HolidayBlogging

Tag: lot

  • U.S. Mortgage Debt Surges Past .6 Trillion as Rates and Costs Rise

    U.S. Mortgage Debt Surges Past $12.6 Trillion as Rates and Costs Rise

    Mortgage Madness: U.S. Debt Topples $12.6 Trillion

    Last week, a fresh WalletHub report got the whole nation buzzing—mortgage debt now tops $12.6 trillion. That’s more than the GDP of a handful of entire countries. The average American household is weigh‑heavy over the line at $105,000 of mortgage lingo.

    What’s Making House‑Buying So Hard?

    • Interest Rates – They’re climbing, turning every loan into a gold‑plated debt load.
    • Home Prices – They’re still booming, so your dream pad feels more like a nightmare.
    • Inflation – It bleeds money out of every paycheck.

    Why This Matters

    Think of it like this: the average family now owes more than all the money you’d probably spend in a year just on coffee. And that’s before you include groceries, Netflix, or that Etsy find you stashed in your cart.

    Bottom‑Line Takeaway
    • Buying a house is tougher than getting your college degree.
    • Your mortgage may feel like a personal sinkhole.
    • It’s a reminder to keep those expectations lean—unless your budget is built on a dream of buying a castle.

    Vermont’s Growing Mortgage Wave

    On April 28, 2023, a fresh batch of homes popped up in Eagleville, Pennsylvania – but the headline that’s really catching headlines lately is Vermont’s mortgage surge.

    Mortgage Madness in the Green Mountain State

    • Vermont – the 6th‑smallest US state – saw its average mortgage balance climb 2.63% to $208,730 by year‑end 2024.
    • Only 3 other states (Delaware, Massachusetts, and two more) had a rise above 2%.
    • Typical monthly payment? $1,666. Yes, that’s a pretty solid number of dollars heading to your lender each month.

    Wall‑st analysts say Vermont’s abundant leisure, viper‑slip mountain landscapes, and a reservoir of outdoor adventures are pulling people out of high‑cost, high‑stress places like New York. Chip Lupo from WalletHub summed it up: “The state’s sweet lifestyle makes folks willing to stretch their finances a bit more.”

    New‑Old‑Fans in the Green Mountains

    • From 2023‑24, Vermont welcomed 7,500+ new residents.
    • Most of those moved from the Northeast: Massachusetts, New York, New Hampshire, Connecticut, and Pennsylvania.
    • Redfin doesn’t even need an app to call Vermont the “gem of New England” – the state’s forested vistas, tiny towns, and whisper‑silent ski slopes make it irresistible.
    Home Prices Are a Step Higher, But the View Hits the Jackpot

    Median home cost tops the national median at $421,400. But square footage matters less when you can pipeline by a crystal lake or ski a world‑class run. The outdoor‑lovers rejoice, while the investors think the pick‑a‑possible‑green‑field mantra keeps home values rising.

    Other States With Mortgage Growth

    • Delaware – 1.65% jump, average balance $203,487, monthly payment $1,611. Likely a delight for those who prefer small-town life.
    • Massachusetts – 0.97% rise up to $302,242, monthly payment $2,380. Kudos to the Boston‑baking community.
    • Minnesota & Hawaii round out the top‑five list, all with balances above $300k.

    Mortgage Trends in 2024 – Some Numbers

    The Mortgage Bankers Association (MBA) reported an 11% bump in mortgage applications for the week ending May 2. Key points:

    • Conventional purchase volume up 13% overall, 9% higher than last year.
    • 30‑year fixed rates hovering around 6.84% today, with a forecast that they may climb to 7% and then ease back to 6.7% by year’s end.
    • Refinances are trending higher than in 2024, primarily driven by borrowers with larger loan amounts and government-backed loans.

    Choosing the Right Place to Pay Your Dream Home

    Here’s what Chip Lupo swears by when scouting a new address:

    • Look beyond the price tag – think property taxes, insurance, closing costs, and potential repairs.
    • Pick a place you’re genuinely excited to live in for the next decade.
    • Always budget for an extra monthly payment – bonus, tax refund, or surprise inheritance can be a real lifesaver.
    • Switch to bi‑weekly payments – that’s 13 “full” payments each year instead of 12, shaving years off your loan.

    States With The Least Mortgage Hike (2023‑24)

    • Kansas
    • West Virginia
    • Nebraska
    • South Dakota
    • Montana

    Bottom line: Vermont’s mortgage story is a mix of mountain charm and hefty financial commitment. If you’re willing to trade couple‑of‑thousand‑dollar monthly payments for a breath-in-spirit-of-back‑country life, that’s the state you’re looking for.

  • How a 16-year-old company is easing small businesses into AI

    How a 16-year-old company is easing small businesses into AI

    Amid all the “is this a bubble?” talk about artificial intelligence, the supply chain and logistics industries have become breeding grounds for seemingly genuine uses of the technology. Flexport, Uber Freight, and dozens of startups are developing different applications and winning blue-chip customers.

    But while AI helps Fortune 500s pad their bottom line (and justify the next layoff to Wall Street), the right use of the tech is proving useful to smaller businesses.

    Netstock, an inventory management software company founded in 2009, is working on just that. It recently rolled out a generative AI-powered tool called the “Opportunity Engine” that slots into its existing customer dashboard. The tool pulls info from a customer’s Enterprise Resource Planning software and uses that information to make regular, real-time recommendations.

    Netstock claims the tool is saving those businesses thousands. On Thursday, the company announced it has served up 1 million recommendations to date, and that 75% of its customers have received an Opportunity Engine suggestion valued at $50,000 or more.

    While tantalizing, one of those customers — Bargreen Ellingson, a family-run 65-year-old restaurant supply company — was initially apprehensive about using an artificial intelligence product.

    “Old family companies don’t trust blind change a lot,” chief innovation officer Jacob Moody told TechCrunch. “I could not have gone into our warehouse and said, ‘Hey, this black box is going to start managing.’”

    Instead, Moody pitched Netstock’s AI internally as a tool that warehouse managers could “either choose to use, or not use” — a process he describes as “eagerly, but cautiously dipping our toes” into AI.

    Techcrunch event

    Tech and VC heavyweights join the Disrupt 2025 agenda

    Netflix, ElevenLabs, Wayve, Sequoia Capital, Elad Gil — just a few of the heavy hitters joining the Disrupt 2025 agenda. They’re here to deliver the insights that fuel startup growth and sharpen your edge. Don’t miss the 20th anniversary of TechCrunch Disrupt, and a chance to learn from the top voices in tech — grab your ticket now and save up to $600+ before prices rise.

    Tech and VC heavyweights join the Disrupt 2025 agenda

    Netflix, ElevenLabs, Wayve, Sequoia Capital — just a few of the heavy hitters joining the Disrupt 2025 agenda. They’re here to deliver the insights that fuel startup growth and sharpen your edge. Don’t miss the 20th anniversary of TechCrunch Disrupt, and a chance to learn from the top voices in tech — grab your ticket now and save up to $675 before prices rise.

    San Francisco
    |
    October 27-29, 2025

    REGISTER NOW

    Moody says it’s helping avoid mistakes, in part because it’s sifting through myriad reports his staff uses to make inventory decisions. He acknowledged the AI summaries of this info are not 100% accurate, but said it “helps create signals from the noise” quickly, especially during off-hours.Image Credits:Netstock

    The “more profound” change Moody noticed is the software made some of Bargreen Ellingson’s less-senior warehouse staff “more effective.”

    He highlighted an employee in one of Bargreen’s 25 warehouses who has worked there for two years. The employee has a high school diploma but no college degree. Training this employee to understand all of the inventory management tools and the forecasting information Bargreen uses to plan inventory levels will take time, he said.

    “But he knows our customers, he knows what he’s putting on the truck every day, so for him, he can look at the system and have this prosaic AI-driven insight and very quickly understand whether it makes sense or doesn’t make sense,” he said. “So he feels empowered.”

    Netstock co-founder Barry Kukkuk told TechCrunch that he understands the hesitancy around new technologies — especially because so many products are essentially mediocre chatbots attached to existing software.

    He attributes the early success of Netstock’s Opportunity Engine to a few things. The company has more than a decade’s worth of data from working with retailers, distributors, and light manufacturers. That data is tightly protected to adhere to ISO frameworks, but it’s what powers the models that make the recommendations. (He said Netstock is using a combination of AI tech from the open source community and private companies.)

    Each recommendation can be rated with a thumbs up or thumbs down, but the models also get reinforced by whether the customer takes the suggested action or not.

    While that kind of reinforcement learning can lead to weird, sometimes harmful results when applied to things like social media, Kukkuk said he’s chasing different incentives.

    “I don’t really care about eyeballs, you know?” he said. “Facebook and Instagram care about eyeballs, so they want you to look at their stuff. We care about: ‘what is the outcome for the customer?’”

    Kukkuk’s wary of expanding those interactions due to the limitations of current generative AI tech. While it might make sense for a customer to converse with Netstock’s AI about why a recommendation is or isn’t useful, Kukkuk said that could ultimately lead to a breakdown in accuracy.

    “It’s a tightrope to walk, because the more freedom you give the users, the more freedom you give a large language model to start hallucinating stuff,” he said.

    This explains the Opportunity Engine’s placement in Netstock’s typical customer dashboard. The suggestions are prominent, but easily dismissed. Google Docs cramming 20 AI features down a user’s throat, this is not.

    Moody said he appreciated that the AI isn’t in-your-face.

    “We’re not letting the AI engine make any inventory decisions that a human hasn’t looked at and screened and said, ‘Yes, I agree with that,’” he said. “If and when we ever get to a point where they agree with 90% of the stuff that it’s suggesting, maybe we’ll take the next step and say ‘we’ll give you control now.’ But we’re not there yet.”

    It’s a promising start at a time when many enterprise deployments of generative AI seem to go nowhere.

    But if the tech gets better, Moody said he’s nevertheless worried about the implications.

    “Personally, I’m afraid of what this means. I think there’s going to be a lot of change, and none of us is really sure what that’s going to look like at Bargreen,” he said. It could lead to there being fewer data science experts on staff, he suggested. But even if that means moving those employees out of the warehouse and into the corporate office, he said preserving knowledge is important.

    Bargreen needs people who “deeply understand the theory and the philosophy and can rationalize how and why Netstock is making certain recommendations,” and to “make sure that we are not blindly going down” the wrong path, he said.

  • While US stalls, Australia and Anduril move to put XL undersea vehicle into service

    While US stalls, Australia and Anduril move to put XL undersea vehicle into service

    With Anduril’s help, Australia has done what the U.S. Navy has struggled to accomplish: transition an extra-large undersea drone from white board to under contract in just three years.

    Anduril announced Tuesday that a fleet of its XL uncrewed undersea vehicle (XLUUV) “Ghost Shark” will begin operations in Australian waters next year under a massive AUS$1.7 billion (US$1.1 billion) contract.

    The five-year award structure is the defense-startup holy grail; it’s a program of record that essentially locks in recurring revenue by becoming a line item in the country’s defense budget. The contract for the platform, which provides long-range, stealthy surveillance and strike operations, covers delivery, maintenance, and continued development.

    It also reflects political urgency in Australia to field new capabilities in the Indo-Pacific to deter the rising threat from China.

    “At the end of the day, this comes down to having seriousness, having imagination, and having will to conceive a new idea and bring it to fruition. And that’s what the Australian government has done,” Anduril President Chris Brose said in an interview. “Australia has fewer people, a lot less money, and many of the same bureaucratic challenges that our Pentagon has, and they have been able to accomplish this.”

    The contrast with the United States is stark.

    The only XLUUV under development, Boeing’s Orca, is years behind schedule. By comparison, Anduril and Australia co-developed and jointly funded Ghost Shark in 2022, each putting in $50 million. The first prototype was delivered in April 2024, twelve months ahead of schedule, and production has already begun.

    Techcrunch event

    Join 10k+ tech and VC leaders for growth and connections at Disrupt 2025

    Netflix, Box, a16z, ElevenLabs, Wayve, Sequoia Capital, Elad Gil — just some of the 250+ heavy hitters leading 200+ sessions designed to deliver the insights that fuel startup growth and sharpen your edge. Don’t miss the 20th anniversary of TechCrunch, and a chance to learn from the top voices in tech. Grab your ticket before Sept 26 to save up to $668.

    Join 10k+ tech and VC leaders for growth and connections at Disrupt 2025

    Netflix, Box, a16z, ElevenLabs, Wayve, Sequoia Capital, Elad Gil — just some of the 250+ heavy hitters leading 200+ sessions designed to deliver the insights that fuel startup growth and sharpen your edge. Don’t miss the 20th anniversary of TechCrunch, and a chance to learn from the top voices in tech. Grab your ticket before Sept 26 to save up to $668.

    San Francisco
    |
    October 27-29, 2025

    REGISTER NOW

    The program presents a new model for defense procurement. Anduril put some of its own capital on the line to derisk Australia’s otherwise rapid acquisition timeline.

    Anduril isn’t stopping with Australia.

    SVP Of Maritime, Shane Arnott, said Ghost Shark can be rapidly “missionized in country,” meaning that governments can plug in their own payload modules as needed. Anduril has already produced a U.S. payload that is being tested off the California coast, and it has stood up a 150,000-square-foot factory in Rhode Island to produce Ghost Sharks in the U.S. if a contract materializes.

    “The United States has had an XLUUV program that has been struggling for the better part of a decade,” Brose said. “It has spent a significantly greater amount of money on that program than the Australian Government and Anduril have spent developing the Ghost Shark capability, and it’s further behind. We have spent more time in, on, and under the water. We have an ability to work across more missions. We are more ready to go. We are more ready to deliver at scale, and we will do all of that at a lower price.”

    For Australia, the urgency is clear. It is the largest island nation with a small population and proximity to Western adversaries. Chief among them is China, which has rapidly expanded its navy and pushed its ships deeper into the Pacific, including conducting provocative drills off the coast of Australia. That pressure has made Ghost Shark a compelling solution.  

  • The Right Flooring for Pharma Cleanrooms? – Health Cages

    The Right Flooring for Pharma Cleanrooms? – Health Cages

    Whenever pharma cleanrooms are brought into discussions, the flooring is probably the last thing that comes to people’s mind. For a lot of facilities, flooring is mostly the forgotten component of cleanroom design. However, the floor type you choose for your cleanroom can play a great role in controlling contamination and performance.

    (adsbygoogle=window.adsbygoogle||[]).push({})

    This is essential especially when you are working with consumables like medicine and supplements that are required to be safe, effective, and repeatable. In this article, we will look at four of the ideal flooring options for pharma cleanrooms, and we will also give you insights into which one to choose based on your pharmaceutical applications. 

    (adsbygoogle=window.adsbygoogle||[]).push({})

    Heat-Welded Vinyl Cleanroom Flooring

    This is among the seamless flooring solutions for pharmaceutical cleanrooms. It hasn’t arrived yet for contaminants to accumulate and expose the cleanroom. It also offers an option if you want to add a cover base to the wall around 3-6 inches. This reduces 90° concerts where the floor and the wall meet which prevents contaminants from settling in and becoming difficult to clean. 

    (adsbygoogle=window.adsbygoogle||[]).push({})

    This flooring option is easy to maintain and can withstand harsh chemical reagents thereby reducing the burden of rigorous cleaning protocols. This makes it economical as well. 

    (adsbygoogle=window.adsbygoogle||[]).push({})

    The only downside of this flooring type is that it can wear out quickly when you expose it to heavy weights. But if you work in a small cleanroom where there is not much heavy equipment, it’s a great option. 

    Visit https://www.worksafe.qld.gov.au/safety-and-prevention/hazards/workplace-hazards/slips-trips-and-falls/floor-and-ground-surfaces/flooring-types-characteristics-and-applications to learn more about flooring types and their applications. 

    (adsbygoogle=window.adsbygoogle||[]).push({})

    Epoxy-Coated Cleanroom Flooring

    This is a coated put under solid concrete substrate that is typically made in a three-part process. First, you must prep the floor with a combination of grinding, scarifying, shot blast, and filling in large holes or cracks to allow the moisture to seep in.

     Secondly, you will need a rough surface for the epoxy to adhere to, and lastly, the epoxy coating will create a surface without crevices for contaminants to build up and affect the cleanroom integrity. It’s similar to heat-welded vinyl as it provides an opportunity to install a cover base and minimize 90° corners where floors meet walls. 

    This type of cleanroom floor is dense and has low porosity, which makes it easy to maintain and durable even when you expose it to heavy-weight and high-traffic work. They won’t shed particles and if you want, you can even add antistatic features. It comes in various colors so you can select the one that will suit your cleanroom needs and aesthetic. 

    Polyurethane-Coated Cleanroom Flooring

    Polyurethane is another coating that is put over a solid concrete substrate like epoxy resin but it’s a one or two-part process. It has a glossy or satin finish that will maintain its shine even if it’s exposed to heavyweight and high traffic. 

    Its light-reflecting features make it a great choice for cleanrooms that require extra illumination. These floor types are also resistant to harsh chemicals and substances, making them ideal choices for industrial manufacturing and cleanroom applications. 

    Interlocking Vinyl Tile Cleanroom Floorings

    This is a new addition to the cleanroom flooring world because they fit together like puzzle pieces to create a seamless floor. It’s fast and easy to install and can be placed even on top of existing worn subfloors. 

    What makes these a nice option is that they are easy to install and durable enough to withstand heavy weight and traffic. You can also treat some for antistatic performance. You will also find it in a wide range of colors and finishes to choose one that will make your operations easier and great. 

    What’s the Best Type of Flooring for Pharmaceutical Cleanrooms?

    The truth is when it comes to flooring pharmaceutical cleanrooms, there is no one-size-fits-all. The ideal pharma cleanroom flooring depends on the specific applications of your facility. However, here are some general guidelines: The first important factor is that pharma cleanrooms need to be cleaned regularly therefore it’s important to put a floor that will withstand the harsh chemicals. 

    In most situations, pharma cleanrooms are exposed to heavyweight equipment and high traffic work so you need a floor option that will allow the operators to walk freely without having to worry about particles shedding.

    With this information in mind, you can conclude whether the ideal choice for your pharmaceutical cleanroom is heat-welded vinyl or epoxy resins. 

    Click here to learn more about epoxy resins.

    But it’s essential to remember that the true choice depends on your applications therefore consider consulting a trusted cleanroom manufacturer for recommendations. 

    Conclusion 

    The right flooring options depend on what you do. While some are meant to handle heavyweight equipment and heavy-duty, others are ideal for smaller rooms. Think of the kind of work you do and the equipment you have before selecting a floor type.

  • Can this ‘Air Scooter’ cross the English Channel safely? Franky Zapata attempts new feat

    The company’s CEO will attempt to cross the English Channel without a parachute to use in an emergency.

    ADVERTISEMENT

    Imagine riding a scooter to your friend’s house for a barbecue – not on the road but in the air.
    A French aviation start-up wants to make that a reality with an aircraft resembling a gigantic scooter.

    ‘Air Scooter’ is an ultralight aircraft pre-programmed to fly a route. Thanks to the computers doing a lot of the heavy lifting, the pilot’s input is much less important than in a traditional helicopter.
    “It’s a kind of flying robot,” Franky Zapata, the CEO of Zapata, said.
    “When you are inside, you just ask the machine to go somewhere. You feel like the pilot. But the machine only executes what the computer wants, so it’s extremely easy,” Zapata added.

    Related

    Could electric aeroplanes be the future of flight? Watch Denmark’s first test flight

    Zapata says the hybrid vertical take-off aircraft is easier to fly and cheaper to learn, compared to traditional aircraft.

    The company says it hopes to democratise air travel.
    “You need to be skilled to pilot an aeroplane. You need to be skilled to pilot a helicopter. And it’s very expensive to become a pilot. The machines are expensive,” Zapata said.

    Related

    This Swedish company has built a fully electric ‘flying car’ it says anyone can fly

    Fly over the English Channel

    The French pilot and inventor will attempt to cross the English Channel between France and England in a stunt designed to serve as a proof of concept for his Air Scooter on Friday.

    He will take off from Calais, France,  and will cross the Channel and plans to arrive at St Margaret’s Bay, close to Dover, in the UK.
    He has told the media that there’s no parachute to use during this trip in case he has to bail out in an emergency.
    Zapata has already made a crossing, in 2019, on another of his machines, called the Flyboard Air.
    The flying hoverboard successfully surfed the sky on the second attempt, a week after his first bid failed halfway through.
    He completed a 36-kilometre journey in 22 minutes, reaching a top speed of 202 kilometres per hour during the crossing.

    Related

    Watch: Frenchman successfully crosses Channel on ‘hoverboard’ in second attempt

    Zapata admits the flying hoverboard required lots of skill to operate, and the Air Scooter is a much easier vertical takeoff hybrid aircraft.
    “What is very different compared to the Flyboard Air is the fact that this machine is able to be piloted by everybody. It’s not something so technical or so hard, so dangerous as the Flyboard”.
    For more on this story, watch the video in the media player above.