten Brand Differentiators

Featured Image: New Africa/Shutterstock

Spotify is enabling podcast creators to acquire additional prosperity through the phase by providing their fans alongside a way to pay to admission exclusive content. First announced in May, the new Memberships subscription characteristic is starting to rotate out in 34 regions today, allowing podcasters to recommendation perks including additional content, first access, reward episodes, and reduced ads rearward a paywall.

Users can discover Memberships on a podcast’s Spotify page, alongside the capability to subscribe, pay, and admission the exclusive benefits “in fair a few taps,” according to Spotify. Podcast creators can set their pricing options and bundle benefits throughout multiple subscription tiers, and keep 90 percent of affiliation revenue. Spotify is providing podcasters alongside tools to analyze and build their Memberships audience, including targeted promotions and liberated test offers, alongside community involvement features akin associate badges, greeted clips, and more.

That makes this additional akin a Patreon-style affiliation scheme in which fans can choose to provision additional assistance to their favorite creators, and is distinct from the podcast subscription feature that Spotify introduced in 2021. Podcasters can utilize Memberships alongside another Spotify income streams, including ads and the Spotify Partner Program.

To meet requirements for Memberships, shows must be hosted on Spotify for Creators or Megaphone, and have at smallest 100 use hours, 100 listeners or viewers, and three published episodes. Spotify is additionally making it uncomplicated for podcasters who oversee their subscriptions on another services to try Memberships, allowing them to bring their paywalled satisfied to Spotify via its Open Access feature.

Intense missile and drone attacks in earth conflicts are showing the US Army how it needs to train its air defenders, as fine as how to defend them from threats, Army officials said.

Lessons on protecting MIM-104 Patriot surface-to-air missile systems and crews are coming in, and Army leaders say those observations are being quickly unified into training to assistance troops keep gait alongside evolving threats and tactics.

In their war against Ukraine, Russian forces have hunted Patriot batteries and another air-defense systems during additionally trying to overwhelm them alongside complex barrages of one-way assault drones alongside ballistic and cruise missiles, providing lessons in mobility, concealment, deception, and dispersal. The war alongside Iran, meanwhile, has exposed American and allied air defenders to the difficulty of defending against large-scale drone and missile bombardments during managing interceptor stocks. The Army is learning those lessons, officials say.

Lt. Gen. John Rafferty, the caput of Army Space and Missile Defense Command, told reporters at the Association of the United States Army gathering final week that air defenders have been "probably the most assured community in the Army for learning lessons from Ukraine," alongside an accent on survivability and the safety of crucial assets.

"How have we embraced those observations from Ukraine and afterward put them into action?" Rafferty stated this was among the archetypal questions he asked whenever he took command before this year.

He stated that he has seen how command teams have "put those lessons in location and how they are taking steps to defend their soldiers, to defend the critical systems of Patriots and sensors, protection, camouflage, deception, all of that."

Officials alongside the 32nd Army Air and Missile Defense Command told Business Insider that observations and lessons from Ukraine are shared alongside its agency at Fort Bliss, Texas, anywhere training materials for air defence soldiers are updated. The data is additionally shared alongside the larger Army and industry partners.

The 32nd Army Air and Missile Defense Command lately transferred to Army Space and Missile Defense Command and is tasked alongside missile defence preparedness throughout distinct regions. Its responsibilities contain the two energetic defenses, specified as intercepting incoming missiles, and passive measures, specified as camouflage and dispersal, as fine as coordinating intellect and command-and-control.

Rafferty and another officials stated that the US war alongside Iran, which has stress-tested American air defence units, is providing precious data on air defense. According to Rafferty, approximately 2,500 soldiers from his command are deployed to the Middle East, including the two air defence formations and area specialists.

He stated that approximately 25% to 30% of the command's air defence formations are deployed. These forces comprise chiefly of Patriot units and Terminal High Altitude Area Defense anti-ballistic missile defence crews.

"We're taking the things that we're seeing in the Middle East and feeding it rear to the another brigades in the formation," Col. Matthew Ingils, delegate commanding authoritative for operations alongside the 32nd Army Air and Missile Defense Command, said.

Lessons contain "the types of threats" as fine as "the scale, the scope, the complexity of what we're seeing," and afterward training new formations on that understanding so that idiosyncratic soldiers who associate an air defence component can quickly capture up.

The conflicts in Ukraine and the Middle East current distinct challenges, giving the Army a broader range of lessons to merge into its training.

To prepared to oppose new threats or employ new tactics, soldiers use combat simulations that are being updated alongside lessons from the Middle East and Ukraine.

Current conflicts have shown the Army and broader US armed forces that air defenses are essential for intercepting missiles and drones, protecting crucial assets, and challenging aircraft.

Heavy expenditure of air-defense interceptors and another munitions, however, have raised concerns concerning whether the US is sufficiently stocked for forthcoming fights.

At the identical time, air defenders themselves have rotate into precedence targets for enemy forces, making dispersal, camouflage, and movement increasingly crucial to their survival.

When our older son was 12, getting a phone seemed to be the trend. Many of his allies had phones before 6^th grade, but those who didn't received one at the commencement of center school, so we purchased one too. Looking back, I regretted our decision, and desired we'd waited another year.

He didn't really need one until academy sports began in 7^th grade, whenever he was staying following academy for custom and traveling about our district for track meets. Without a true need, a phone merely felt akin another association to the dangers of the internet; protecting him felt impossible.

Our younger son started center school in September, and always since his brother got his phone three years ago, he's expected to obtain one at the identical age.

I didn't desire to provision in

"He doesn't need it," I told my hubby in August. "We cognize that now," I reminded him. He takes the bus to and from school, and I can track his dawn and midday bus routes alongside the Here Comes the Bus app. School sports don't commencement until next year, so we are liable for transporting him to rec football custom and games ourselves; we don't yet need to communicate concerning exact locations or pickup times.

But akin alongside our older son, his allies either had phones or were getting one, and he felt remaining out. I've established that much of parenting today involves striking a balance between what I awareness is harmless for my children and giving them the freedom to awareness they belong.

I was concerned concerning him having accordant admission to the net and concerned he wasn't liable adequate to keep track of a phone. Remembering the period he'd remaining his backpack on the bus, I pleaded alongside my husband, "He power misplace it — and afterward what?" But that was two years ago, and I wanted to accept that he was maturing. For his mental health, I additionally didn't desire him to awareness remaining out.

My son convinced his dad, who afterward convinced me

Convincingly, my son asserted that it wasn't fair that his brother got a phone at 12, but he would have to wait. "I desire to be capable to content you if football is ending first and let you cognize whenever I'm on the bus in the afternoon," he reasoned. I idea these were merely persuasive tactics. I didn't accept he'd prosecute through, but he did.

Ultimately, my son convinced my husband, who afterward convinced me that it power be OK. And I'm so glad he did. He already has an iPad, and the two devices are protected by parental controls, so we don't awareness as although having a phone increases his susceptibility to online dangers. On his own, he devised a scheme to responsibly keep track of his phone during the academy day. He places it safely in his backpack whenever he reaches a certain item on his dawn bus path — and it stays there until he gets rear on the bus in the afternoon.

I'm really glad we got him a phone

Each day about 3 pm, I obtain the text, "I'm on the bus," and my bosom feels content. Sometimes he additionally texts me concerning how a test went or his plans for tackling that evening's homework. Often, I dispatch him an animated GIF to prompt him that I affection him, and I'll keep doing that until he asks me not to.

When he had an after-school event final week, I was capable to inform him I was operating delayed and that his grandma would be picking him up. If he's arriving residence before me, I can merely let him cognize that I'll be residence soon. Giving him a phone has made him additional responsible, stated us the liberty to communicate agenda changes, and made him awareness assured in his expanding maturity. And finest of all, his location is lone a click away.

Google Cloud is experiencing outages in London that appear to have knocked out a figure of banking services.

An update on Google Cloud's position dashboard states that it's seeing assistance issues at its europe-west2 region, which covers the London area.

A fistful of banking apps and services, including Halifax and Revolut, reported issues on Tuesday that coincided alongside Google Cloud's disruptions. Some companies stated that the Google Cloud outage was the cause, during others attributed it to an unnamed third-party provider.

"We are currently experiencing a assistance disruption affecting multiple services. We can verify that all our customers' prosperity and data are safe. We've been operating to fix the matter since it was identified this dawn and apologize to anyone affected and for any inconvenience caused," Revolut stated in a statement.

"We're conscious several customers are having issues alongside our app and online. We're apologetic concerning this and are operating difficult to fix it," Halifax posted on X.

Emma, a famous UK budgeting app, additionally reported outages on Tuesday. "Emma is currently downward because of a Google Cloud outage affecting services in London since 7am. This is a specialized outage, not a safety issue," the business stated on X.

The outage was caused by Google Cloud, a individual at another affected backing business said.

A Google spokesman stated the business was examining the matter and referred Business Insider to the position dashboard.

This is a evolving story. Check rear for updates.

Elon Musk’s commitment to provision all kid in America a portion in SpaceX has already paid one dividend: effusive praise from President Donald Trump.

"A BIG THANK YOU to our legendary friend, Elon Musk," Trump wrote Monday, calling the projected current an act of "incredible generosity."

He stated the shares would go to children through Trump Accounts, the funding accounts created under his administration.

It was an enthusiastic reply to Musk's commitment before in the day. "Next year, I volition provision one of my SpaceX shares to all kid in America," he wrote on X. "This volition be the archetypal of many."

Significantly, Trump shared his praise in a article on X, a phase he has eschewed in latest years since launching his social network, Truth Social.

Trump was barred from Twitter in 2021 following the Capitol riot, and during his document was reinstated following Musk bought and renamed the platform, the chairman has been an infrequent poster since then.

Musk's $10 milliard contribution promise

There are approximately 72 myriad children in the US, and SpaceX inventory closed Monday at concerning $148 a share. At that price, one portion apiece would put the gift's value at about $10.6 billion. Its eventual value volition depend on SpaceX’s portion cost at the period the inventory is transferred.

Trump has been waiting for this particular contribution. In July, he stated he idea Musk would donate SpaceX inventory to Trump Accounts, equal as he referred to their extremely community falling-out as a "little dispute."

SpaceX President Gwynne Shotwell and her hubby had already pledged shares for additional than 2 myriad children’s accounts.

Musk and Trump have a turbulent relationship. The world's richest man was one of Trump's biggest financial backers in the 2024 election, spending additional than $200 myriad to assistance choose him. The brace were near adequate during the archetypal few months of Trump's come back to the White House for Musk to acquire the nickname "First Buddy."

He afterward became the community visage of the administration's Department of Government Efficiency before leaving in May 2025.

After leaving DOGE, Musk was extremely crucial of the president's "Big, Beautiful Bill," calling it a "disgusting abomination."

Musk has lately resumed spending heavily to form Republican government onward of the midterms. Since July, he has stated concerning $276 million, including $158 myriad to the Senate Leadership Fund; the excellent PAC afterward sent matching sums to a Texas collection supporting Attorney General Ken Paxton's Senate campaign.

Lately, Musk has been seen publically alongside Trump multiple times; the chairman awarded him the National Medal of Science before this month, and whenever China's chief Xi Jinping visited the US in September, he sat at the president's table at a province dinner.

Details are motionless unclear on Musk's SpaceX portion giveaway

If confirmed, Musk would associate other affluent backers of the program. Michael and Susan Dell contributed $6.25 milliard to the accounts of 25 myriad children, alongside the gifts directed archetypal to children in lower-income ZIP codes. Musk’s contribution would be larger than the Dells' barring a important autumn in SpaceX's portion price.

For now, it remains a promise. Musk has not detailed who would meet requirements as a kid under his plan, how he would get shares into all eligible account, or whenever the transfers would happen next year.

For Trump, the commitment brings among the country’s wealthiest endeavor leaders rearward a program he has promoted. "This is exactly what was envisioned whenever we created TRUMP ACCOUNTS," he wrote Monday.

The SpaceX endeavor assisting to prosperity Elon Musk's biggest bets is taking a sway of its own fair in period for earnings.

The SpaceX endeavor assisting to prosperity Elon Musk's biggest bets is taking a sway of its own fair in period for earnings.

SpaceX reports earnings following the chime today, and Musk's goal of turning Starlink into a important mobile transporter is expected to be a focus.

Taking on Verizon, AT&T, and T-Mobile is a huge endeavor. And it requires important funding from a business that already has a lengthy catalog of costly bets.

As a bit of a refresher, SpaceX is made up of three key parts: connectivity (Starlink), area (reusable rockets akin Starship), and AI (Grok, X, and data centers). Among the three, connectivity is the lone one generating an functioning profit.

That makes it incredibly precious not lone as a stand-alone endeavor but as a way to offset the costly investments made by SpaceX's area and AI segments.

Turning Starlink into a mobile transporter complicates that arrangement. To recommendation assistance in additional densely populated areas, SpaceX volition need to initiate additional satellites into area and established a dirt footprint.

How much SpaceX plans to set apart for that buildout and the effect it'll have on the base row are key questions analysts volition have.

Musk is no alien to talking a big game. He lately stated SpaceX could one day be value additional than Earth's economy.

He's backed it up by accomplishing things others idea were impossible, akin self-landing rockets. Just don't anticipate him to hit his self-imposed deadlines. (Case in point: Tesla Roadster, which has faced many delays and is now targeting manufacturing in 2028.)

There's small at interest whenever you're starting from scratch. But alongside Starlink, it's additionally concerning Musk avoiding turning his prosperity cow into another chief drain.

According to another Musk proclamation, a lot of us volition have a vested involvement in SpaceX's success.

Early Monday morning, Musk stated he'll provision one of his SpaceX shares to all kid in America next year.

"This volition be the archetypal of many," he added.

Details on how that would activity weren't clear, but many group immediately idea of the lately launched Trump Accounts.

President Donald Trump predicted Musk would donate SpaceX inventory to the accounts. And SpaceX chairman Gwynne Shotwell already stated she'd current a share of her business inventory to Trump Accounts.

If that's how the shares are distributed, it's an example of the complexities the Trump Accounts can stance for several parents. Certain jobs, akin those in financial services, have restrictions about the types of investments you can clasp due to compliance reasons.

Some Google Home Speaker owners are currently experiencing an matter in which hundreds of gigabytes of data are being continuously downloaded to their equipment in the background. The bug, reported by 9to5Google and several Reddit users complete the final week, may be caused by the speakers failing to correctly download and instal a firmware update, alongside one Redditor finding that his equipment was consuming additional than 200GB per day.

Thankfully, Google is conscious of the issue. In a declaration to 9to5Google, the business stated that “a fix is already rolling out that should location this for users.” Most of the reports are tied specifically to the new Google Home Speaker model, but it isn’t apparent how general the matter is. We’ve reached out to Google to petition additional data concerning the logic and verify affected devices.

My coworker Tom Warren confirmed that his own speaker is unaffected, and 9to5Google reports another Home Speaker in a distinct family downloaded fair 2GB in the former month, compared to to 132GB used by an affected equipment complete the identical period. A big involvement for anyone alongside a constricted data scheme current is that the bug could quickly eat through the allotted limit, and they wouldn’t cognize unless they regularly inspect to see how much data their devices are using.

Think of that clumsy highway moment: You've accidentally cut person off or made an apparent driving mistake. You desire you could descend into automotive oblivion before the another controller gets a fine appearance at you.

The Toyota RAV4 is ideal for that situation.

The crossover SUV is fine at nearly everything — efficient, comfortable, fairly priced, and backed by Toyota's position for reliability — during wrapped in a bundle that looks akin beautiful much all another market getter on the road.

I spent a week and concerning 200 miles in a 2026 RAV4 Limited AWD, driving through New York City and the Catskills region. The fully-loaded tester stickered at $46,883.

I established the RAV4 to be aggressively competent. Its achievement won't get your adrenaline pumping, and its looks won't rotate many heads. Instead, it'll get occupants comfortably from item A to item B during barely sipping fuel.

And consumers can't get adequate of that.

RAV4 gets a facelift — and several caller electric motivation

The RAV4, America's third-best-selling conveyance final year, is caller out of the scheme studio.

It's the sixth generation of the SUV: Unlike its curvier predecessors, it's squared off and upright. The forefront and rear are nearly perpendicular to the dirt and are completed off alongside LED caput and taillights.

The additional consequential alter is under the hood.

For 2026, Toyota killed the gas-only RAV4. Every type now comes alongside a power division in the powertrain; the lone remaining choice for RAV4 hopefuls is between a conventional hybrid and a pricier plug-in hybrid.

That puts one of America's most famous vehicles squarely rearward the hybrid scheme Toyota has spent years defending.

While rivals poured billions into all-electric lineups, Toyota kept betting that hybrids — which merge a gas motor alongside electric motors and a small power division that recharges as you run — would be easier for mainstream buyers to adopt.

The RAV4 isn't Toyota's archetypal bestseller going hybrid-only. The Camry sedan made the toggle for 2025, and the Sienna minivan has been hybrid-only since 2021.

RAV4 is the most consequential expression of that hybrid bet. And the implementation hits the nail on the head.

The basis example is approximately $32,000 — akin to gas-powered competitors akin the Honda CR-V or the Nissan Rogue.

Gas mileage is exceptional. During my test, I averaged 47 mpg, and saw 50-plus mpg on several shorter trips.

There are trade-offs. The RAV4 feels sprightly off the line, but ask for additional power at highway speeds, and the gas motor starts operating noticeably harder. The steering is vague, the motor can drone, and the passage between electric and gas power is motionless additional apparent than I'd like.

Still, Toyota gets the boring material right. The RAV4 gets a smartly layered front-seat institution system, a spotless gauge cluster, and easy-to-understand digital climate controls.

Buyers who desire item faster, flashier, or fully electric have plentifulness of another options — including elsewhere in Toyota's own showroom. My Limited tester additionally proved you don't need to expend nearly $47,000 to get what makes the RAV4 appealing (the heads-up display, for example, really wasn't necessary).

The RAV4's trick is simpler: It doesn't necessitate any important existence changes from its owner. Shoppers don't have to instal a charger, rethink a highway trip, or study a radically distinct car. They can fair run it — and, in my case, get 47 mpg.

Wow, it's popular

That achievement does create a problem: Buyers can't get adequate of the RAV4, particularly as elevated gas prices add to already-strong hybrid demand.

Right now, a new RAV4 spends an average of fair 17 days on a dealership lot, per CarGurus data shared alongside Business Insider. The industry average is complete 70 days.

Kevin Roberts, director of financial and market intellect at CarGurus, stated the circumstance reminds him of the part deficit era, whenever constricted inventory sent shoppers hunting through dealership many and helped shove car prices higher.

"We're way out of the part deficit now, so it's a really benevolent of distinctive environment," he said.

That scarcity is creating another oddity. CarGurus established that average used prices for 2026 RAV4s were really operating complete the starting prices of equal new trims. Even 2025 RAV4s were retaining concerning 99% of that value.

His direction for shoppers: "Dust off several of the part deficit playbook" by expanding their hunt radius, being elastic concerning options, or ordering a conveyance if they aren't in a rush.

AI is changing how Google employees activity — and how Google hires them.

The business has been evaluation multiple AI-related changes to its hiring procedure for application engineers, according to documents reviewed by Business Insider. These changes, which Google has been rolling out in phases throughout this year, contain allowing the use of AI in coding interviews and permitting interviewers to use Gemini to provision candidates feedback.

Many engineers are additionally now expected to display several flat of AI fluency as a naked minimum, the documents show.

In May, Business Insider reported that Google was piloting ways to merge AI into the discussion procedure alongside a small fistful of orgs. This included a new "code comprehension" discussion in which candidates are assessed on AI fluency and immediate engineering. Candidates can additionally use Google's Gemini AI as an aide during the interview.

The new formats have since been rolled out additional broadly throughout the company, according to the inner documents. However, a spokesman stated they were motionless considered to be in the aviator phase for now.

"We're piloting updates to our discussion procedure for application engineers, including evaluating for AI fluency, to be additional reflective of how our teams are operating," Brian Ong, vice chairman of recruiting at Google, told Business Insider in a statement.

Like another companies, Google is adapting its hiring procedure to keep gait alongside the huge transformation AI is having on software engineering. As developers increasingly depend on AI coding assistants, hiring companies desire to cognize how capable they are alongside these tools.

In April, Google stated that three-quarters of new code created at the business is generated by AI and reviewed by humans, a trend that has since continued throughout the tech industry. Google has stated that its workforce are increasingly using the company's own Gemini models to the two enhance another Google products and to build the next generation of Gemini.

The documents say that for several roles, including application engineering, AI fluency and AI merchandise integration are now used as measures of a candidate's abilities. A Google spokesman stated that AI fluency is a necessity for all application engineering jobs, during AI merchandise integration is required for most roles exterior entry-level positions.

Google is additionally piloting the use of Gemini for discussion transcription and note-taking in several job interviews conducted via the company's videoconferencing platform, Google Meet, one document shows.

Google wants to speed up the feedback procedure using AI, too. The identical document states that Google is operating to allow interviewers to use Gemini to outline role-tailored feedback.

As Google builds out this new discussion system, workforce were told they may be asked to act in several of the pilots — but were warned against using AI tools to create their own interviewing "solutions."

"Do not use GenAI or LLMs to create your own standalone solutions or agents for hiring or interviewing use cases," the document states, referring to ample tongue models.

Have item to share? Contact this newsman via email at hlangley@businessinsider.com or Signal at hughlangley.01. Use a individual email location and a non-work device; here's our guide to sharing data securely.

Unlike the White House, anywhere US presidents can assist lone two terms, members of Congress have no term limits.

In the US Senate, several members have served for decades.

Senators are additionally getting older, on average. In the 119th Congress, which began in 2025, the median age of US senators was 64.

That marks an addition from the 113th Congress in 2013, whenever the median age in the Senate was 61, per Ballotpedia.

Of the 10 longest-serving senators, two are operating for reelection in the 2026 midterm elections.

Here are the current senators who have held agency the longest — and how many years they've served.