Comfort, ease, and enjoyment.

I group for all overnight Amtrak trip alongside these three things in mind. And following 128 hours of experience, I've figured out the essentials for a awesome experience.

I've traveled through 15 states, from the East Coast to the West, in Amtrak sleeper cars. I've stayed in roomettes — approximately 20-square-foot private cabins alongside two seats, two beds, a table, and a descend and vanity — and bedrooms, which are twice the size and additionally contain a complete bathroom.

My packing list has evolved complete the years. Some items have been alongside me since the beginning. Others arrive from lessons learned alongside the way.

Cloudflare recorded its archetypal income from what it calls Act 4 products in the third quarter, co-founder and CEO Matthew Prince stated on the company’s earnings call. Act 4 covers the products meant to assistance create a new endeavor example for the internet.

He additionally stated OpenAI is paying for hints that inform its crawler whenever web pages change. For customers that desire additional traffic from AI agents, Cloudflare is assisting alongside what he described as “sort of the new type of SEO.”

Prince gave no fig for Act 4 income on the call. Cloudflare’s third-quarter results release, which reported income of $782.5 million, up 39% twelvemonth complete year, doesn’t interrupt it out either.

OpenAI Pays For Page-Change Hints

A Goldman Sachs expert asked whenever it volition be period for Act 4 products to create meaningful revenue. Prince replied that Cloudflare is already “recognizing important amounts of revenue” because of the effectiveness it brings to AI agents’ visits to websites. As an example, he pointed to the alliance alongside OpenAI that was explained during Cloudflare’s August earnings call.

He additionally described how under the partnership, Cloudflare provides OpenAI alongside data as to whenever a webpage has been updated (for example, a eatery updates their pricing), so OpenAI’s crawler doesn’t have to keep going rear and re-fetching the identical webpage.

“OpenAI is paying for that,” he said, adding that he expects another AI companies to do the same.

Cloudflare made this community on July 8, in a investigation aviator using signals from the websites participating (for example, satisfied freshness and leaf changes). In its Oct. 15 results posting, the business stated it was motionless operating alongside OpenAI to decide how improved finding could guide to endeavor outcomes (I wrote concerning this on Oct. 20).

Prince did not signify during his call what OpenAI is paying for this association or whenever the payments started.

Optimize For Agents Or Block Them

Asked by a Wells Fargo expert whether Cloudflare customers desire additional traffic from AI agents, Prince stated the answer depends on the customer, and that several desire as many agents as possible.

“Others see them as a bane to their endeavor and desire to keep them away,” he said.

Cloudflare helps the customers who desire agents diagram additional of them and grip the traffic efficiently, according to Prince. Customers who see agents as a danger get them blocked, and they aren’t charged for that traffic. He divided customers the identical way on the August call.

An delegate choosing anywhere its person eats meal power drag menus from 1,000 eatery websites, he said, and the person goes to one. The another 999 restaurants transport a disbursal alongside no benefit. A individual power appearance at two or three pages, and the measure alongside agents is far higher.

On the August call, Prince stated that if current trends continued, nonhuman traffic would be as much as 1,000 times individual traffic inside five years. This time, he stated he expects it to happen sooner.

Traffic on that measure would need additional bandwidth and additional servers. “It can’t be a liberated journey for all the agents that are out there,” Prince said.

Discounts For Agents That Explain Themselves

Beyond effectiveness deals akin OpenAI’s, Prince expects several form of micropayments whenever agents sojourn sites. The additional an delegate tells a location concerning why it’s there, the additional a location may be consenting to “charge it small to admission the page,” he said.

In his example, an delegate tells a journey location it’s preparedness a Hawaii holiday for a family of four. The location power let that delegate in for liberated since the petition opens up promotion opportunities.

He isn’t certain how lengthy it volition be before that becomes a important origin of revenue. Looking 10 years out, he said, “I would ideate that this becomes the largest part of Cloudflare’s business.”

Cloudflare moved two fee products, the Monetization Gateway and Pay Per Use, into beta on Sept. 30. The Gateway lets sellers accusation AI agents per request, and Pay Per Use pays publishers who obtain an AI company’s recommendation for reported uses.

Why This Matters

The one Act 4 fee Prince described in item goes to Cloudflare for making OpenAI’s crawling additional efficient. Whether the websites in the OpenAI aviator get a portion wasn’t addressed on the call.

Prince laid out a choice, to greeted agents or obstacle them, that is currently imaginable inside Cloudflare’s dashboard. Cloudflare offers AI Crawl Control on all plan. This allows users to authorize or refuse admission to idiosyncratic AI crawlers, and its records lists the Pay Per Crawl choice as being in a personal beta. The CEO didn’t citation a sole Cloudflare assistance to optimize websites for delegate traffic during the call.

Looking Ahead

Prince expects Cloudflare to conversation a lot additional concerning its Act 4 products “in the quarters to come.”

Keep an eye on whether another AI companies prosecute OpenAI’s guide and pay for crawl hints, as Prince predicted. It’ll additionally be value seeing whether Cloudflare’s next disclosures explain how much of that prosperity reaches the sites whose pages the agents use.

Featured Image: Algi Febri Sugita/Shutterstock

When I decided to chef a few dishes for Friendsgiving, there was no inquiry that Ina Garten would be my origin of inspiration.

As a huge pasta lover, I knew I had to test Garten's formula for overnight mac and cheese. And I'm a resolute believer that no Thanksgiving array is complete without carbs, so I additionally made her Parmesan smashed potatoes. 

That already seemed akin plenty, but afterward I stumbled on a photo of Garten's brown-butter skillet cornbread in "The Barefoot Contessa Cookbook." In the dish's description, Garten writes that it was the "best cornbread I've always made!"

That was all I needed to comprehend — period to get baking!

Elon Musk had a terrible, horrible, no-good, extremely bad week following the US midterm elections. And "Saturday Night Live" seized the opportunity.

The "SNL" squad didn't clasp rear during the "Weekend Update" segment, whenever clown Jeremy Culhane portrayed the tech billionaire discussing his US midterm ballot fumble. The genuine Musk donated at smallest $446 myriad onward of the midterm elections to traditional governmental act committees, including a ample chunk to supporting traditional candidates in Texas.

Ultimately, it didn't matter. Texas, alongside multiple another traditionally red states, turned blue this ballot cycle.

During the segment, presenter Colin Jost stated Musk is in the news for "wasting" prosperity on the midterm elections.

"Uh, no, I'm in the news since my car did a flip. My car did a flip, remember? It was akin a frickin' Hot Wheel," the impersonator said. "It was akin poof! And afterward bah! But I was like, totally chill. I was like, 'Thug life!' Imagine."

Tesla flaunted its next-generation Roadster in October by kick-flipping it in the air during a demonstration.

Culhane's Musk had a akin answer whenever asked concerning his decision to halt manufacturing of Tesla's Cybertruck. Musk made the notice two days following the midterm election.

"Hey, recall whenever my car did a flip? It was epic. It was akin poof, pah! But everyone was like, "Whoa!" But I was fair like, 'Hold my beer.' Imagine,'" the clown said.

At the end of the sketch, Culhane's Musk decides to display off a new fictitious Grok characteristic called "vulgar roast."

"Elon Musk, you're the worst item South Africa has always done," counterfeit Grok said. "When you're on TV, it feels akin an event of 'Hate on the Spectrum.'"

Fake Grok added: "Maybe if you have 100 additional kids, one of them volition conversation to you."

The fallout from the blue motion that swept the midterm elections was swift for Musk. His net value cut by $33 milliard in one day, during shares of Tesla and SpaceX tumbled.

I was delivered in a small town in Ukraine, raised alongside the quiet, persistent condemnation that to succeed, I had to activity three times harder than anyone delivered in a big city. In my first adulthood, my biggest error was assuming that lone major cities could recommendation genuine opportunities — and that I could merely compression my mental health into my agenda whenever I happened to have period for it.

Moving to Kyiv in my first 20s felt akin the supreme dream: a chance to demonstrate I belonged. But to last there, I felt I had to fit a precise, demanding system. It wasn't adequate to merely remain healthy; you were expected to clasp a premium membership at a high-end fitness center fair to demonstrate your value to others. You had to keep an active, extremely apparent social life, eat at the correct places, and project total composure. Everything was concerning trying to power others.

I chased company attractiveness standards, ignoring all alert sign of burnout

After I graduated from college, I set my sights on becoming an global escape attendant for Ukraine's national carrier. When I landed the job, I idea I had made it. Instead, impostor syndrome hit me on day one. I felt akin I was continually falling rearward my peers, so I ran as accelerated as I could to outrun the feeling.

I improved my English, started learning Spanish, and took on a summer agenda so punishing I was barely always home. I spent years living out of a suitcase, navigating period area changes, early-morning wake-up calls, and strict company attractiveness standards. I measured my value entirely by my exhaustion, treating a packed calendar as evidence that I mattered. Saying "no" to allies since of activity became a sign of honor.

Looking back, I knew I was burning out, but I was too overwhelmed to stop. I believed that as lengthy as I was busy, I was harmless from failure.

I had my archetypal panic attack

Then, existence shifted violently. After having my son, the epidemic restricted the aviation industry. Not lengthy after, war bankrupt out in Ukraine.

We didn't choose to depart our residence or scheme to emigrate — war made that decision for us, uprooting our family overnight. We ended up settling in a small Ontario town — the exact benevolent of tranquil surroundings I had spent my younker trying to escape. When I archetypal arrived, I was terrified. It was so overwhelmingly motionless and peaceful that, for the archetypal period in my life, I started to comprehend my own thoughts.

My body, conditioned by a decade of high-tension striving and changeless mobility, couldn't grip the abrupt stillness. Shortly following arriving, my archetypal panic assault hit me. In the stillness, a achy fact surfaced: I had never formerly allowed myself to fair remain alongside myself. My intellect had continually been stuffed alongside the next goal, the next achievement, or the next deadline. I initially believed that this small town marked the end of my ambition, but as the silence forced me to appearance inward, I realized I had spent nearly 10 years chasing an illusion.

I leaned out and established community

Unlearning that mindset wasn't immediate; slowing downward turned out to be a accomplishment I had to study from scratch. In the autumn of 2022, I established a part-time job as a receptionist in Canada, anywhere I motionless activity today. For the archetypal period in my expert life, I wasn't navigating a enormous company ranking or competing alongside thousands of employees. Working alongside fair three colleagues in a calm atmosphere, I joined a community anywhere group really knew my name.

Instead of chasing the next position symbol, I made learning who I really was my top priority. I no longer pay for an costly gym affiliation to power anyone; instead, I awareness fit and powerful through my residence workouts. Practicing yoga in harmony and serenity without a studio complete of strangers makes far additional awareness to me now.

It turns out I affection first mornings. I affection making my own sauerkraut and keeping a sourdough starter living to roast rye bread. Baking caller cinnamon rolls for our neighbors as a small thank-you for their assistance became among the most grounding, relaxing rituals of my new life. I started learning French — not to ascend a occupation ladder or get immigration points, but purely for the joy of the process. There are no deadlines now. I obtain my time, authorize myself to awareness stuck, and portion my struggles openly alongside my tutor.

Slowing downward saved the two my mental health and my marriage

Now, at 36, I build my regular existence entirely about my mental health, fairly than trying to compression my well-being into the leftover cracks of a high-stress career. I refuse to run in panic manner anymore. Opening my eyes to this required difficult choices — letting go of old ambitions, old habits, and equal certain relationships. Today, I don't keep a big circle of friends, but I create intentional period for the particular group in my life.

Above all, this inner change saved additional than fair my own harmony — it transformed my marriage. In my old life, I was continually residence in body, but absent in spirit; my intellect was continually preoccupied alongside ambition. As I traded endless chasing for small, quiescent moments of joy, my hubby and I established a degree of association we hadn't known was missing. Forced to escape our residence since of war, we faced a emergency that could have fractured our relationship. Instead, choosing a simpler, additional intentional existence together border us nearer and made our family resilient in ways speed never could.

I no longer desire to fit in. I favor to pertain — and there is a profound difference between the two. Through uncomplicated regular rituals, penning my weekly column, and the gentle warmth of a small community, I eventually established the harmony I spent a decade trying to chase in the skies.

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The latest 13-inch MacBook Air is currently accessible for $1,099.99, marking the second period we’ve seen this $200 discount following the company’s hefty cost increases complete the summer. Although the basis example — which features Apple’s M5 processor, 16GB of RAM, and 512GB of retention — frequently sold for about $950 to $1,000 shortly following it launched in May, funds have been rare since July, making the current agreement value flagging. Amazon, Best Buy, and B&H Photo are all honoring the cost throughout all color options.

If you’d favor item alongside a larger screen, a six-speaker gathering alternatively of four, and slightly additional power (with two additional GPU cores in the M5), Apple’s 15-inch MacBook Air is additionally on transaction for $200 off. Amazon, Best Buy, and B&H Photo are all marketing the 16GB RAM / 512GB SSD configuration in most colors for $1,299.99.

Although it’s pricier than the newer MacBook Neo, the Air offers improved value in many ways. It’s an ideal choice if you desire faster performance, as it offers twice the RAM and a speedier CPU alongside additional cores. You additionally get twice as much storage, improved speakers, a backlit keyboard, and a larger, higher-resolution screen. Given stated differences, it’s uncomplicated to see how the Air’s improvements power create it value the additional disbursal for several people.

If you’re motionless on the fence, though, I’d propose study my coworker Antonio G. Di Benedetto’s reviews, the two of which were published before the summer cost increases.

Amelia and Sydney Stoker continually hoped they could live in the identical city whenever they had kids.

The 39-year-old twins told Business Insider they were envious of their allies who grew up alongside cousins around. As they pictured their grownup lives, they hoped their own children could have the cognition they had wanted.

When the sisters were wrapping up their orthodontics residencies in the Bay Area, though, it didn't awareness realistic that they could live in the identical city, Sydney said.

Amelia and her husband, Adam Fagin, were looking all complete the nation for an oral surgeon job for Fagin, during Sydney and her husband, Paden Roder, idea they would come back to Portland, Oregon, which felt acquainted and additional affordable than the Bay Area.

Then, the ideal home changed everything.

Home saccharine home

Fagin is from the Bay Area, and following his parents moved downward the street, they kept the three-bedroom, two-bathroom home he grew up in. They saved it in case their son settled downward in California, renting it out during he was completing his education.

In July 2022, the home next entrance to Fagin's family residence went on the market, giving the Stokers and their spouses an idea: Sydney and Roder could buy it and lift their kids next to Amelia and Fagin, creating a multigenerational home.

The four-bedroom, two-bathroom home had everything Sydney's family would need, but she and her hubby were a small hesitant. Living in the Bay Area is expensive, and they were apprehensive concerning how overwhelming it would be to live next entrance to family.

"My brother-in-law was the one who convinced us," Sydney said. "He was like, 'This is fair too distinctive to continue up. Try it, and you can continually reevaluate,' which is a awesome outlook that he has."

Plus, a construction became accessible about the identical period that the Stoker sisters could buy for their orthodontics practice. It felt akin fate.

Sydney and her hubby bought the home in the summer of 2022, shortly following they welcomed their first child. They now have a 4-year-old, a 2-year-old, and a newborn. Amelia and her hubby additionally have a 4-year-old and a 2-year-old.

A family compound

Once the Stoker sisters and their spouses were next entrance to all other, they decided to clasp the benefits of living so close, turning their homes into a compound that could create all their lives easier.

They took downward the barrier between their backyards, basically making their many into one big property. The kids can arrive and go between all other's spaces whenever they want.

Both houses additionally have an accessory dwelling unit, or ADU, in the back. The families hired two au pairs, who live in one ADU, and the Stokers' mom typically stays in the another whenever she visits her daughters and grandkids.

Sydney's mother-in-law has been staying in the ADU in latest months during the brace turns their garage into a imperishable home for her. Plus, Amelia's in-laws live downward the street, so there's family everywhere.

The seven adults who live on the asset complete period activity together to create the compound function. The au pairs observe all five children together, and the two families eat meal together all weeknight. Amelia's family cooks on Tuesdays, Sydney's cooks on Thursdays, and Sydney's mother-in-law, who's former and likes to cook, makes meals on Mondays, Wednesdays, and Fridays.

The families additionally have a shared credit cardstock that they use for compound-related expenses, specified as document towels and meal supplies.

"My sister normally is the one who goes to Costco all week, and she'll fair use that compound card," Sydney said. "We all pay on it together."

Despite how much period they expend together, everyone motionless understands anywhere their own home is, Amelia said.

"Everyone knows anywhere their location is, and everyone wants to go residence at the end of the night," she added. "So by concerning 7:30, everyone's tucked into their own small spaces."

The benefits of the compound

Both Amelia and Sydney stated living on a compound makes raising their kids easier, particularly since they and their spouses activity full-time jobs.

"I can't ideate trying to do it all by myself," Sydney said. "Everything is fair seamless. I awareness akin we can have a third kid since of the compound."

Amelia stated she feels akin she and her sister have additional liberated period than their allies since there are so many group accessible at any stated instant to assistance attention for their kids.

The sisters added that having additional family about is a stark and greeted difference to their upbringing.

"I affection getting to see my nieces develop up," Sydney said. "I think concerning that all day, how fortunate I am to see them develop up."

Their husbands are on the identical page, alongside Sydney's partner saying he loves how near all the children are becoming since of their living situation.

"I get to observe my nieces develop up alongside my own kids, and they're all evolving these incredibly near relationships that I anticipation they'll transport alongside them for the remainder of their lives," Roder said.

"From a applicable standpoint, it additionally makes raising young kids so much easier," he added. "There's nearly continually another grownup nearby to contribute a hand, and the kids have built-in playmates correct next door. It feels akin we've created our own small village, which is beautiful rare these days."

Amelia's hubby agreed, saying he loves how many group are about their residence at all times.

"As an lone child, my upbringing was beautiful quiet, so having two households, five kids, and au pairs sharing this area is a beautifully disorderly shift," Fagin said. "Seeing the kids run about and perform together constantly, all day, all day, is fair amazing. They have all another — item I never had expanding up — and I think they are incredibly lucky."

"But the comic item is, this setup gave me item I idea I would never have: siblings," he added. "You can create a new companion at any phase of life, but you can't fair go out and encounter a brother or sister. Sharing our regular lives alongside my wife's twin and her hubby has eventually stated me the closest item to a brother or sister I'll always have."

Amelia and Sydney don't cognize if they'll keep living on the compound following their kids are out of the house, but for now, they can't ideate raising their children without being flank by side.

"The biggest pro is having that community for our children," Amelia said. "The additional support, the better."

Code in the iOS 27.3 beta suggests that Apple could add assistance for chatbots to its astute residence hub. There’s a emblem listed for a “Conversational Apps” category. While there are no particulars concerning what apps would autumn under that heading, it seems sensible that AI chatbots akin ChatGPT and Claude could be added to HomeView. According to pdfu on X, that new beta additionally adds assistance for bidirectional audio routing and meeting management, but says it’s “still not completely wired up.”

Apple has additionally added anti-spoofing safety that volition necessitate a person to authenticate themselves alongside an iPhone following three unsuccessful attempts. It volition additionally have a lockout scheme alongside increasingly longer delay times, starting at one hr for the second lockout, and climbing to eight for the fourth.

Neither characteristic has been officially announced by Apple, and there’s no term on whenever they power rotate into available.

Growing up, I dabbled in gymnastics and ice skating but never joined a squad or had ceremonial training. When I had children, I wasn't opposed to any of the four of them playing sports if they wanted to, but it wasn't a priority.

My oldest three showed a fleeting involvement in athletics, but nothing always stuck. We tried football for tots, tennis in first basic school, a rec basketball squad that anyone could stroll on to, and Girls on the Run, a non-competitive program for young girls. However, none of my younger kids showed much involvement in playing at a higher flat in a club.

I briefly looked into association sports, but misplaced all involvement formerly I discovered they disbursal thousands of dollars and necessitate an extended time commitment from the complete family on weeknights and weekends. That's particularly true for journey teams, which affect additional grave coaching and perform than rec teams.

I never regretted not signing my kids up for tryouts until my youngest son developed a enthusiasm for football and dove headlong into the sport. Now I see what my older kids were missing, and I regret not encouraging them to try association sports, too.

I reluctantly signed my son up for a association team

My son started playing football during recess at school. Before long, he was taking a skills category and playing football following school, too. Then came a rec team. He had fun, but I didn't awareness akin the genitor foremost the squad had adequate coaching cognition to assistance him improve. My son trained difficult in our backyard and at school, and his skills shortly surpassed his teammates. In fourth grade, he asked to try out for a association alongside an advanced journey team. He already had a enthusiasm for the athletics and showed talent, but I motionless hesitated before saying yes.

The cost and grueling agenda gave me pause, and I wasn't certain I wanted him to concentration heavily on one action during he was motionless so young. Nevertheless, I begrudgingly filled out the necessary paperwork and drove him to multiple rounds of tryouts. Part of me hoped he wouldn't get a spot, but I wanted to provision him the chance to shine.

When the email offering my son a location on the squad arrived, I amazed myself by being thrilled. After getting complete my sticker daze and disturbance concerning how association sports really work, I handed complete my credit cardstock and, fair akin that, we were all in. I bought my son multiple uniforms and worked out a complex schedule alongside my hubby to get our son to practices and games near and far.

I learned that association sports recommendation benefits that go far beyond improved training

Since joining a association squad complete a twelvemonth ago, my son has improved tremendously in soccer, as expected. While he may never accomplish his goal of playing in the World Cup, he now passes alongside precision and defends the domain admirably.

In a abbreviated time, I've additionally noticed how the benefits of a association athletics go far beyond improved coaching. At smallest three times a week, I observe from the sidelines as my son takes direction and correction alongside grace. Being open to suggestions for betterment is a new accomplishment I see spilling complete into another parts of life, whether it's ideas concerning keeping his homework organized or a improved method to keeping his area clean.

Additionally, although I affection seeing my son's joy whenever his squad wins, he is gradually but certainly learning to grip losses better, too. Instead of getting disturb immediately as he used to, he now talks through what he could have done differently. Sometimes, he accepts that his squad merely had bad fortune or that an unfair referee made a win additional difficult than it should have been. I see these skills spilling complete into another parts of his existence whenever things don't go his way.

He has additionally dealt alongside adversity, playing in the chilly and rain, dealing alongside aches and pains, and sometimes playing alongside teammates he doesn't akin extremely much. This has taught him the importance of pushing through unpleasant circumstances and finding a way to get alongside alongside everyone. I've additionally seen my son change from wanting to be the team's celebrity participant to wanting to be a part of item bigger than himself through collaboration and teamwork. Plus, being part of a squad has stated a entire new collection of friends exterior of school.

Club sports are a sacrifice, but it's one I desire I had made for my older kids, too

More than a twelvemonth into our club sports journey, my lone regrets are not starting sooner and not giving my older children the identical opportunities my youngest has now. I acknowledge what a privilege it is to recommendation my son this experience, item many families can't oversee since of the disbursal and period commitment.

Sometimes I lament having to scheme my family's complete weekend about football matches and emotion rushed on so many weeknights, but I have no plans to halt and would do it again in a heartbeat. I've amazed myself by emotion frustration whenever a weekend goes by and I can't observe my son play. I'm enthusiastic to see anywhere my son's association sports journey takes him next, and what another lessons he volition study alongside the way.

I grew up in a fairly small, slightly agrarian community in chief Virginia, concerning two hours from Washington, DC. And, in my first 20s, I got wed and bought a home there.

But whenever I got divided at 30, I wanted to commencement complete location new.

Stars seemed to align whenever I got a new stance at my business that required me to relocate to Washington, DC.

I was blessed to do it and officially moved to DC in 2021.

Although my hometown wasn't that far from the nation's capital, the two places felt akin night and day — and a lot of my worries concerning living in a big city turned out to be unfounded.

City living comes alongside perks I didn't anticipate

I affection the outdoors, and was fortunate to develop up living near to Shenandoah National Park.

I concerned that moving to a big city meant giving up admission to green spaces, but I was wrong. This has not been the case in DC, which has miles of bicycle and pedestrian trails.

Beyond that, the city is so walkable and well-connected by community transport that several of the parks and monuments are fair a few blocks' stroll or a abbreviated bus journey from my home. There are many of liberated museums in the area, too.

I got rid of my car whenever I moved to the city, and I don't young female it at all.

On top of that, I affection DC's worldwide energy.

With all the distinct embassies and earth organizations in the city, there's a ample global community. The assortment of cultures brings a assortment of restaurants alongside cuisines from about the earth that I would never have been capable to discover in my small town.

Living in specified a important city additionally provides a lot of financial opportunities that can be harder to discover in smaller towns. For example, many ample employers have offices in the Washington, DC, area and recommendation higher-salary jobs that assistance offset the higher disbursal of living.

Living in an flat has been amazingly enjoyable, too

I idea going from living in a single-family home to an flat would awareness akin a downgrade, but it hasn't. For one, my flat construction has several awesome amenities akin a pool, a full-sized gym, and a 24-hour forefront desk.

Renting has additionally felt additional financially predictable than owning a home.

When it comes to maintenance, I no longer concern concerning footing the invoice or mapping out logistics. When item breaks, I call my apartment-management company, and they get it fixed.

My rent additionally includes all utilities, so I don't have to concern concerning my bills fluctuating alongside seasonal heating and air conditioning expenses anymore.

Although I was concerned that sharing walls alongside others would average a lot of noise, the group in my construction are mostly considerate of one another. It hasn't been an issue.

I additionally expected living in a city alongside complete fractional a myriad group would awareness chilly and impersonal, but I've cultivated a small-town vibe in my neighborhood by being friendly.

These days, I'm on a first-name basis alongside the group who activity in my flat building. I see the identical groundskeepers, valets, and taxi drivers exterior the hotels all day, and we motion to all another all dawn whenever I'm on my way to obtain my son to day care.

The city is expensive, but I fair can't see myself going rear to living in a small town

There's no getting about it: It expenses additional to live in the city.

Although it's not fairly apples-to-apples, for context, my home loan on the three-bedroom single-family home I used to portion alongside my ex was concerning $1,200 a month. Here, I rent a one-bedroom flat that I portion alongside my now-husband and son for concerning $2,500 a month.

That's concerning $15,600 additional a twelvemonth for small space. Even although I pay additional in rent than I did for my mortgage, I discover the pay and career-growth opportunities current additional than create up for it. I additionally create additional now than I did before I moved.

Daily living expenses for things akin groceries or going out to eat are higher current than in my hometown, but to me, the convenience and accessibility of so many distinct things are value it.

Before I had my son, who is now 2, I idea I power desire to depart DC following I started a family. Now I think the city is a awesome location for him to develop up.

He's exposed to many distinct cultures all day, and his classmates have varied backgrounds. We have liberated admission to the zoo and all sorts of nearby former and art museums, which have many of kid-friendly activities that are fun for parents, too.

Growing up in a small town, I was intimidated whenever I visited cities and had to navigate community transportation, but it volition be second nature to my son as he gets older.

When the chance to move presented itself all those years ago, I'm glad I kept an open intellect since now I don't see myself going rear to a small-town lifestyle.

The Pentagon's investigation arm is seeking new synthetic intellect tools that can reveal hidden flaws in the rules governing US financial and another digital markets and fix them before adversaries can utilize them to logic financial chaos.

The Defense Advanced Research Projects Agency's new Intrinsic Market Resilience program is aimed at protecting electronic markets tied to everything from stocks and bonds to energy and cloud-computing resources.

Those crucial systems have rotate into faster and additional efficient, DARPA says, but their increasingly interconnected nature has additionally created new avenues for disruption.

"I think that the amazing advances in automated reasoning and in AI are beginning new ways to defend things," Matthew Wilding, the IMR program director at DARPA, told Business Insider. "They can be used to assault things as well, but the concentration of this program is using them to defend things, to discover those counterexamples and discover those improvements we can create to these designs."

"The program is taking these two technologies that have really advanced in the final few years and applying them to these digital markets," Wilding said, "so that they are additional resilient and additional dependable going forward."

The involvement is small that adversaries could hack these systems or pilfer data, the two longstanding threats, than that they could utilize weaknesses in the scheme of the markets themselves.

The agency pointed to two historic examples of disruption.

In the first 2000s, traders exploited weaknesses in California's newly deregulated energy market, contributing to a emergency that DARPA stated disbursal $40 milliard to $45 billion. That disorderly event forced the national authorities to invoke the Defense Production Act to justify the provision of natural gas to armed forces facilities, which DARPA stated highlighted how the manipulation of market mechanisms could have grave consequences for armed forces readiness.

The another example was the 2010 "flash crash," which saw US stocks plunge inside minutes amid market instability that investigators afterward connected in part to one individual's manipulative selling practices, among another problems. Many of those gaps have since been corrected.

"The actions disbursal the idiosyncratic nothing since the market orders were specifically designed not to be executed by leveraging a quirk in the scheme of the market," DARPA stated in the inducement posting for new AI tools.

The figure of digital markets and participants is on the rise, raising the hazard of disruption and expanding the possible that exploitation could be deeply damaging. Adding to the issue is that the proliferation of AI and another new technologies has lowered the obstacle to admission for bad actors.

IMR aims to leverage several of those identical systems to example markets, analyze protections, and item out possible feeble points.

The program isn't aimed at the kinds of rogue market manipulation regulators typically pursue, specified as individuals seeking financial profit. Instead, DARPA is focused on bad actors whose goal is merely to create disruption, financial damage, or instability, aided by current inadequacies in lawful and regulatory safeguards.

The agency wants performers to use ample tongue models to rotate things akin regulatory filings and specialized details into device models of how markets run and interact.

The program aims to discover ways to "identify scheme flaws in family online equity markets and propose repairs" to defend against bad actors seeking to "exploit equity market scheme vulnerabilities," DARPA stated in the posting.

If a example can't demonstrate that a market meets a certain norm of resilience, DARPA wants it to create a particular example of how the market could fail, allowing users to acknowledge the weaknesses and propose a fix.

"We're not fair testing," Wilding said, "We're really looking at it and analyzing it," ultimately showing "how is it resilient, how it is not resilient, and how could we create it resilient."

The DARPA inducement reflects a expanding national safety involvement that forthcoming attacks on the US power not resemble accepted armed forces action. Future attacks could alternatively utilize vulnerabilities in digital infrastructure, provision chains, or markets.

As my family of four began our decline to Puerto Rico, I made the announcement. There would be no additional English for the duration of our trip.

My kids, 9 and 11, who had been learning Spanish in immersion academy since preschool, would get an chance to put it to fine use. I idea this trip would be the ideal collision way for them before academy started rear up in the fall.

When we landed in Puerto Rico and headed to our hotel, I realized I was going to have my activity cut out. The controller said English, as did the workers at the front desk, eatery waiters, and another staff. Turns out, they were fair as bilingual as I was.

Our no-English regulation didn't final long

At first, the kids were blessed to skip the serious Spanish custom I had envisioned, but I motionless wanted us to try. Then, before I knew it, I was catching myself slipping into English, too.

My hubby doesn't conversation Spanish, and alongside Duolingo as his lone teacher, we frequently defaulted to English so he could prosecute the conversation. Before long, we were all speaking our own type of Spanglish, mixing languages to get our item across. My no-English regulation was harder to enforce than I'd expected.

Even I had a lot to learn

I grew up speaking Spanish in the US, but it isn't my foremost language. Our kids being capable to speak another language is crucial to my hubby and me, so we decided to enroll them in Spanish immersion schools, starting in preschool.

The Spanish tongue varies throughout countries and regions, but hearing Puerto Rican Spanish reminded me of how distinct the tongue can be. Some acquainted words echoed unfamiliar, and I kept having to ask locals to depict the term they were using so I could nexus it to the one I knew from Mexico, anywhere my mother is from.

The cadence and speed of conversations were distinct too, which made me hear additional closely to what was being said. Instead of being the one assisting my family navigate the language, I was the one asking questions and learning at the identical time.

I wanted my kids to see that Spanish isn't the identical everywhere

On the surface, I wanted my kids to practice their Spanish, rotate into additional assured speakers, and immerse themselves in another Latin culture, but it became additional than that.

As a Mexican Spanish-speaker and a parent, there was item meaningful concerning recognizing acquainted words, trying to comprehend unfamiliar ones, and explaining how group could province the identical idea differently. In their schools, they have Spanish teachers from distinct countries — including Spain, Mexico, Colombia, and Peru — all alongside their own distinct dialects, words, and intonation.

Rather than correcting my kids or evaluation their vocabulary, we ended up all figuring out how to communicate in a location anywhere the Spanish we knew wasn't necessarily the Spanish we heard.

I came residence alongside a distinct idea of tongue learning

When we landed in Puerto Rico, I had lone one rule: to custom our Spanish before academy started rear up. Instead, we all slipped into English, blended languages, and learned to navigate unfamiliar words.

I realized that fluency isn't the identical as knowing all word, and learning doesn't halt whenever the instruction ends or the academy chime rings. Sometimes it method asking questions, listening, and discovering a small additional concerning the earth alongside the way.

Walking up the steep, winding track to the Ci'En Pagoda in Taiwan, I could already awareness the mid-day sun pinking the rear of my neck.

Several members of our tour group were onward of us, red-faced and out-of-breath, staring alongside dismay at a set of rock stairs disappearing up the hillside among the trees.

Although my 80-year-old mom was the oldest in the group, younger members had been complimenting her stamina since day one.

However, I motionless felt compelled to observe complete her to justify she didn't overdo things, and on that particular day, I was concerned concerning the warmth and elevation.

Ignoring my urging to delay in the shade, she responded by strolling determinedly to the ft of the stairs and starting the ascent, buoyed by encouraging words as others passed her on the path.

My mom is a fine traveler, but it had been a during since she'd taken a lengthy trip

Months earlier, my hubby and I had planned for our college-student female to encounter us for a 10-day guided tour in Taiwan.

When I'd idly asked my mom if she'd akin to arrive too, she amazed us all by signing up immediately. It would be her archetypal trip to Asia, her archetypal collection tour, and her archetypal abroad holiday in multiple years.

Initially impressed by her awareness of adventure, I secretly grew apprehensive. My mom is a calm and cheerful journey companion on family trips, but I dwelt on whether she'd be comfortable navigating a long flight, new foods, and complete days of sightseeing. She's fit and active, but at the end of the day, she's motionless 80.

But during the preparedness process, she seemed enthusiastic and committed. She was certain she would keep up alongside the packed itinerary, so I decided to clasp her affirmative attitude.

Throughout the trip, my mom kept amazing me

Once we arrived in Taipei, Taiwan, I watched in amazement as my female and mother disposed their heads together complete my mom's phone, signing her up for the tour group's WhatsApp chat.

Back home, my mother would normally fairly call us than text, so I figured she'd download the app and disregard it for the remainder of the tour.

However, alongside her granddaughter's regular IT assistance and thoughtful interactions from several of the another ladies in the group, she quickly gained confidence in her newfound skills, posting comments and exchanges in the chat.

She equal appeared in among the collection chat's regular photo galleries, her brilliant grin a difference to the grave concentration on the faces about her.

The image was taken during we were being taught the steps of a traditional dance, and, humblingly, my mom's weekly line-dancing lessons meant she picked up the instructions additional quickly than most of us.

While fractional of us were shuffling remaining alternatively of strolling right, I had received multiple admiring whispers: "Your mom is having many of fun, and she's really good."

Throughout the trip, however, it turned out she had additional skills of her own to share. Always curious, my hubby asked concerning the backstory of the Chiang Kai-shek Memorial Hall as we waited exterior for the changing-of-the-guard ritual to start.

I was concerning to retreat to Google for the answer, whenever my mom chimed in unexpectedly alongside an notable recall from her elevated academy former lessons. Turns out, she knew a lot additional concerning Taiwan than I realized, and I was glad she had spoken before I could drag up a hunt bar.

This wasn't the lone period her memories saved the day. One night, I was eager to go out and associate others at the night market to example the local cuisine, but my mom was tired following a lengthy day on the bus.

Instead, we decided to cognition Taiwan's convenience-store culture. Tension diffused as we headed out to the nearby 7-Eleven, loading up on local snacks to obtain rear to the inn area for an impromptu family picnic.

Over a tuna mayo onigiri, and perchance under the power of canned wine, my mom shared several hilarious, new-to-me younker stories that had all four of us laughing along. It wasn't the local food cognition I was expecting, but it's one I'll recall forever.

I learned to see my mom as the autonomous individual she's continually been

I additionally frequently think rear to the day on the stairs. In reply to my recommendation that she delay in the shade, she hiked up all those steps to attain Ci'en Pagoda complete Sun Moon Lake, fittingly built by erstwhile chairman Chiang Kai-Shek in regard of his mother.

Halfway up, I eventually realized it didn't really matter to her if she saw the pagoda or not; being supported in her choice to be autonomous and energetic was the most crucial item for her.

I'd additionally realized that my mom was holding her own as part of the larger group. She was curious and busy alongside our traveling companions, and was among the archetypal to recall names and backstories.

I'd started the trip thinking I was looking following my mother by checking on her, but I ended up appreciating what the remainder of the collection saw — an active, busy traveler enjoying new experiences and sharing them alongside her family.

This as-told-to composition is according to a conversation alongside Keito Swan, 37, a expert gambler who moved from Modesto, California, to the countryside of Hokkaido, Japan, following purchasing a home. The following has been edited for dimension and clarity.

I was really delivered in Japan — there's a Navy basis in Sasebo, Japan. My dad's white, my mom's Japanese.

I lived there until I was 7. Then, alongside my begetter being in the Navy, we moved about a bit. I lived most of my existence in Seattle and afterward concerning seven years in California.

I go to Japan all winter for snowboarding, and I'd really considered moving there before.

But I thought, "It's cheap adequate to fair vacation. What's the item of having the liability of homeownership there whenever I'm not going to be living there?" It didn't really create awareness to me at that time.

Then I spent two years traveling — I drove the Pan-American Highway — and during that time, I came to acknowledge I fair don't think that the US is for me.

I was considering purchasing a location in Argentina, but Japan seemed akin an easier path for me than anyplace alternatively since I already had citizenship, said the language, and knew the culture. It made the most sense.

The disbursal of living and quality of life were certainly a huge aspect of moving there, since I can't afford that norm of existence in the US — and that's as a sole guy, no kids, no nothing, and making decent money.

I paid a premium to live in a well-connected area of the countryside — and it's motionless cheaper than the US

About a twelvemonth and a fractional ago, I spent $115,000 on the property. The home is beautiful old and was excellent moldy and falling apart, so I spent another $65,000 on a complete remodel. I hired a family companion who owns a building business to grip everything, so I didn't really do any of it.

I live at the basis of Japan's biggest national park. There are likely six ski resorts inside an hr of my house.

I live in what's considered the countryside of Japan; I'm surrounded by grain fields. I'm in the mountains, and there's a lot of agriculture work, but I live 15 minutes from an airfield that flies immediately to Tokyo. I'm 30 minutes from the second biggest city in Hokkaido.

It's a extremely outdoorsy area — a lot of hiking and nature — but in the winters it's incredibly brutal. It's -30 Celsius, and we get meters and meters of snow. So it's not for everyone, but if you're a winter sports enthusiast akin me, and an outdoors person, it's as fine as it gets.

I would contend that I have way additional fun in Japan alongside my manner than I do in the US in Modesto. Modesto's the almond chief of the world. It's agricultural, but I'm two hours from Yosemite, It's two hours from Lake Tahoe, and it's an hr and 40 minutes from San Francisco. So I'm additional countryside in California than I am in Japan, I think.

When I was renting an flat in Sausalito, fair exterior San Francisco, I was paying $3,200 a month, and I was renting the in-law suite of someone's house. Granted, I had an sea view, but still. That's triple my monthly expenses for everything, not fair housing, in Japan.

Utilities are beautiful comparable, if not cheaper, but in the wintertime, my utilities triple since I have the gas heater and I'm using additional electricity. That's anywhere my expenses go up fairly a bit. But equal afterward it's extremely manageable.

I expend concerning $60 a duration on electricity, $35 a duration on asset taxes, and $30 a duration for health coverage — and that covers your dental and imagination as well.

I go to my local bar to eat a lot, and it's not fair bar food that's deep-fried; they're really making things from scratch. My dinners are normally 1,200 Yen, which is concerning $8. And it's all locally originated food. My monthly expenses in non-winter months are a small complete $1,000.

Moving to Japan made awareness for me, but it's not for everyone

My manner in Japan doesn't change. I do all the identical things I did in the US: I'm outdoors, I'm hiking, I'm in the national park, I'm snowboarding in the winter, and in the summer I'm doing several farming or several pace work.

I think that was among the things I was really cognizant of, making certain my manner would be good.

I was intelligent adequate to appearance into all those another factors, and I had my checklist of needs and wants, so I based anywhere I bought on that. The logic I affection my town is since I have everything; I have a hardware store, I have three convenience stores, I have restaurants, I have a bar. And if I don't have it, it's fair 30 minutes away. There are a lot of places in the countryside of Japan that don't have that.

Spending $180,000 on a residence versus what group are seeing on social media concerning how cheap houses are in Japan, it seems akin a lot of money.

But that's why I paid a premium. I didn't pay $20,000 for a dilapidated countryside house. I paid $115,000 for a benevolent of dilapidated home in the countryside of Japan.

In the rural parts of Japan, I don't see a circumstance anywhere it makes awareness to buy unless you're retired, you have several flexibility, and you're not purchasing a dilapidated home that's falling apart.

I get a lot of accusations that I'm fair trying to gatekeep by saying this, but it's a awful financial investment. Let's say you expend $50,000 on a home and it's going to need repairs. You're likely going to expend another $50,000 on repairs.

If you would have put that $100,000 into the inventory market and collected your returns on that hassle-free and fair rented an Airbnb for three months a twelvemonth in Japan instead, you would be so much additional onward without having the burden of homeownership.

Buying a home in Japan as an funding is a awful idea in the awareness that houses in Japan aren't meant as investments.

Japanese craftsmanship is extremely good, but houses aren't seen as investments; the district underneath is seen as the investment. But that additionally factors economically: is it a famous adequate area anywhere that district value is going to hold?

I live in an area anywhere district values are quickly increasing, but, again, I did the homework.

Most of these akiya homes are in places anywhere district value is decreasing since the community is shrinking.

If I didn't have the resources, conversation the language, or have the citizenship to be capable to remain here, I would never have done it. I'm a huge proponent of group taking a big hazard to move location they can discover their version of the American dream. But Japan's fair not that country.

ABOARD A ROYAL NAVY HELICOPTER — Fog hangs low complete Norway's jagged coastline as the British chopper flies out complete the frigid waters below. The days are expanding colder, bringing worsening climate and decreased daylight to the High North.

The helicopter, a Merlink Mk4, lands on the escape phase of the HMS Prince of Wales, the Royal Navy's flagship. Wind whips throughout the phase as sailors bundled in protective equipment move F-35 stealth combatant jets into position.

By first afternoon, the sun is already sinking toward the horizon, complicating operations as the ray fades away.

Business Insider visited the Prince of Wales, the guide container for the UK's transporter attack group, in first November during it was underway in the Norwegian Sea. The ship's deployment is part of the second phase of Operation Firecrest, a deterrence goal in the Arctic and North Atlantic.

NATO is increasingly focused on reinforcing its northern flank amid expanding Russian armed forces action in the region. But functioning there, particularly during autumn and into winter as the days rotate into colder and shorter, presents formidable challenges for allied forces.

The High North is a "complex environment," Capt. Ben Power, the Prince of Wales' commanding officer, stated during an discussion on the ship's bridge.

Winter brings ice, persistent low-pressure systems, and thick fog. The squad have to be prepared for these and trained to run without transmitting radar signals or using broadcast communications, skills Power stated are crucial to improving its "warfighting proficiency."

"All of those things are complex whenever you do it in the High North, far additional so than another parts of the world," he said.

NATO has expanded its patrols and shared operations throughout the Arctic and North Atlantic to detect Russian naval action and indication deterrence.

Western officials have specifically stressed the importance of keeping tabs on Russian submarines, dozens of which are based in Murmansk on the Barents Sea.

To attain the Atlantic Ocean or the Mediterranean and Baltic seas, these submarines typically sail south through the North Sea, or between Greenland, Iceland, and the UK — a strategic chokepoint known as the GIUK gap. For NATO, a powerful existence in this area is critical.

"It's harmless to say that we've seen an addition in Russian action in all domains — so above, on, and particularly below the sea," Power said. "In conditions of an appraisal of their capability," he said, "I think Russia continues to stance a dependable threat."

Western naval officers who earlier said alongside Business Insider aboard a Dutch frigate in the Arctic described how mediocre visibility, coarse seas, and ample swells, particularly in the winter, can effect operations, particularly escape ops.

They stated climate has a straightforward consequence on operations, making it crucial to regularly train in locations that volition test the crew.

Speaking aboard the Prince of Wales this week, Commodore Richard Hewitt, commandant of the UK's transporter attack group, acknowledged the challenges of functioning in the High North but commended the squad for their capability to grip the conditions.

In the archetypal phase of Operation Firecrest complete the summer, the Prince of Wales supported Arctic Sentry, a NATO vigilance goal launched before this twelvemonth to fortify safety in the High North through exercises and patrols.

"This twelvemonth has been focused in the High North," Hewitt said. "I can see that continuing inside the North Atlantic — and fairly rightly so."

Apple has been committing a grave injustice against us for years, and it's period person speaks up and voices what the group have felt powerless to say. That brave individual is me.

The issue is that iMessage reactions — specified as person liking a content alongside the thumbs-up emoji — keep playing in my AirPods. There have to be a way to rotate this off.

Here's the problem. If you get an iMessage during wearing your headphones, your phone volition province it: "From [name]: communication here." That's really helpful and helpful! I discover this characteristic fantastic.

However, whenever I'm wearing my AirPods, I'm typically not looking at my phone — I'm strolling around, listening to a podcast during doing dishes or at the gym. These are all times I desire to cognize if I got a new content — perchance I'm at the market shop and my hubby texts me to say we need additional eggs. Great! Let those notifications rip! I affection it!!!

But you cognize what I do NOT need to know? If person reacted alongside the bosom emoji to a communication in a collection chat.

Reactions in iMessage are great. They're extremely efficient: sometimes you fair desire to provision a thumbs-up to let person cognize you acknowledged the message, or a bosom to display you value a baby photo or what have you. Apple, I salute you: this was a awesome feature. You really cooked alongside this one.

However, there is no way to rotate off notifications for fair those reactions — you can rotate off announcements of all messages in your headphones, but afterward it method you won't comprehend the "hey can you additionally choice up eggs" text.

The emoji notice issue in AirPods is akin to another matter that lengthy plagued iMessage: if person isn't on an iPhone, the reactions would arrive in as distinct messages altogether. One Android in the collection and a green content bubble meant full-on anarchy in the chat.

I have a extremely energetic collection conversation alongside a bunch of allies who are bigtime emoji reply users, but one companion is on Android, which method it's a green bubble chat. For years, this meant that the emoji reactions were a nightmare for her — so much that she muted the collection and would lone rarely inspect in. Thankfully, in 2024, Apple mostly fixed this issue by embracing a texting protocol called Rich Communications Services. The result? Green texts could use emoji reactions normally now. See? Progress can happen!

John Ternus, if you desire to really create a scatter as Apple CEO, I have a recommendation for you: fix this. Make a toggle toggle in the Notifications settings of the Messages app so you can rotate off emoji reply announcements.

I reached out to Apple to ask if this is item they're considering adding. I'll let you cognize if I comprehend back!

• Instagram is already starting to location horizontal videos in finding feeds — I lately saw the format bumped to the top of my Explore tab, blended in alongside photos and vertical Reels.
• Even platforms akin X that are traditionally connected alongside text-based satisfied are trying to sweeten the agreement to get users to article additional videos. The business has an invite-only reward program that pays creators who article videos regularly. Screenshots shared by X personnel signify that creators can create thousands of dollars for posting vertical videos under 3 minutes.
• If you awareness akin you’ve been seeing a lot additional New York Times Cooking videos, it’s not your imagination: It’s a deliberate strategy to create video satisfied from non-news verticals at the company.

• It would lone be suitable to contain a video here, stated the topic this week. Here’s Instagram caput Adam Mosseri trying to explain the about-face the phase is doing about longform video. The comments on YouTube hammer residence a big question: Instagram benefits from additional satisfied akin this, but what’s in it for creators (and, by extension, news outlets)?
• Short-form audiences were lately described as “rented attention” in the Link In Bio newsletter. Could longer-form satisfied create additional durable, enduring relationships between creator (or news org) and audience? Longer formats could put force on creators to provision higher-quality, additional in-depth matter that is harder to counterfeit than in a quick-hit 60-second clip.
• News publishers are in a changeless shove and drag alongside the platforms that create their activity discoverable — and not fair alongside social media. Consider Google’s AMP leaf format, for example, which promised to create the mobile web a improved cognition for readers. This quote, from my coworker David Pierce’s 2023 narrative concerning AMP, really sums up the relationship:
  • “If Google said, ‘you must have your homepage colored brilliant pink on Tuesdays to be the outcome in Google,’ everybody would do it, since that’s what they need to do to survive,” says Terence Eden, a web standards expert and a erstwhile associate of the Google AMP Advisory Committee.

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• Mia Sato